Publications

Authors: Type:

2022

  • [DOI] E. D. Cannas, N. Bonettini, S. Mandelli, P. Bestagini, and S. Tubaro, “Amplitude SAR Imagery Splicing Localization,” IEEE Access, vol. 10, pp. 33882-33899, 2022.
    [Bibtex] 
    @Article{cannas2022amplitude,
author = {Cannas, Edoardo Daniele and Bonettini, Nicolò and Mandelli, Sara and Bestagini, Paolo and Tubaro, Stefano},
title = {Amplitude {SAR} Imagery Splicing Localization},
journal = {IEEE Access},
year = {2022},
volume = {10},
pages = {33882-33899},
doi = {10.1109/ACCESS.2022.3161836},
groups = {forensics},
}
  • [DOI] S. Mandelli, D. Cozzolino, E. D. Cannas, J. P. Cardenuto, D. Moreira, P. Bestagini, W. J. Scheirer, A. Rocha, L. Verdoliva, S. Tubaro, and E. J. Delp, “Forensic Analysis of Synthetically Generated Western Blot Images,” IEEE Access, vol. 10, pp. 59919-59932, 2022.
    [Bibtex] 
    @Article{mandelli2022forensica,
author = {Mandelli, Sara and Cozzolino, Davide and Cannas, Edoardo D. and Cardenuto, João P. and Moreira, Daniel and Bestagini, Paolo and Scheirer, Walter J. and Rocha, Anderson and Verdoliva, Luisa and Tubaro, Stefano and Delp, Edward J.},
title = {Forensic Analysis of Synthetically Generated Western Blot Images},
journal = {IEEE Access},
year = {2022},
volume = {10},
pages = {59919-59932},
doi = {10.1109/ACCESS.2022.3179116},
groups = {forensics},
}
  • [DOI] F. Picetti, S. Mandelli, P. Bestagini, V. Lipari, and S. Tubaro, “DIPPAS: a deep image prior PRNU anonymization scheme,” EURASIP Journal on Information Security, vol. 2022, 2022.
    [Bibtex] 
    @Article{picetti2022dippas,
author = {Picetti, Francesco and Mandelli, Sara and Bestagini, Paolo and Lipari, Vincenzo and Tubaro, Stefano},
title = {{DIPPAS}: a deep image prior {PRNU} anonymization scheme},
journal = {EURASIP Journal on Information Security},
year = {2022},
volume = {2022},
doi = {10.1186/s13635-022-00128-7},
url = {https://doi.org/10.1186/s13635-022-00128-7},
groups = {forensics},
}
  • [DOI] E. D. Cannas, J. Horváth, S. Baireddy, P. Bestagini, E. J. Delp, and S. Tubaro, “Panchromatic Imagery Copy-Paste Localization Through Data-Driven Sensor Attribution,” in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022.
    [Bibtex] 
    @InProceedings{cannas2022panchromatic,
author = {Cannas, E. D. and Horváth, J. and Baireddy, S. and Bestagini, P. and Delp, E. J. and Tubaro, S.},
title = {Panchromatic Imagery Copy-Paste Localization Through Data-Driven Sensor Attribution},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
year = {2022},
doi = {10.1109/ICASSP43922.2022.9746308},
groups = {forensics},
}
  • [DOI] E. Conti, D. Salvi, C. Borrelli, B. Hosler, P. Bestagini, F. Antonacci, A. Sarti, M. C. Stamm, and S. Tubaro, “Deepfake Speech Detection Through Emotion Recognition: A Semantic Approach,” in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022.
    [Bibtex] 
    @InProceedings{conti2022deepfake,
author = {Conti, Emanuele and Salvi, Davide and Borrelli, Clara and Hosler, Brian and Bestagini, Paolo and Antonacci, Fabio and Sarti, Augusto and Stamm, Matthew C. and Tubaro, Stefano},
title = {Deepfake Speech Detection Through Emotion Recognition: A Semantic Approach},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
year = {2022},
doi = {10.1109/ICASSP43922.2022.9747186},
groups = {audio, forensics},
}
  • [DOI] Z. Xiang, P. Bestagini, S. Tubaro, and E. J. Delp, “Forensic Analysis and Localization of Multiply Compressed MP3 Audio Using Transformers,” in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022.
    [Bibtex] 
    @InProceedings{xiang2022forensic,
author = {Xiang, Ziyue and Bestagini, Paolo and Tubaro, Stefano and Delp, Edward J.},
title = {Forensic Analysis and Localization of Multiply Compressed MP3 Audio Using Transformers},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
year = {2022},
doi = {10.1109/ICASSP43922.2022.9747639},
groups = {forensics, audio},
}
  • [DOI] M. Papa, C. Borrelli, P. Bestagini, F. Antonacci, A. Sarti, and S. Tubaro, “A Data-Driven Approach for Acoustic Parameter Similarity Estimation of Speech Recording,” in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022.
    [Bibtex] 
    @InProceedings{papa2022data,
author = {Papa, Mattia and Borrelli, Clara and Bestagini, Paolo and Antonacci, Fabio and Sarti, Augusto and Tubaro, Stefano},
title = {A Data-Driven Approach for Acoustic Parameter Similarity Estimation of Speech Recording},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
year = {2022},
doi = {10.1109/ICASSP43922.2022.9747043},
groups = {forensics, audio},
}
  • [DOI] L. Cuccovillo, A. Giganti, P. Bestagini, P. Aichroth, and S. Tubaro, “Spectral Denoising for Microphone Classification,” in International Workshop on Multimedia AI against Disinformation, 2022.
    [Bibtex] 
    @InProceedings{cuccovillo2022spectral,
author = {Cuccovillo, Luca and Giganti, Antonio and Bestagini, Paolo and Aichroth, Patrick and Tubaro, Stefano},
title = {Spectral Denoising for Microphone Classification},
booktitle = {International Workshop on Multimedia {AI} against Disinformation},
year = {2022},
doi = {10.1145/3512732.3533586},
url = {https://doi.org/10.1145/3512732.3533586},
groups = {forensics, audio},
}
  • J. Horváth, X. Ziyue, E. D. Cannas, P. Bestagini, S. Tubaro, and E. J. Delp, “Sat U-net: a fusion based method for forensic splicing localization in satellite images,” in Multimodal Image Exploitation and Learning 2022, 2022, p. 1210002.
    [Bibtex] 
    @inproceedings{horvath2022sat,
title={Sat U-net: a fusion based method for forensic splicing localization in satellite images},
author={Horv{\'a}th, J{\'a}nos and Ziyue, Xiang and Cannas, Edoardo Daniele and Bestagini, Paolo and Tubaro, Stefano and Delp, Edward J.},
booktitle={Multimodal Image Exploitation and Learning 2022},
volume={12100},
pages={1210002},
year={2022},
organization={SPIE},
groups = {forensics}
}
  • S. Mandelli, D. Cozzolino, E. D. Cannas, J. P. Cardenuto, D. Moreira, P. Bestagini, W. J. Scheirer, A. Rocha, L. Verdoliva, S. Tubaro, and others, “Forensic analysis of synthetically generated western blot images,” IEEE Access, vol. 10, p. 59919–59932, 2022.
    [Bibtex] 
    @article{mandelli2022forensic,
title={Forensic analysis of synthetically generated western blot images},
author={Mandelli, Sara and Cozzolino, Davide and Cannas, Edoardo D and Cardenuto, Joao P and Moreira, Daniel and Bestagini, Paolo and Scheirer, Walter J and Rocha, Anderson and Verdoliva, Luisa and Tubaro, Stefano and others},
journal={IEEE Access},
volume={10},
pages={59919--59932},
year={2022},
publisher={IEEE},
groups = {forensics}
}
  • W. Xu, V. Lipari, P. Bestagini, W. Chen, and S. Tubaro, “Interpolation of Missing Shots Via Plug and Play Method with Csgs Trained Deep Denoiser,” in 83rd EAGE Annual Conference & Exhibition, 2022, p. 1–5.
    [Bibtex] 
    @inproceedings{xu2022interpolation,
title={Interpolation of Missing Shots Via Plug and Play Method with Csgs Trained Deep Denoiser},
author={Xu, W and Lipari, V and Bestagini, P and Chen, W and Tubaro, S},
booktitle={83rd EAGE Annual Conference \& Exhibition},
volume={2022},
number={1},
pages={1--5},
year={2022},
organization={EAGE Publications BV},
groups={geophysics}
}
  • W. Xu, V. Lipari, P. Bestagini, M. Ravasi, W. Chen, and S. Tubaro, “Intelligent seismic deblending through deep preconditioner,” IEEE Geoscience and Remote Sensing Letters, vol. 19, p. 1–5, 2022.
    [Bibtex] 
    @article{xu2022intelligent,
title={Intelligent seismic deblending through deep preconditioner},
author={Xu, Weiwei and Lipari, Vincenzo and Bestagini, Paolo and Ravasi, Matteo and Chen, Wenchao and Tubaro, Stefano},
journal={IEEE Geoscience and Remote Sensing Letters},
volume={19},
pages={1--5},
year={2022},
publisher={IEEE},
groups={geophysics}
}
  • N. Bonettini, C. A. Gonano, P. Bestagini, M. Marcon, B. Garavelli, and S. Tubaro, “Comparing AutoEncoder Variants for Real-Time Denoising of Hyperspectral X-Ray,” IEEE Sensors Journal, vol. 22, iss. 18, p. 17997–18007, 2022.
    [Bibtex] 
    @article{bonettini2022comparing,
title={Comparing AutoEncoder Variants for Real-Time Denoising of Hyperspectral X-Ray},
author={Bonettini, Nicolo and Gonano, Carlo Andrea and Bestagini, Paolo and Marcon, Marco and Garavelli, Bruno and Tubaro, Stefano},
journal={IEEE Sensors Journal},
volume={22},
number={18},
pages={17997--18007},
year={2022},
publisher={IEEE},
groups={forensics}
}
  • A. Giganti, L. Cuccovillo, P. Bestagini, P. Aichroth, and S. Tubaro, “Speaker-independent microphone identification in noisy conditions,” in 30th European Signal Processing Conference (EUSIPCO), 2022, p. 1047–1051.
    [Bibtex] 
    @inproceedings{giganti2022speaker,
title={Speaker-independent microphone identification in noisy conditions},
author={Giganti, Antonio and Cuccovillo, Luca and Bestagini, Paolo and Aichroth, Patrick and Tubaro, Stefano},
booktitle={30th European Signal Processing Conference (EUSIPCO)},
pages={1047--1051},
year={2022},
organization={IEEE},
groups={forensics, audio}
}
  • L. Abady, E. D. Cannas, P. Bestagini, B. Tondi, S. Tubaro, M. Barni, and others, “An Overview on the Generation and Detection of Synthetic and Manipulated Satellite Images,” APSIPA Transactions on Signal and Information Processing, vol. 11, iss. 1, 2022.
    [Bibtex] 
    @article{abady2022overview,
title={An Overview on the Generation and Detection of Synthetic and Manipulated Satellite Images},
author={Abady, Lydia and Cannas, Edoardo Daniele and Bestagini, Paolo and Tondi, Benedetta and Tubaro, Stefano and Barni, Mauro and others},
journal={APSIPA Transactions on Signal and Information Processing},
volume={11},
number={1},
year={2022},
publisher={Now Publishers, Inc.},
groups={forensics}
}
  • S. Mandelli, N. Bonettini, P. Bestagini, and S. Tubaro, “Detecting GAN-generated images by orthogonal training of multiple CNNs,” in IEEE International Conference on Image Processing (ICIP), 2022, p. 3091–3095.
    [Bibtex] 
    @inproceedings{mandelli2022detecting,
title={Detecting GAN-generated images by orthogonal training of multiple CNNs},
author={Mandelli, Sara and Bonettini, Nicol{\`o} and Bestagini, Paolo and Tubaro, Stefano},
booktitle={IEEE International Conference on Image Processing (ICIP)},
pages={3091--3095},
year={2022},
organization={IEEE},
groups={forensics}
}
  • L. Attorresi, D. Salvi, C. Borrelli, P. Bestagini, and S. Tubaro, “Combining Automatic Speaker Verification and Prosody Analysis for Synthetic Speech Detection,” in International Conference on Pattern Recognition (ICPR), 2022.
    [Bibtex] 
    @inproceedings{attorresi2022combining,
title={Combining Automatic Speaker Verification and Prosody Analysis for Synthetic Speech Detection},
author={Attorresi, Luigi and Salvi, Davide and Borrelli, Clara and Bestagini, Paolo and Tubaro, Stefano},
booktitle={International Conference on Pattern Recognition (ICPR)},
year={2022},
groups={forensics, audio}
}
  • W. Xu, V. Lipari, P. Bestagini, W. Chen, S. Tubaro, and others, “Equivariant imaging for self-supervised regularly undersampled seismic data interpolation,” in SEG/AAPG International Meeting for Applied Geoscience & Energy, 2022.
    [Bibtex] 
    @inproceedings{xu2022equivariant,
title={Equivariant imaging for self-supervised regularly undersampled seismic data interpolation},
author={Xu, Weiwei and Lipari, Vincenzo and Bestagini, Paolo and Chen, Wenchao and Tubaro, Stefano and others},
booktitle={SEG/AAPG International Meeting for Applied Geoscience \& Energy},
year={2022},
organization={OnePetro},
groups={geophysics}
}
  • D. Salvi, P. Bestagini, and S. Tubaro, “Exploring the Synthetic Speech Attribution Problem Through Data-Driven Detectors,” in 2022 IEEE International Workshop on Information Forensics and Security (WIFS), 2022, p. 1–6.
    [Bibtex] 
    @inproceedings{salvi2022exploring,
title={Exploring the Synthetic Speech Attribution Problem Through Data-Driven Detectors},
author={Salvi, Davide and Bestagini, Paolo and Tubaro, Stefano},
booktitle={2022 IEEE International Workshop on Information Forensics and Security (WIFS)},
pages={1--6},
year={2022},
organization={IEEE},
groups={forensics, audio}
}
  • [DOI] D. Moreira, J. P. Cardenuto, R. Shao, S. Baireddy, D. Cozzolino, D. Gragnaniello, W. Abd-Almageed, P. Bestagini, S. Tubaro, A. Rocha, W. Scheirer, L. Verdoliva, and E. Delp, “SILA: a system for scientific image analysis,” Scientific Reports, vol. 12, p. 18306, 2022.
    [Bibtex] 
    @Article{moreira2022sila,
author = {Moreira, Daniel and Cardenuto, Jo{\~{a}}o Phillipe and Shao, Ruiting and Baireddy, Sriram and Cozzolino, Davide and Gragnaniello, Diego and Abd-Almageed, Wael and Bestagini, Paolo and Tubaro, Stefano and Rocha, Anderson and Scheirer, Walter and Verdoliva, Luisa and Delp, Edward},
title = {{SILA: a system for scientific image analysis}},
journal = {Scientific Reports},
year = {2022},
volume = {12},
pages = {18306},
doi = {10.1038/s41598-022-21535-3},
url = {https://doi.org/10.1038/s41598-022-21535-3},
groups = {forensics},
}

2021

  • B. Hosler, D. Salvi, A. Murray, F. Antonacci, P. Bestagini, S. Tubaro, and M. C. Stamm, “Do Deepfakes Feel Emotions? A Semantic Approach to Detecting Deepfakes Via Emotional Inconsistencies,” in IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2021.
    [Bibtex] 
    @inproceedings{hosler2021do,
author = {Hosler, B. and Salvi, D. and Murray, A. and Antonacci, F. and Bestagini, P. and Tubaro, S. and Stamm, M. C.},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)},
groups = {forensics},
title = {Do Deepfakes Feel Emotions? A Semantic Approach to Detecting Deepfakes Via Emotional Inconsistencies},
year = {2021}}
  • N. Bonettini, E. D. Cannas, S. Mandelli, L. Bondi, P. Bestagini, and S. Tubaro, “Video Face Manipulation Detection Through Ensemble of CNNs,” in International Conference on Pattern Recognition (ICPR), 2021.
    [Bibtex] 
    @InProceedings{bonettini2021video,
author = {Bonettini, N. and Cannas, E. D. and Mandelli, S. and Bondi, L. and Bestagini, P. and Tubaro, S.},
title = {Video Face Manipulation Detection Through Ensemble of {CNNs}},
booktitle = {International Conference on Pattern Recognition (ICPR)},
year = {2021},
groups = {forensics},
}
  • N. Bonettini, P. Bestagini, S. Milani, and S. Tubaro, “On the Use of Benford’s Law to Detect GAN-Generated Images,” in International Conference on Pattern Recognition (ICPR), 2021.
    [Bibtex] 
    @InProceedings{bonettini2021use,
author = {Bonettini, N. and Bestagini, P. and Milani, S. and Tubaro, S.},
title = {On the Use of {Benford}'s Law to Detect {GAN}-Generated Images},
booktitle = {International Conference on Pattern Recognition (ICPR)},
year = {2021},
groups = {forensics},
}
  • [DOI] C. Borrelli, P. Bestagini, F. Antonacci, A. Sarti, and S. Tubaro, “Synthetic speech detection through short-term and long-term prediction traces,” EURASIP Journal on Information Security, vol. 2021, iss. 1, p. 2, 2021.
    [Bibtex] 
    @article{borrelli2021synthetic,
author = {Borrelli, Clara and Bestagini, Paolo and Antonacci, Fabio and Sarti, Augusto and Tubaro, Stefano},
doi = {10.1186/s13635-021-00116-3},
groups = {audio, forensics},
journal = {EURASIP Journal on Information Security},
number = {1},
pages = {2},
title = {{Synthetic speech detection through short-term and long-term prediction traces}},
url = {https://doi.org/10.1186/s13635-021-00116-3},
volume = {2021},
year = {2021}}
  • [DOI] L. Comanducci, P. Bestagini, M. Tagliasacchi, A. Sarti, and S. Tubaro, “Reconstructing Speech From CNN Embeddings,” IEEE Signal Processing Letters, vol. 28, pp. 952-956, 2021.
    [Bibtex] 
    @article{comanducci2021reconstructing,
author = {Comanducci, Luca and Bestagini, Paolo and Tagliasacchi, Marco and Sarti, Augusto and Tubaro, Stefano},
groups = {audio},
journal = {IEEE Signal Processing Letters},
pages = {952-956},
title = {Reconstructing Speech From CNN Embeddings},
volume = {28},
year = {2021},
doi = {10.1109/LSP.2021.3073628}}
  • [DOI] D. Dal Cortivo, S. Mandelli, P. Bestagini, and S. Tubaro, “CNN-Based Multi-Modal Camera Model Identification on Video Sequences,” Journal of Imaging, vol. 7, 2021.
    [Bibtex] 
    @Article{dalcortivo2021cnn,
author = {Dal Cortivo, Davide and Mandelli, Sara and Bestagini, Paolo and Tubaro, Stefano},
title = {{CNN}-Based Multi-Modal Camera Model Identification on Video Sequences},
journal = {Journal of Imaging},
year = {2021},
volume = {7},
doi = {10.3390/jimaging7080135},
url = {https://www.mdpi.com/2313-433X/7/8/135},
}
  • [DOI] S. Verde, E. D. Cannas, P. Bestagini, S. Milani, G. Calvagno, and S. Tubaro, “FOCAL: A Forgery Localization Framework Based on Video Coding Self-Consistency,” IEEE Open Journal of Signal Processing, vol. 2, pp. 217-229, 2021.
    [Bibtex] 
    @Article{verde2021focal,
author = {Verde, Sebastiano and Cannas, Edoardo Daniele and Bestagini, Paolo and Milani, Simone and Calvagno, Giancarlo and Tubaro, Stefano},
title = {{FOCAL}: A Forgery Localization Framework Based on Video Coding Self-Consistency},
journal = {IEEE Open Journal of Signal Processing},
year = {2021},
volume = {2},
pages = {217-229},
doi = {10.1109/OJSP.2021.3074298},
}
  • Z. Xiang, J. Horvath, S. Baireddy, P. Bestagini, S. Tubaro, and E. J. Delp, “Forensic Analysis of Video Files Using Metadata,” in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2021.
    [Bibtex] 
    @InProceedings{xiang2021forensic,
author = {Xiang, Ziyue and Horvath, Janos and Baireddy, Sriram and Bestagini, Paolo and Tubaro, Stefano and Delp, Edward J.},
title = {Forensic Analysis of Video Files Using Metadata},
booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
year = {2021},
}
  • F. Picetti, V. Lipari, P. Bestagini, and S. Tubaro, “Anti-Aliasing Add-On for Deep Prior Seismic Data Interpolation,” in IEEE International Conference on Image Processing (ICIP), 2021.
    [Bibtex] 
    @InProceedings{picetti2021anti,
author = {Picetti, Francesco and Lipari, Vincenzo and Bestagini, Paolo and Tubaro, Stefano},
booktitle = {IEEE International Conference on Image Processing (ICIP)},
title = {Anti-Aliasing Add-On for Deep Prior Seismic Data Interpolation},
year = {2021},
}
  • V. Lipari, F. Picetti, P. Bestagini, and S. Tubaro, “Post-Stack Inversion with Uncertainty Estimation through Bayesian Deep Image Prior,” in European Association of Geophysicists and Engineers (EAGE) Annual Meeting, 2021.
    [Bibtex] 
    @InProceedings{lipari2021post,
author = {Lipari, Vincenzo and Picetti, Francesco and Bestagini, Paolo and Tubaro, Stefano},
booktitle = {European Association of Geophysicists and Engineers (EAGE) Annual Meeting},
title = {Post-Stack Inversion with Uncertainty Estimation through Bayesian Deep Image Prior},
year = {2021},
}
  • [DOI] M. Pilia, S. Mandelli, P. Bestagini, and S. Tubaro, “Time Scaling Detection and Estimation in Audio Recordings,” in IEEE International Workshop on Information Forensics and Security (WIFS), 2021.
    [Bibtex] 
    @InProceedings{pilia2021time,
author = {Pilia, Michele and Mandelli, Sara and Bestagini, Paolo and Tubaro, Stefano},
title = {Time Scaling Detection and Estimation in Audio Recordings},
booktitle = {IEEE International Workshop on Information Forensics and Security (WIFS)},
year = {2021},
doi = {10.1109/WIFS53200.2021.9648389},
groups = {forensics},
}
  • [DOI] E. D. Cannas, S. Baireddy, E. R. Bartusiak, S. K. Yarlagadda, M. D. Montserrat, P. Bestagini, S. Tubaro, and E. J. Delp, “Open-Set Source Attribution for Panchromatic Satellite Imagery,” in IEEE International Conference on Image Processing (ICIP), 2021.
    [Bibtex] 
    @InProceedings{cannas2021open,
author = {Cannas, E. D. and Baireddy, S. and Bartusiak, E. R. and Yarlagadda, S. K. and Montserrat, D. Mas and Bestagini, P. and Tubaro, S. and Delp, E. J.},
title = {Open-Set Source Attribution for Panchromatic Satellite Imagery},
booktitle = {IEEE International Conference on Image Processing (ICIP)},
year = {2021},
doi = {10.1109/ICIP42928.2021.9506600},
groups = {forensics},
}
  • [DOI] N. Bonettini, C. A. Gonano, P. Bestagini, M. Marcon, B. Garavelli, and S. Tubaro, “Multitask learning for denoising and analysis of X-ray polymer acquisitions,” in European Signal Processing Conference (EUSIPCO), 2021.
    [Bibtex] 
    @InProceedings{bonettini2021multitask,
author = {Bonettini, Nicolò and Gonano, Carlo Andrea and Bestagini, Paolo and Marcon, Marco and Garavelli, Bruno and Tubaro, Stefano},
title = {Multitask learning for denoising and analysis of {X}-ray polymer acquisitions},
booktitle = {European Signal Processing Conference (EUSIPCO)},
year = {2021},
doi = {10.23919/EUSIPCO54536.2021.9616220},
groups = {image},
}

2020

  • [DOI] P. Bestagini, F. Lombardi, M. Lualdi, F. Picetti, and S. Tubaro, “Landmine Detection Using Autoencoders on Multipolarization GPR Volumetric Data,” IEEE Transactions on Geoscience and Remote Sensing (TGRS), pp. 1-14, 2020.
    [Bibtex] 
    @Article{bestagini2020landmine,
author = {P. {Bestagini} and F. {Lombardi} and M. {Lualdi} and F. {Picetti} and S. {Tubaro}},
title = {Landmine Detection Using Autoencoders on Multipolarization GPR Volumetric Data},
doi = {10.1109/TGRS.2020.2984951},
pages = {1-14},
groups = {polimine},
journal = {IEEE Transactions on Geoscience and Remote Sensing (TGRS)},
year = {2020},
}
  • [DOI] F. Lombardi, M. Lualdi, F. Picetti, P. Bestagini, G. Janszen, and L. A. Di Landro, “Ballistic Ground Penetrating Radar Equipment for Blast-Exposed Security Applications,” Remote Sensing, vol. 12, iss. 4, p. 717, 2020.
    [Bibtex] 
    @article{lombardi2020ballistic,
author = {Lombardi, Federico and Lualdi, Maurizio and Picetti, Francesco and Bestagini, Paolo and Janszen, Gerardus and Di Landro, Luca Angelo},
doi = {http://dx.doi.org/10.3390/rs12040717},
groups = {polimine},
journal = {Remote Sensing},
number = {4},
pages = {717},
title = {Ballistic Ground Penetrating Radar Equipment for Blast-Exposed Security Applications},
volume = {12},
year = {2020},
Bdsk-Url-1 = {http://dx.doi.org/10.3390/rs12040717}}
  • B. Peixoto, B. Lavi, P. Bestagini, Z. Dias, and A. Rocha, “Multimodal Violence Detection in Videos,” in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020.
    [Bibtex] 
    @inproceedings{peixoto2020multimodal,
author = {B. {Peixoto} and B. {Lavi} and P. {Bestagini} and Z. {Dias} and A. {Rocha}},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
groups = {forensics},
title = {Multimodal Violence Detection in Videos},
year = {2020}}
  • [DOI] F. Kong, V. Lipari, F. Picetti, P. Bestagini, and S. Tubaro, “A Deep Prior Convolutional Autoencoder for Seismic Data Interpolation,” in European Association of Geoscientists and Engineers (EAGE) Conference and Exhibition, 2020.
    [Bibtex] 
    @InProceedings{kong2020deepa,
author = {Kong, F. and Lipari, V. and Picetti, F. and Bestagini, P. and Tubaro, S.},
booktitle = {European Association of Geoscientists and Engineers (EAGE) Conference and Exhibition},
title = {A Deep Prior Convolutional Autoencoder for Seismic Data Interpolation},
doi = {10.3997/2214-4609.202011461},
number = {1},
groups = {geophysics},
year = {2020},
}
  • [DOI] F. Kong, V. Lipari, F. Picetti, P. Bestagini, and S. Tubaro, “Deep prior-based seismic data interpolation via multi-res U-net,” in Society of Exploration Geophysicists (SEG) Annual Meeting, 2020, pp. 3159-3163.
    [Bibtex] 
    @InProceedings{kong2020deepb,
author = {Kong, F. and Lipari, V. and Picetti, F. and Bestagini, P. and Tubaro, S.},
booktitle = {Society of Exploration Geophysicists (SEG) Annual Meeting},
title = {Deep prior-based seismic data interpolation via multi-res U-net},
doi = {10.1190/segam2020-3426173.1},
number = {1},
pages = {3159-3163},
groups = {geophysics},
year = {2020},
}
  • S. Mandelli, F. Argenti, P. Bestagini, M. Iuliani, A. Piva, and S. Tubaro, “A Modified Fourier-Mellin Approach for Source Device Identification on Stabilized Videos,” in IEEE International Conference on Image Processing (ICIP), 2020.
    [Bibtex] 
    @inproceedings{mandelli2020modified,
author = {Mandelli, S. and Argenti, F. and Bestagini, P. and Iuliani, M. and Piva, A. and Tubaro, S.},
booktitle = {IEEE International Conference on Image Processing (ICIP)},
groups = {forensics},
title = {A Modified {Fourier-Mellin} Approach for Source Device Identification on Stabilized Videos},
year = {2020}}
  • R. Castelletto, S. Milani, and P. Bestagini, “Phylogenetic Minimum Spanning Tree Reconstruction Using Autoencoders,” in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020.
    [Bibtex] 
    @inproceedings{castelletto2020phylogenetic,
author = {Castelletto, R. and Milani, S. and Bestagini, P.},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
groups = {forensics},
title = {Phylogenetic Minimum Spanning Tree Reconstruction Using Autoencoders},
year = {2020}}
  • S. Mandelli, D. Cozzolino, P. Bestagini, L. Verdoliva, and S. Tubaro, “CNN-based fast source device identification,” IEEE Signal Processing Letters (SPL), 2020.
    [Bibtex] 
    @article{mandelli2020cnn,
author = {Mandelli, S. and Cozzolino, D. and Bestagini, P. and Verdoliva, L. and Tubaro, S.},
groups = {forensics},
journal = {IEEE Signal Processing Letters (SPL)},
title = {{CNN}-based fast source device identification},
year = {2020}}
  • L. Comanducci, F. Borra, P. Bestagini, F. Antonacci, S. Tubaro, and A. Sarti, “Source Localization using Distributed Microphones in Reverberant Environments based on Deep Learning and Ray Space Transform,” IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), 2020.
    [Bibtex] 
    @article{comanducci2020source,
author = {L. {Comanducci} and F. {Borra} and P. {Bestagini} and F. {Antonacci} and S. {Tubaro} and A. {Sarti}},
groups = {audio, space-time},
journal = {IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP)},
title = {Source Localization using Distributed Microphones in Reverberant Environments based on Deep Learning and Ray Space Transform},
year = {2020}}
  • [DOI] F. Kong, F. Picetti, V. Lipari, P. Bestagini, X. Tang, and S. Tubaro, “Deep Prior Based Unsupervised Reconstruction of Irregularly Sampled Seismic Data,” IEEE Geoscience and Remote Sensing Letters (GRSL), 2020.
    [Bibtex] 
    @article{kong2020deep,
author = {Kong, Fantong and Picetti, Francesco and Lipari, Vincenzo and Bestagini, Paolo and Tang, Xiaoming and Tubaro, Stefano},
doi = {10.1109/LGRS.2020.3044455},
groups = {geophysics},
journal = {IEEE Geoscience and Remote Sensing Letters (GRSL)},
title = {Deep Prior Based Unsupervised Reconstruction of Irregularly Sampled Seismic Data},
year = {2020},
Bdsk-Url-1 = {https://doi.org/10.1109/LGRS.2020.3044455}}
  • L. Bondi, E. D. Cannas, P. Bestagini, and S. Tubaro, “Training Strategies and Data Augmentations in CNN-based DeepFake Video Detection,” in IEEE International Workshop on Information Forensics and Security (WIFS), 2020.
    [Bibtex] 
    @inproceedings{bondi2020training,
author = {L. {Bondi} and E. D. {Cannas} and P. {Bestagini} and S. {Tubaro}},
booktitle = {IEEE International Workshop on Information Forensics and Security (WIFS)},
groups = {forensics},
title = {Training Strategies and Data Augmentations in {CNN}-based DeepFake Video Detection},
year = {2020}}
  • S. Mandelli, N. Bonettini, P. Bestagini, and S. Tubaro, “Training CNNs in Presence of JPEG Compression: Multimedia Forensics vs Computer Vision,” in IEEE International Workshop on Information Forensics and Security (WIFS), 2020.
    [Bibtex] 
    @inproceedings{mandelli2020training,
author = {S. {Mandelli} and N. {Bonettini} and P. {Bestagini} and S. {Tubaro}},
booktitle = {IEEE International Workshop on Information Forensics and Security (WIFS)},
groups = {forensics},
title = {Training {CNN}s in Presence of {JPEG} Compression: Multimedia Forensics vs Computer Vision},
year = {2020}}
  • [DOI] D. Capoferri, C. Borrelli, P. Bestagini, F. Antonacci, A. Sarti, and S. Tubaro, “Speech Audio Splicing Detection and Localization Exploiting Reverberation Cues,” in IEEE International Workshop on Information Forensics and Security (WIFS), 2020.
    [Bibtex] 
    @inproceedings{capoferri2020speech,
author = {Capoferri, Davide and Borrelli, Clara and Bestagini, Paolo and Antonacci, Fabio and Sarti, Augusto and Tubaro, Stefano},
booktitle = {IEEE International Workshop on Information Forensics and Security (WIFS)},
doi = {10.1109/WIFS49906.2020.9360900},
groups = {forensics, audio},
title = {Speech Audio Splicing Detection and Localization Exploiting Reverberation Cues},
year = {2020}}
  • [DOI] F. Picetti, F. Lombardi, V. Lipari, P. Bestagini, S. Tubaro, and M. Lualdi, “A Tool for Processing Seismic Images: Study on CycleGAN,” in 3rd Asia Pacific Meeting on Near Surface Geoscience & Engineering (NSGE), 2020.
    [Bibtex] 
    @InProceedings{picetti2020tool,
author = {Picetti, Francesco and Lombardi, Federico and Lipari, Vincenzo and Bestagini, Paolo and Tubaro, Stefano and Lualdi, Maurizio},
booktitle = {3rd Asia Pacific Meeting on Near Surface Geoscience & Engineering (NSGE)},
title = {A Tool for Processing Seismic Images: Study on CycleGAN},
doi = {10.3997/2214-4609.202071085},
groups = {geophysics},
year = {2020},
}

2019

  • [DOI] L. Bondi, P. Bestagini, F. Perez-Gonzalez, and S. Tubaro, “Improving PRNU Compression through Preprocessing, Quantization and Coding,” IEEE Transactions on Information Forensics and Security (TIFS), vol. 14, pp. 608-620, 2019.
    [Bibtex] 
    @article{bondi2019improving,
author = {Bondi, L. and Bestagini, P. and Perez-Gonzalez, F. and Tubaro, S.},
doi = {10.1109/TIFS.2018.2859587},
groups = {forensics},
journal = {IEEE Transactions on Information Forensics and Security (TIFS)},
pages = {608-620},
title = {Improving {PRNU} Compression through Preprocessing, Quantization and Coding},
volume = {14},
year = {2019},
Bdsk-Url-1 = {https://doi.org/10.1109/TIFS.2018.2859587}}
  • [DOI] E. R. Bartusiak, S. K. Yarlagadda, D. Güera, P. Bestagini, S. Tubaro, F. M. Zhu, and E. J. Delp, “Splicing Detection and Localization In Satellite Imagery Using Conditional GANs,” in IEEE Conference on Multimedia Information Processing and Retrieval (MIPR), 2019.
    [Bibtex] 
    @inproceedings{bartusiak2019splicing,
author = {E. R. {Bartusiak} and S. K. {Yarlagadda} and D. {G\"uera} and P. {Bestagini} and S. {Tubaro} and F. M. {Zhu} and E. J. {Delp}},
booktitle = {IEEE Conference on Multimedia Information Processing and Retrieval (MIPR)},
doi = {10.1109/MIPR.2019.00024},
groups = {forensics},
title = {Splicing Detection and Localization In Satellite Imagery Using Conditional {GAN}s},
year = {2019},
Bdsk-Url-1 = {https://doi.org/10.1109/MIPR.2019.00024}}
  • [DOI] A. Lieto, D. Moro, F. Devoti, C. Parera, V. Lipari, P. Bestagini, and S. Tubaro, “”Hello? Who Am I Talking to?” A Shallow CNN Approach for Human vs. Bot Speech Classification,” in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019.
    [Bibtex] 
    @inproceedings{lieto2019hello?,
author = {A. {Lieto} and D. {Moro} and F. {Devoti} and C. {Parera} and V. {Lipari} and P. {Bestagini} and S. {Tubaro}},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
doi = {10.1109/ICASSP.2019.8682743},
groups = {forensics},
title = {{"Hello? Who Am I Talking to?" A Shallow CNN Approach for Human vs. Bot Speech Classification}},
year = {2019},
Bdsk-Url-1 = {https://doi.org/10.1109/ICASSP.2019.8682743}}
  • [DOI] S. K. Yarlagadda, D. Güera, D. M. Montserrat, F. M. Zhu, E. J. Delp, P. Bestagini, and S. Tubaro, “Shadow Removal Detection and Localization for Forensics Analysis,” in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019.
    [Bibtex] 
    @inproceedings{yarlagadda2019shadow,
author = {S. K. {Yarlagadda} and D. {G\"uera} and D. M. {Montserrat} and F. M. {Zhu} and E. J. {Delp} and P. {Bestagini} and S. {Tubaro}},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
doi = {10.1109/ICASSP.2019.8683695},
groups = {forensics},
title = {Shadow Removal Detection and Localization for Forensics Analysis},
year = {2019},
Bdsk-Url-1 = {https://doi.org/10.1109/ICASSP.2019.8683695}}
  • [DOI] P. R. M. Júnior, L. Bondi, P. Bestagini, S. Tubaro, and A. Rocha, “An In-Depth Study on Open-Set Camera Model Identification,” IEEE Access, 2019.
    [Bibtex] 
    @article{junior2019depth,
author = {P. R. M. {J\'unior} and L. {Bondi} and P. {Bestagini} and S. {Tubaro} and A. {Rocha}},
doi = {10.1109/ACCESS.2019.2921436},
groups = {forensics},
journal = {IEEE Access},
title = {An In-Depth Study on Open-Set Camera Model Identification},
year = {2019},
Bdsk-Url-1 = {https://doi.org/10.1109/ACCESS.2019.2921436}}
  • [DOI] S. Mandelli, P. Bestagini, L. Verdoliva, and S. Tubaro, “Facing Device Attribution Problem for Stabilized Video Sequences,” IEEE Transactions on Information Forensics and Security (TIFS), 2019.
    [Bibtex] 
    @article{mandelli2019facing,
author = {S. {Mandelli} and P. {Bestagini} and L. {Verdoliva} and S. {Tubaro}},
doi = {10.1109/TIFS.2019.2918644},
groups = {forensics},
journal = {IEEE Transactions on Information Forensics and Security (TIFS)},
title = {Facing Device Attribution Problem for Stabilized Video Sequences},
year = {2019},
Bdsk-Url-1 = {https://doi.org/10.1109/TIFS.2019.2918644}}
  • [DOI] F. Picetti, V. Lipari, P. Bestagini, and S. Tubaro, “Seismic Image Processing through the Generative Adversarial Network,” Interpretation, vol. 7, 2019.
    [Bibtex] 
    @article{picetti2019seismic,
author = {Picetti, Francesco and Lipari, Vincenzo and Bestagini, Paolo and Tubaro, Stefano},
doi = {10.1190/INT-2018-0232.1},
groups = {geophysics},
journal = {Interpretation},
title = {Seismic Image Processing through the Generative Adversarial Network},
volume = {7},
year = {2019},
Bdsk-Url-1 = {https://doi.org/10.1190/INT-2018-0232.1}}
  • N. Bonettini, D. Güera, L. Bondi, P. Bestagini, E. J. Delp, and S. Tubaro, “Image Anonymization Detection with Deep Handcrafted Features,” in IEEE International Conference on Image Processing (ICIP), 2019.
    [Bibtex] 
    @inproceedings{bonettini2019image,
author = {Bonettini, Nicolo and G{\"u}era, David and Bondi, Luca and Bestagini, Paolo and Delp, Edward J and Tubaro, Stefano},
booktitle = {IEEE International Conference on Image Processing (ICIP)},
groups = {forensics},
title = {Image Anonymization Detection with Deep Handcrafted Features},
url = {https://engineering.purdue.edu/~dgueraco/content/prnu_icip.pdf},
year = {2019},
Bdsk-Url-1 = {https://engineering.purdue.edu/~dgueraco/content/prnu_icip.pdf}}
  • D. Güera, S. Baireddy, P. Bestagini, S. Tubaro, and E. J. Delp, “We Need No Pixels: Video Manipulation Detection Using Stream Descriptors,” in International Conference on Machine Learning (ICML), Synthetic Realities: Deep Learning for Detecting AudioVisual Fakes Workshop, 2019.
    [Bibtex] 
    @inproceedings{gueera2019we,
author = {G{\"u}era, D. and Baireddy, S. and Bestagini, P. and Tubaro, S. and Delp, E. J.},
booktitle = {International Conference on Machine Learning (ICML), Synthetic Realities: Deep Learning for Detecting AudioVisual Fakes Workshop},
groups = {forensics},
title = {We Need No Pixels: Video Manipulation Detection Using Stream Descriptors},
year = {2019}}
  • J. Horvath, D. Güera, S. Kalyan Yarlagadda, P. Bestagini, F. Maggie Zhu, S. Tubaro, and E. J. Delp, “Anomaly-Based Manipulation Detection in Satellite Images,” in IEEE Conference on Computer Vision and Pattern Recognition Workshop (CVPRW), 2019.
    [Bibtex] 
    @inproceedings{horvath2019anomaly,
author = {Horvath, Janos and G\"uera, David and Kalyan Yarlagadda, Sri and Bestagini, Paolo and Maggie Zhu, Fengqing and Tubaro, Stefano and Delp, Edward J.},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition Workshop (CVPRW)},
groups = {forensics},
title = {Anomaly-Based Manipulation Detection in Satellite Images},
year = {2019}}
  • [DOI] F. Devoti, C. Parera, A. Lieto, D. Moro, V. Lipari, P. Bestagini, and S. Tubaro, “Wavefield compression for seismic imaging via convolutional neural networks,” in Society of Exploration Geophysicists International Exposition and Annual Meeting (SEG), 2019.
    [Bibtex] 
    @inproceedings{devoti2019wavefield,
author = {Devoti, Francesco and Parera, Claudia and Lieto, Alessandro and Moro, Daniele and Lipari, Vincenzo and Bestagini, Paolo and Tubaro, Stefano},
booktitle = {Society of Exploration Geophysicists International Exposition and Annual Meeting (SEG)},
doi = {10.1190/segam2019-3216395.1},
groups = {geophysics},
title = {Wavefield compression for seismic imaging via convolutional neural networks},
year = {2019},
Bdsk-Url-1 = {https://doi.org/10.1190/segam2019-3216395.1}}
  • [DOI] F. Lombardi, M. Lualdi, F. Picetti, and P. Bestagini, “Identification and Recognition of Landmine Internal Structure Scattering Contribution from GPR Data,” in European Meeting of Environmental and Engineering Geophysics, 2019.
    [Bibtex] 
    @InProceedings{lombardi2019identification,
author = {Lombardi, Federico and Lualdi, Maurizio and Picetti, Francesco and Bestagini, Paolo},
booktitle = {European Meeting of Environmental and Engineering Geophysics},
title = {Identification and Recognition of Landmine Internal Structure Scattering Contribution from {GPR} Data},
doi = {10.3997/2214-4609.201902398},
groups = {polimine},
year = {2019},
}
  • [DOI] N. Bonettini, M. Paracchini, P. Bestagini, M. Marcon, and S. Tubaro, “Hyperspectral X-ray Denoising: Model-Based and Data-Driven Solutions,” in European Signal Processing Conference (EUSIPCO), 2019, pp. 1-5.
    [Bibtex] 
    @inproceedings{bonettini2019hyperspectral,
author = {N. {Bonettini} and M. {Paracchini} and P. {Bestagini} and M. {Marcon} and S. {Tubaro}},
booktitle = {European Signal Processing Conference (EUSIPCO)},
doi = {10.23919/EUSIPCO.2019.8903151},
groups = {image},
pages = {1-5},
title = {Hyperspectral X-ray Denoising: Model-Based and Data-Driven Solutions},
year = {2019},
Bdsk-Url-1 = {https://doi.org/10.23919/EUSIPCO.2019.8903151}}
  • [DOI] P. R. M. Júnior, L. Bondi, P. Bestagini, A. Rocha, and S. Tubaro, “A PRNU-Based Method to Expose Video Device Compositions in Open-Set Setups,” in IEEE International Conference on Image Processing (ICIP), 2019.
    [Bibtex] 
    @inproceedings{junior2019prnu,
author = {P. R. M. {J{\'u}nior} and L. {Bondi} and P. {Bestagini} and A. {Rocha} and S. {Tubaro}},
booktitle = {IEEE International Conference on Image Processing (ICIP)},
doi = {10.1109/ICIP.2019.8802981},
groups = {forensics},
title = {A {PRNU}-Based Method to Expose Video Device Compositions in Open-Set Setups},
year = {2019},
Bdsk-Url-1 = {https://doi.org/10.1109/ICIP.2019.8802981}}
  • C. Borrelli, P. Bestagini, F. Antonacci, A. Sarti, and S. Tubaro, “Automatic Reliability Estimation for Speech Audio Surveillance Recordings,” in IEEE International Workshop on Information Forensics and Security (WIFS), 2019.
    [Bibtex] 
    @inproceedings{borrelli2019automatic,
author = {C. {Borrelli} and P. {Bestagini} and F. {Antonacci} and A. {Sarti} and S. {Tubaro}},
booktitle = {IEEE International Workshop on Information Forensics and Security (WIFS)},
groups = {forensics},
title = {Automatic Reliability Estimation for Speech Audio Surveillance Recordings},
year = {2019}}

2018

  • [DOI] F. Picetti, G. Testa, F. Lombardi, P. Bestagini, M. Lualdi, and S. Tubaro, “Convolutional Autoencoder for Landmine Detection on GPR Scans,” in IEEE International Conference on Telecommunications and Signal Processing (TSP), 2018.
    [Bibtex] 
    @InProceedings{picetti2018convolutional,
author = {Picetti, Francesco and Testa, Giuseppe and Lombardi, Federico and Bestagini, Paolo and Lualdi, Maurizio and Tubaro, Stefano},
booktitle = {IEEE International Conference on Telecommunications and Signal Processing (TSP)},
title = {Convolutional Autoencoder for Landmine Detection on {GPR} Scans},
doi = {10.1109/TSP.2018.8441206},
groups = {polimine},
year = {2018},
}
  • S. Mandelli, D. Cozzolino, P. Bestagini, L. Verdoliva, and S. Tubaro, “Blind Detection and Localization of Video Temporal Splicing Exploiting Sensor-Based Footprints,” in European Signal Processing Conference (EUSIPCO), 2018.
    [Bibtex] 
    @inproceedings{mandelli2018blind,
author = {Mandelli, S. and Cozzolino, D. and Bestagini, P. and Verdoliva, L. and Tubaro, S.},
booktitle = {European Signal Processing Conference (EUSIPCO)},
groups = {forensics},
title = {Blind Detection and Localization of Video Temporal Splicing Exploiting Sensor-Based Footprints},
year = {2018}}
  • S. Mandelli, F. Borra, V. Lipari, P. Bestagini, A. Sarti, and S. Tubaro, “Seismic Data Interpolation Through Convolutional Autoencoder,” in Society of Exploration Geophysicists International Exposition and Annual Meeting (SEG), 2018.
    [Bibtex] 
    @inproceedings{mandelli2018seismic,
author = {Mandelli, Sara and Borra, Federico and Lipari, Vincenzo and Bestagini, Paolo and Sarti, Augusto and Tubaro, Stefano},
booktitle = {Society of Exploration Geophysicists International Exposition and Annual Meeting (SEG)},
groups = {geophysics},
title = {Seismic Data Interpolation Through Convolutional Autoencoder},
year = {2018}}
  • S. K. Yarlagadda, D. Güera, P. Bestagini, F. M. Zhu, S. Tubaro, and E. J. Delp, “Satellite Image Forgery Detection and Localization Using GAN and One-Class Classifier,” in IS&T Electronic Imaging (EI), 2018.
    [Bibtex] 
    @inproceedings{yarlagadda2018satellite,
author = {Yarlagadda, Sri K. and G{\"u}era, David and Bestagini, Paolo and Zhu, F. M. and Tubaro, Stefano and Delp, Edward J.},
booktitle = {IS\&T Electronic Imaging (EI)},
groups = {forensics},
title = {Satellite Image Forgery Detection and Localization Using GAN and One-Class Classifier},
year = {2018}}
  • D. Güera, S. K. Yarlagadda, P. Bestagini, F. M. Zhu, S. Tubaro, and E. J. Delp, “Reliability Map Estimation For CNN-Based Camera Model Attribution,” in IEEE Winter Conference on Applications of Computer Vision (WACV), 2018.
    [Bibtex] 
    @inproceedings{gueera2018reliability,
author = {G{\"u}era, David and Yarlagadda, Sri K. and Bestagini, Paolo and Zhu, F. M. and Tubaro, Stefano and Delp, Edward J.},
booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
groups = {forensics},
title = {Reliability Map Estimation For CNN-Based Camera Model Attribution},
year = {2018}}
  • S. Mandelli, N. Bonettini, P. Bestagini, V. Lipari, and S. Tubaro, “Multiple JPEG compression detection through task-driven non-negative matrix factorization,” in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018.
    [Bibtex] 
    @inproceedings{mandelli2018multiple,
author = {Mandelli, Sara and Bonettini, Nicolo and Bestagini, Paolo and Lipari, Vincenzo and Tubaro, Stefano},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
groups = {forensics},
title = {Multiple {JPEG} compression detection through task-driven non-negative matrix factorization},
year = {2018}}
  • N. Bonettini, L. Bondi, D. Güera, S. Mandelli, P. Bestagini, S. Tubaro, and E. J. Delp, “Fooling PRNU-Based Detectors Through Convolutional Neural Networks,” in European Signal Processing Conference (EUSIPCO), 2018.
    [Bibtex] 
    @inproceedings{bonettini2018fooling,
author = {Bonettini, N. and Bondi, L. and G{\"u}era, D. and Mandelli, S. and Bestagini, P. and Tubaro, S. and Delp, E. J.},
booktitle = {European Signal Processing Conference (EUSIPCO)},
groups = {forensics},
title = {Fooling PRNU-Based Detectors Through Convolutional Neural Networks},
year = {2018}}
  • S. Verde, L. Bondi, P. Bestagini, S. Milani, G. Calvagno, and S. Tubaro, “Video Codec Forensics Based on Convolutional Neural Networks,” in IEEE International Conference on Image Processing (ICIP), 2018.
    [Bibtex] 
    @inproceedings{verde2018video,
author = {Verde, Sebastiano and Bondi, Luca and Bestagini, Paolo and Milani, Simone and Calvagno, Giancarlo and Tubaro, Stefano},
booktitle = {IEEE International Conference on Image Processing (ICIP)},
groups = {forensics},
title = {Video Codec Forensics Based on Convolutional Neural Networks},
year = {2018}}
  • [DOI] F. Picetti, V. Lipari, P. Bestagini, and S. Tubaro, “A Generative Adversarial Network For Seismic Imaging Applications,” in Society of Exploration Geophysicists International Exposition and Annual Meeting (SEG), 2018.
    [Bibtex] 
    @InProceedings{picetti2018generative,
author = {Picetti, Francesco and Lipari, Vincenzo and Bestagini, Paolo and Tubaro, Stefano},
booktitle = {Society of Exploration Geophysicists International Exposition and Annual Meeting (SEG)},
title = {A Generative Adversarial Network For Seismic Imaging Applications},
doi = {10.1190/segam2018-2995439.1},
groups = {geophysics},
year = {2018},
}
  • L. Comanducci, F. Borra, P. Bestagini, F. Antonacci, A. Sarti, and S. Tubaro, “Ray Space Transform Interpolation with Convolutional Autoencoder,” in International Workshop on Acoustic Signal Enhancement (IWAENC), 2018.
    [Bibtex] 
    @inproceedings{comanducci2018ray,
author = {Comanducci, Luca and Borra, Federico and Bestagini, Paolo and Antonacci, Fabio and Sarti, Augusto and Tubaro, Stefano},
booktitle = {International Workshop on Acoustic Signal Enhancement (IWAENC)},
groups = {audio, space-time},
title = {Ray Space Transform Interpolation with Convolutional Autoencoder},
year = {2018}}
  • [DOI] N. Bonettini, L. Bondi, P. Bestagini, and S. Tubaro, “JPEG Implementation Forensics Based on Eigen-Algorithms,” in IEEE International Workshop on Information Forensics and Security (WIFS), 2018.
    [Bibtex] 
    @inproceedings{bonettini2018jpeg,
author = {N. {Bonettini} and L. {Bondi} and P. {Bestagini} and S. {Tubaro}},
booktitle = {IEEE International Workshop on Information Forensics and Security (WIFS)},
doi = {10.1109/WIFS.2018.8630765},
groups = {forensics},
title = {{JPEG} Implementation Forensics Based on Eigen-Algorithms},
year = {2018},
Bdsk-Url-1 = {https://doi.org/10.1109/WIFS.2018.8630765}}
  • [DOI] M. Stamm, P. Bestagini, L. Marcenaro, and P. Campisi, “Forensic Camera Model Identification: Highlights from the IEEE Signal Processing Cup 2018 Student Competition [SP Competitions],” IEEE Signal Processing Magazine (SPM), vol. 35, pp. 168-174, 2018.
    [Bibtex] 
    @article{stamm2018forensic,
author = {M. {Stamm} and P. {Bestagini} and L. {Marcenaro} and P. {Campisi}},
doi = {10.1109/MSP.2018.2847326},
groups = {forensics},
journal = {IEEE Signal Processing Magazine (SPM)},
pages = {168-174},
title = {{Forensic Camera Model Identification: Highlights from the IEEE Signal Processing Cup 2018 Student Competition [SP Competitions]}},
volume = {35},
year = {2018},
Bdsk-Url-1 = {https://doi.org/10.1109/MSP.2018.2847326}}

2017

  • [DOI] L. Bondi, L. Baroffio, D. Güera, P. Bestagini, E. J. Delp, and S. Tubaro, “First Steps Toward Camera Model Identification With Convolutional Neural Networks,” IEEE Signal Processing Letters (SPL), vol. 24, pp. 259-263, 2017.
    [Bibtex] 
    @article{bondi2017first,
author = {Bondi, Luca and Baroffio, Luca and G{\"u}era, David and Bestagini, Paolo and Delp, Edward J. and Tubaro, Stefano},
doi = {10.1109/LSP.2016.2641006},
groups = {forensics},
journal = {IEEE Signal Processing Letters (SPL)},
pages = {259-263},
title = {First Steps Toward Camera Model Identification With Convolutional Neural Networks},
volume = {24},
year = {2017},
Bdsk-Url-1 = {https://doi.org/10.1109/LSP.2016.2641006}}
  • [DOI] A. Ferreira, L. Bondi, L. Baroffio, P. Bestagini, J. Huang, J. A. dos Santos, S. Tubaro, and A. Rocha, “Data-Driven Feature Characterization Techniques for Laser Printer Attribution,” IEEE Transactions on Information Forensics and Security (TIFS), vol. 12, pp. 1860-1873, 2017.
    [Bibtex] 
    @article{ferreira2017data,
author = {A. Ferreira and L. Bondi and L. Baroffio and P. Bestagini and J. Huang and J. A. dos Santos and S. Tubaro and A. Rocha},
doi = {10.1109/TIFS.2017.2692722},
groups = {forensics},
journal = {IEEE Transactions on Information Forensics and Security (TIFS)},
pages = {1860-1873},
title = {Data-Driven Feature Characterization Techniques for Laser Printer Attribution},
volume = {12},
year = {2017},
Bdsk-Url-1 = {https://doi.org/10.1109/TIFS.2017.2692722}}
  • L. Bondi, D. Güera, L. Baroffio, P. Bestagini, E. J. Delp, and S. Tubaro, “A Preliminary Study on Convolutional Neural Networks for Camera Model Identification,” in IS&T Electronic Imaging (EI), 2017.
    [Bibtex] 
    @inproceedings{bondi2017preliminary,
author = {L. Bondi and D. G{\"u}era and L. Baroffio and P. Bestagini and E. J. Delp and S. Tubaro},
booktitle = {IS\&T Electronic Imaging (EI)},
groups = {forensics},
title = {A Preliminary Study on Convolutional Neural Networks for Camera Model Identification},
year = {2017}}
  • M. Zanoni, S. Lusardi, P. Bestagini, A. Canclini, A. Sarti, and S. Tubaro, “Efficient Music Identification Approach Based on Local Spectrogram Image Descriptors,” in Audio Engineering Society (AES) Convention, 2017.
    [Bibtex] 
    @inproceedings{zanoni2017efficient,
author = {Zanoni, Massimiliano and Lusardi, Stefano and Bestagini, Paolo and Canclini, Antonio and Sarti, Augusto and Tubaro, Stefano},
booktitle = {Audio Engineering Society (AES) Convention},
groups = {audio, mir},
title = {Efficient Music Identification Approach Based on Local Spectrogram Image Descriptors},
year = {2017}}
  • S. Milani, P. Bestagini, and S. Tubaro, “Video Phylogeny Tree Reconstruction Using Aging Measures,” in European Signal Processing Conference (EUSIPCO), 2017.
    [Bibtex] 
    @inproceedings{milani2017video,
author = {Milani, Simone and Bestagini, Paolo and Tubaro, Stefano},
booktitle = {European Signal Processing Conference (EUSIPCO)},
groups = {forensics},
title = {Video Phylogeny Tree Reconstruction Using Aging Measures},
year = {2017}}
  • S. Lameri, F. Lombardi, P. Bestagini, M. Lualdi, and S. Tubaro, “Landmine Detection from GPR Data Using Convolutional Neural Networks,” in European Signal Processing Conference (EUSIPCO), 2017.
    [Bibtex] 
    @inproceedings{lameri2017landmine,
author = {Lameri, Silvia and Lombardi, Federico and Bestagini, Paolo and Lualdi, Maurizio and Tubaro, Stefano},
booktitle = {European Signal Processing Conference (EUSIPCO)},
groups = {polimine},
title = {Landmine Detection from GPR Data Using Convolutional Neural Networks},
year = {2017}}
  • S. Mandelli, L. Bondi, S. Lameri, V. Lipari, P. Bestagini, and S. Tubaro, “Inpainting-Based Camera Anonymization,” in IEEE International Conference on Image Processing (ICIP), 2017.
    [Bibtex] 
    @inproceedings{mandelli2017inpainting,
author = {Mandelli, Sara and Bondi, Luca and Lameri, Silvia and Lipari, Vincenzo and Bestagini, Paolo and Tubaro, Stefano},
booktitle = {IEEE International Conference on Image Processing (ICIP)},
groups = {forensics},
title = {Inpainting-Based Camera Anonymization},
year = {2017}}
  • S. Lameri, L. Bondi, P. Bestagini, and S. Tubaro, “Near-Duplicate Video Detection Exploiting Noise Residual Traces,” in IEEE International Conference on Image Processing (ICIP), 2017.
    [Bibtex] 
    @inproceedings{lameri2017duplicate,
author = {Lameri, Silvia and Bondi, Luca and Bestagini, Paolo and Tubaro, Stefano},
booktitle = {IEEE International Conference on Image Processing (ICIP)},
groups = {forensics},
title = {Near-Duplicate Video Detection Exploiting Noise Residual Traces},
year = {2017}}
  • J. Brogan, P. Bestagini, A. Bharati, A. Pinto, D. Moreira, K. Bowyer, P. Flynn, A. Rocha, and W. Scheirer, “Spotting the Difference: Context Retrieval and Analysis for Improved Forgery Detection and Localization,” in IEEE International Conference on Image Processing (ICIP), 2017.
    [Bibtex] 
    @inproceedings{brogan2017spotting,
author = {Brogan, J. and Bestagini, P. and Bharati, A. and Pinto, A. and Moreira, D. and Bowyer, K. and Flynn, P. and Rocha, A. and Scheirer, W.},
booktitle = {IEEE International Conference on Image Processing (ICIP)},
groups = {forensics},
title = {Spotting the Difference: Context Retrieval and Analysis for Improved Forgery Detection and Localization},
year = {2017}}
  • S. Verde, S. Milani, P. Bestagini, and S. Tubaro, “Audio Phylogenetic Analysis using Geometric Transforms,” in IEEE International Workshop on Information Forensics and Security (WIFS), 2017.
    [Bibtex] 
    @inproceedings{verde2017audio,
author = {Verde, Sebastiano and Milani, Simone and Bestagini, Paolo and Tubaro, Stefano},
booktitle = {IEEE International Workshop on Information Forensics and Security (WIFS)},
groups = {forensics},
title = {Audio Phylogenetic Analysis using Geometric Transforms},
year = {2017}}
  • L. Bondi, F. Perez-Gonzalez, P. Bestagini, and S. Tubaro, “Design of Projection Matrices for PRNU Compression,” in IEEE International Workshop on Information Forensics and Security (WIFS), 2017.
    [Bibtex] 
    @inproceedings{bondi2017design,
author = {Bondi, Luca and Perez-Gonzalez, Fernando and Bestagini, Paolo and Tubaro, Stefano},
booktitle = {IEEE International Workshop on Information Forensics and Security (WIFS)},
groups = {forensics},
title = {Design of Projection Matrices for PRNU Compression},
year = {2017}}
  • [DOI] D. Güera, Y. Wang, L. Bondi, P. Bestagini, S. Tubaro, and E. J. Delp, “A Counter-Forensic Method for CNN-Based Camera Model Identification,” in IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2017.
    [Bibtex] 
    @inproceedings{gueera2017counter,
author = {D. G{\"u}era and Y. Wang and L. Bondi and P. Bestagini and S. Tubaro and E. J. Delp},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)},
doi = {10.1109/CVPRW.2017.230},
groups = {forensics},
title = {A Counter-Forensic Method for CNN-Based Camera Model Identification},
year = {2017},
Bdsk-Url-1 = {https://doi.org/10.1109/CVPRW.2017.230}}
  • [DOI] P. Bestagini, V. Lipari, and S. Tubaro, “A machine learning approach to facies classification using well logs,” in Society of Exploration Geophysicists International Exposition and Annual Meeting (SEG), 2017.
    [Bibtex] 
    @inproceedings{bestagini2017machine,
author = {Bestagini, Paolo and Lipari, Vincenzo and Tubaro, Stefano},
booktitle = {Society of Exploration Geophysicists International Exposition and Annual Meeting (SEG)},
doi = {10.1190/segam2017-17729805.1},
eprint = {http://library.seg.org/doi/pdf/10.1190/segam2017-17729805.1},
groups = {geophysics},
title = {A machine learning approach to facies classification using well logs},
year = {2017},
Bdsk-Url-1 = {https://doi.org/10.1190/segam2017-17729805.1}}
  • M. Barni, L. Bondi, N. Bonettini, P. Bestagini, A. Costanzo, M. Maggini, B. Tondi, and S. Tubaro, “Aligned and non-aligned double JPEG detection using convolutional neural networks,” Journal of Visual Communication and Image Representation, vol. 49, pp. 153-163, 2017.
    [Bibtex] 
    @article{barni2017aligned,
author = {M. Barni and L. Bondi and N. Bonettini and P. Bestagini and A. Costanzo and M. Maggini and B. Tondi and S. Tubaro},
groups = {forensics},
journal = {Journal of Visual Communication and Image Representation},
pages = {153-163},
title = {Aligned and non-aligned double {JPEG} detection using convolutional neural networks},
volume = {49},
year = {2017}}
  • [DOI] M. Compagnoni, A. Canclini, P. Bestagini, F. Antonacci, A. Sarti, and S. Tubaro, “Source localization and denoising: a perspective from the TDOA space,” Multidimensional Systems and Signal Processing, vol. 28, iss. 4, pp. 1283-1308, 2017.
    [Bibtex] 
    @article{compagnoni2017source,
author = {Compagnoni, M. and Canclini, A. and Bestagini, P. and Antonacci, F. and Sarti, A. and Tubaro, S.},
doi = {10.1007/s11045-016-0400-9},
groups = {audio, space-time},
journal = {Multidimensional Systems and Signal Processing},
number = {4},
pages = {1283-1308},
title = {Source localization and denoising: a perspective from the TDOA space},
volume = {28},
year = {2017},
Bdsk-Url-1 = {https://doi.org/10.1007/s11045-016-0400-9}}
  • [DOI] M. Compagnoni, A. Pini, A. Canclini, P. Bestagini, F. Antonacci, S. Tubaro, and A. Sarti, “A Geometrical-Statistical Approach to Outlier Removal for TDOA Measurements,” IEEE Transactions on Signal Processing (TSP), vol. 65, iss. 15, pp. 3960-3975, 2017.
    [Bibtex] 
    @article{compagnoni2017geometrical,
art_number = {7919224},
author = {Compagnoni, M. and Pini, A. and Canclini, A. and Bestagini, P. and Antonacci, F. and Tubaro, S. and Sarti, A.},
doi = {10.1109/TSP.2017.2701311},
groups = {audio, space-time},
journal = {IEEE Transactions on Signal Processing (TSP)},
number = {15},
pages = {3960-3975},
title = {A Geometrical-Statistical Approach to Outlier Removal for TDOA Measurements},
volume = {65},
year = {2017},
Bdsk-Url-1 = {https://doi.org/10.1109/TSP.2017.2701311}}
  • [DOI] L. Bondi, S. Lameri, D. Güera, P. Bestagini, E. J. Delp, and S. Tubaro, “Tampering Detection and Localization Through Clustering of Camera-Based CNN Features,” in IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2017.
    [Bibtex] 
    @inproceedings{bondi2017tampering,
author = {L. Bondi and S. Lameri and D. G{\"u}era and P. Bestagini and E. J. Delp and S. Tubaro},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)},
doi = {10.1109/CVPRW.2017.232},
groups = {forensics},
title = {Tampering Detection and Localization Through Clustering of Camera-Based CNN Features},
year = {2017}}

2016

  • I. Amerini, P. Bestagini, L. Bondi, R. Caldelli, M. Casini, and S. Tubaro, “Smartphone Fingerprint by Mixing Device Sensors Features,” in IS&T Electronic Imaging (EI), 2016.
    [Bibtex] 
    @inproceedings{amerini2016smartphone,
author = {Amerini, Irene and Bestagini, Paolo and Bondi, Luca and Caldelli, Roberto and Casini, Matteo and Tubaro, Stefano},
booktitle = {IS\&T Electronic Imaging (EI)},
groups = {forensics},
title = {Smartphone Fingerprint by Mixing Device Sensors Features},
year = {2016}}
  • P. Bestagini, M. Tagliasacchi, and S. Tubaro, “Image phylogeny tree reconstruction based on region selection,” in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016.
    [Bibtex] 
    @inproceedings{bestagini2016image,
author = {Bestagini, P. and Tagliasacchi, M. and Tubaro, S.},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
groups = {forensics},
title = {Image phylogeny tree reconstruction based on region selection},
year = {2016}}
  • [DOI] P. Bestagini, S. Milani, M. Tagliasacchi, and S. Tubaro, “Codec and GOP Identification in Double Compressed Videos,” IEEE Transactions on Image Processing (TIP), vol. 25, pp. 2298-2310, 2016.
    [Bibtex] 
    @article{bestagini2016codec,
author = {Bestagini, Paolo and Milani, Simone and Tagliasacchi, Marco and Tubaro, Stefano},
doi = {10.1109/TIP.2016.2541960},
groups = {forensics},
journal = {IEEE Transactions on Image Processing (TIP)},
pages = {2298-2310},
title = {Codec and GOP Identification in Double Compressed Videos},
volume = {25},
year = {2016},
Bdsk-Url-1 = {https://doi.org/10.1109/TIP.2016.2541960}}
  • [DOI] S. Lameri, P. Bestagini, and S. Tubaro, “Video alignment for phylogenetic analysis,” in European Signal Processing Conference (EUSIPCO), 2016.
    [Bibtex] 
    @inproceedings{lameri2016video,
author = {S. Lameri and P. Bestagini and S. Tubaro},
booktitle = {European Signal Processing Conference (EUSIPCO)},
doi = {10.1109/EUSIPCO.2016.7760650},
groups = {forensics},
title = {Video alignment for phylogenetic analysis},
year = {2016},
Bdsk-Url-1 = {https://doi.org/10.1109/EUSIPCO.2016.7760650}}
  • [DOI] S. Milani, P. Bestagini, and S. Tubaro, “Phylogenetic analysis of near-duplicate and semantically-similar images using viewpoint localization,” in IEEE International Workshop on Information Forensics and Security (WIFS), 2016.
    [Bibtex] 
    @inproceedings{milani2016phylogenetic,
author = {S. Milani and P. Bestagini and S. Tubaro},
booktitle = {IEEE International Workshop on Information Forensics and Security (WIFS)},
doi = {10.1109/WIFS.2016.7823909},
groups = {forensics},
title = {Phylogenetic analysis of near-duplicate and semantically-similar images using viewpoint localization},
year = {2016},
Bdsk-Url-1 = {https://doi.org/10.1109/WIFS.2016.7823909}}
  • [DOI] F. O. d. Costa, S. Lameri, P. Bestagini, Z. Dias, S. Tubaro, and A. Rocha, “Hash-based frame selection for video phylogeny,” in IEEE International Workshop on Information Forensics and Security (WIFS), 2016.
    [Bibtex] 
    @inproceedings{o.costa2016hash,
author = {F. d. O. Costa and S. Lameri and P. Bestagini and Z. Dias and S. Tubaro and A. Rocha},
booktitle = {IEEE International Workshop on Information Forensics and Security (WIFS)},
doi = {10.1109/WIFS.2016.7823906},
groups = {forensics},
title = {Hash-based frame selection for video phylogeny},
year = {2016},
Bdsk-Url-1 = {https://doi.org/10.1109/WIFS.2016.7823906}}

2015

  • F. O. Costa, S. Lameri, P. Bestagini, S. Dias, A. Rocha, M. Tagliasacchi, and S. Tubaro, “Phylogeny reconstruction for misaligned and compressed video sequences,” in IEEE International Conference on Image Processing (ICIP), 2015.
    [Bibtex] 
    @inproceedings{costa2015phylogeny,
author = {Costa, F. O. and Lameri, S. and Bestagini, P. and Dias, S. and Rocha, A. and Tagliasacchi, M. and Tubaro, S.},
booktitle = {IEEE International Conference on Image Processing (ICIP)},
groups = {forensics},
title = {Phylogeny reconstruction for misaligned and compressed video sequences},
year = {2015}}
  • A. Melloni, S. Lameri, P. Bestagini, M. Tagliasacchi, and S. Tubaro, “Near-duplicate detection and alignment for multi-view videos,” in IEEE International Conference on Image Processing (ICIP), 2015.
    [Bibtex] 
    @inproceedings{melloni2015duplicate,
author = {Melloni, A. and Lameri, S. and Bestagini, P. and Tagliasacchi, M. and Tubaro, S.},
booktitle = {IEEE International Conference on Image Processing (ICIP)},
groups = {forensics},
title = {Near-duplicate detection and alignment for multi-view videos},
year = {2015}}
  • [DOI] A. Canclini, P. Bestagini, F. Antonacci, M. Compagnoni, A. Sarti, and S. Tubaro, “A Robust and Low-Complexity Source Localization Algorithm for Asynchronous Distributed Microphone Networks,” IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP), vol. 23, iss. 10, pp. 1563-1575, 2015.
    [Bibtex] 
    @article{canclini2015robust,
author = {Canclini, A. and Bestagini, P. and Antonacci, F. and Compagnoni, M. and Sarti, A. and Tubaro, S.},
doi = {10.1109/TASLP.2015.2439040},
groups = {audio, space-time},
journal = {IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP)},
number = {10},
pages = {1563-1575},
title = {A Robust and Low-Complexity Source Localization Algorithm for Asynchronous Distributed Microphone Networks},
volume = {23},
year = {2015},
Bdsk-Url-1 = {https://doi.org/10.1109/TASLP.2015.2439040}}

2014

  • M. Buccoli, P. Bestagini, M. Zanoni, A. Sarti, and S. Tubaro, “Unsupervised feature learning for bootleg detection using deep learning architectures,” in IEEE International Workshop on Information Forensics and Security (WIFS), 2014.
    [Bibtex] 
    @inproceedings{buccoli2014unsupervised,
author = {Buccoli, M. and Bestagini, P. and Zanoni, M. and Sarti, A. and Tubaro, S.},
booktitle = {IEEE International Workshop on Information Forensics and Security (WIFS)},
groups = {forensics},
title = {Unsupervised feature learning for bootleg detection using deep learning architectures},
year = {2014}}
  • L. Gaborini, P. Bestagini, S. Milani, M. Tagliasacchi, and S. Tubaro, “Multi-Clue Image Tampering Localization,” in IEEE International Workshop on Information Forensics and Security (WIFS), 2014.
    [Bibtex] 
    @inproceedings{gaborini2014multi,
author = {Gaborini, L. and Bestagini, P. and Milani, S. and Tagliasacchi, M. and Tubaro, S.},
booktitle = {IEEE International Workshop on Information Forensics and Security (WIFS)},
groups = {forensics},
title = {Multi-Clue Image Tampering Localization},
year = {2014}}
  • S. Lameri, P. Bestagini, A. Melloni, S. Milani, A. Rocha, M. Tagliasacchi, and S. Tubaro, “Who is my parent? Reconstructing video sequences from partially matching shots,” in IEEE International Conference on Image Processing (ICIP), 2014.
    [Bibtex] 
    @inproceedings{lameri2014who,
author = {Lameri, S. and Bestagini, P. and Melloni, A. and Milani, S. and Rocha, A. and Tagliasacchi, M. and Tubaro, S.},
booktitle = {IEEE International Conference on Image Processing (ICIP)},
groups = {forensics},
title = {Who is my parent? {Reconstructing} video sequences from partially matching shots},
year = {2014}}
  • A. Melloni, P. Bestagini, S. Milani, M. Tagliasacchi, A. Rocha, and S. Tubaro, “Image phylogeny through dissimilarity metrics fusion,” in European Workshop on Visual Information Processing (EUVIP), 2014.
    [Bibtex] 
    @inproceedings{melloni2014image,
author = {Melloni, A. and Bestagini, P. and Milani, S. and Tagliasacchi, M. and Rocha, A. and Tubaro, S.},
booktitle = {European Workshop on Visual Information Processing (EUVIP)},
groups = {forensics},
title = {Image phylogeny through dissimilarity metrics fusion},
year = {2014}}
  • S. Milani, P. Bestagini, M. Tagliasacchi, and S. Tubaro, “Antiforensic synthesis of motion vecotrs using template algorithms,” in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2014.
    [Bibtex] 
    @inproceedings{milani2014antiforensic,
author = {Milani, S. and Bestagini, P. and Tagliasacchi, M. and Tubaro, S.},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
groups = {forensics},
title = {Antiforensic synthesis of motion vecotrs using template algorithms},
year = {2014}}
  • S. Milani, P. Bestagini, M. Tagliasacchi, and S. Tubaro, “Demosaicing strategy identification via eigenalgorithms,” in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2014.
    [Bibtex] 
    @inproceedings{milani2014demosaicing,
author = {Milani, S. and Bestagini, P. and Tagliasacchi, M. and Tubaro, S.},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
groups = {forensics},
title = {Demosaicing strategy identification via eigenalgorithms},
year = {2014}}
  • S. Milani, P. F. Piazza, P. Bestagini, and S. Tubaro, “Audio tampering detection using multimodal features,” in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2014.
    [Bibtex] 
    @inproceedings{milani2014audio,
author = {Milani, S. and Piazza, P.F. and Bestagini, P. and Tubaro, S.},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
groups = {forensics},
title = {Audio tampering detection using multimodal features},
year = {2014}}
  • [DOI] P. Bestagini, M. Compagnoni, F. Antonacci, A. Sarti, and S. Tubaro, “TDOA-based acoustic source localization in the space-range reference frame,” Multidimensional Systems and Signal Processing, vol. 25, iss. 2, pp. 337-359, 2014.
    [Bibtex] 
    @article{bestagini2014tdoa,
author = {Bestagini, P. and Compagnoni, M. and Antonacci, F. and Sarti, A. and Tubaro, S.},
doi = {10.1007/s11045-013-0233-8},
groups = {audio, space-time},
journal = {Multidimensional Systems and Signal Processing},
number = {2},
pages = {337-359},
title = {{TDOA}-based acoustic source localization in the space-range reference frame},
volume = {25},
year = {2014},
Bdsk-Url-1 = {https://doi.org/10.1007/s11045-013-0233-8}}

2013

  • P. Bestagini, S. Battaglia, S. Milani, M. Tagliasacchi, and S. Tubaro, “Detection of temporal interpolation in video sequences,” in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2013.
    [Bibtex] 
    @inproceedings{bestagini2013detection,
author = {Bestagini, P. and Battaglia, S. and Milani, S. and Tagliasacchi, M. and Tubaro, S.},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
groups = {forensics},
title = {Detection of temporal interpolation in video sequences},
year = {2013}}
  • P. Bestagini, S. Milani, M. Tagliasacchi, and S. Tubaro, “Video codec identification extending the idempotency property,” in European Workshop on Visual Information Processing (EUVIP), 2013.
    [Bibtex] 
    @inproceedings{bestagini2013video,
author = {Bestagini, P. and Milani, S. and Tagliasacchi, M. and Tubaro, S.},
booktitle = {European Workshop on Visual Information Processing (EUVIP)},
groups = {forensics},
title = {Video codec identification extending the idempotency property},
year = {2013}}
  • P. Bestagini, S. Milani, M. Tagliasacchi, and S. Tubaro, “Local tampering detection in video sequences,” in IEEE International Workshop on Multimedia Signal Processing (MMSP), 2013.
    [Bibtex] 
    @inproceedings{bestagini2013local,
author = {Bestagini, P. and Milani, S. and Tagliasacchi, M. and Tubaro, S.},
booktitle = {IEEE International Workshop on Multimedia Signal Processing (MMSP)},
groups = {forensics},
title = {Local tampering detection in video sequences},
year = {2013}}
  • P. Bestagini, M. Visentini-Scarzanella, M. Tagliasacchi, P. L. Dragotti, and S. Tubaro, “Video recapture detection based on ghosting artifact analysis,” in IEEE International Conference on Image Processing (ICIP), 2013.
    [Bibtex] 
    @inproceedings{bestagini2013videoa,
author = {Bestagini, P. and Visentini-Scarzanella, M. and Tagliasacchi, M. and Dragotti, P.L. and Tubaro, S.},
booktitle = {IEEE International Conference on Image Processing (ICIP)},
groups = {forensics},
title = {Video recapture detection based on ghosting artifact analysis},
year = {2013}}
  • P. Bestagini, M. Zanoni, L. Albonico, A. Paganini, A. Sarti, and S. Tubaro, “Feature-Based Classification for Audio Bootlegs Detection,” in IEEE International Workshop on Information Forensics and Security (WIFS), 2013.
    [Bibtex] 
    @inproceedings{bestagini2013feature,
author = {Bestagini, P. and Zanoni, M. and Albonico, L. and Paganini, A. and Sarti, A. and Tubaro, S.},
booktitle = {IEEE International Workshop on Information Forensics and Security (WIFS)},
groups = {forensics},
title = {Feature-Based Classification for Audio Bootlegs Detection},
year = {2013}}
  • A. Melloni, P. Bestagini, A. Costanzo, M. Barni, M. Tagliasacchi, and S. Tubaro, “Attacking image classification based on Bag-of-Visual-Words,” in IEEE International Workshop on Information Forensics and Security (WIFS), 2013.
    [Bibtex] 
    @inproceedings{melloni2013attacking,
author = {Melloni, A. and Bestagini, P. and Costanzo, A. and Barni, M. and Tagliasacchi, M. and Tubaro, S.},
booktitle = {IEEE International Workshop on Information Forensics and Security (WIFS)},
groups = {forensics},
title = {Attacking image classification based on Bag-of-Visual-Words},
year = {2013}}

2012

  • P. Bestagini, A. Allam, S. Milani, M. Tagliasacchi, and S. Tubaro, “Video codec identification,” in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2012.
    [Bibtex] 
    @inproceedings{bestagini2012video,
author = {Bestagini, P. and Allam, A. and Milani, S. and Tagliasacchi, M. and Tubaro, S.},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
groups = {forensics},
title = {Video codec identification},
year = {2012}}
  • P. Bestagini, M. Fontani, S. Milani, M. Barni, A. Piva, M. Tagliasacchi, and S. Tubaro, “An overview on video forensics,” in European Signal Processing Conference (EUSIPCO), 2012.
    [Bibtex] 
    @inproceedings{bestagini2012overview,
author = {Bestagini, P. and Fontani, M. and Milani, S. and Barni, M. and Piva, A. and Tagliasacchi, M. and Tubaro, S.},
booktitle = {European Signal Processing Conference (EUSIPCO)},
groups = {forensics},
title = {An overview on video forensics},
year = {2012}}
  • S. Milani, P. Bestagini, M. Tagliasacchi, and S. Tubaro, “Multiple compression detection for video sequences,” in IEEE International Workshop on Multimedia Signal Processing (MMSP), 2012.
    [Bibtex] 
    @inproceedings{milani2012multiple,
author = {Milani, S. and Bestagini, P. and Tagliasacchi, M. and Tubaro, S.},
booktitle = {IEEE International Workshop on Multimedia Signal Processing (MMSP)},
groups = {forensics},
title = {Multiple compression detection for video sequences},
year = {2012}}
  • S. Milani, M. Fontani, P. Bestagini, M. Barni, A. Piva, M. Tagliasacchi, and S. Tubaro, “An overview on video forensics,” APSIPA Transactions on Signal and Information Processing, vol. 1, p. e2, 2012.
    [Bibtex] 
    @article{milani2012overview,
author = {Milani, S. and Fontani, M. and Bestagini, P. and Barni, M. and Piva, A. and Tagliasacchi, M. and Tubaro, S.},
groups = {forensics},
journal = {APSIPA Transactions on Signal and Information Processing},
pages = {e2},
title = {An overview on video forensics},
volume = {1},
year = {2012}}
  • [DOI] M. Compagnoni, P. Bestagini, F. Antonacci, A. Sarti, and S. Tubaro, “Localization of Acoustic Sources Through the Fitting of Propagation Cones Using Multiple Independent Arrays,” IEEE Transactions on Audio, Speech, and Language Processing (TASLP), vol. 20, iss. 7, pp. 1964-1975, 2012.
    [Bibtex] 
    @article{compagnoni2012localization,
author = {Compagnoni, M. and Bestagini, P. and Antonacci, F. and Sarti, A. and Tubaro, S.},
doi = {10.1109/TASL.2012.2191958},
groups = {audio, space-time},
journal = {IEEE Transactions on Audio, Speech, and Language Processing (TASLP)},
number = {7},
pages = {1964-1975},
title = {Localization of Acoustic Sources Through the Fitting of Propagation Cones Using Multiple Independent Arrays},
volume = {20},
year = {2012},
Bdsk-Url-1 = {https://doi.org/10.1109/TASL.2012.2191958}}

2011

  • P. Annibale, F. Antonacci, P. Bestagini, A. Brutti, A. Canclini, L. Cristoforetti, E. A. P. Habets, J. Filos, W. Kellermann, K. Kowalczyk, A. Lombard, E. Mabande, D. Markovic, P. A. Naylor, M. Omologo, R. Rabenstein, A. Sarti, P. Svaizer, and M. R. P. Thomas, “The SCENIC project: Space-time audio processing for environment-aware acoustic sensing and rendering,” in Audio Engineering Society (AES) Convention, 2011, pp. 1142-1151.
    [Bibtex] 
    @inproceedings{annibale2011scenic,
author = {Annibale, P. and Antonacci, F. and Bestagini, P. and Brutti, A. and Canclini, A. and Cristoforetti, L. and Habets, E.A.P. and Filos, J. and Kellermann, W. and Kowalczyk, K. and Lombard, A. and Mabande, E. and Markovic, D. and Naylor, P.A. and Omologo, M. and Rabenstein, R. and Sarti, A. and Svaizer, P. and Thomas, M.R.P.},
booktitle = {Audio Engineering Society (AES) Convention},
groups = {audio, space-time},
pages = {1142-1151},
title = {The SCENIC project: Space-time audio processing for environment-aware acoustic sensing and rendering},
volume = {2},
year = {2011}}

2010

  • [DOI] S. D. Valente, M. Tagliasacchi, F. Antonacci, P. Bestagini, A. Sarti, and S. Tubaro, “Geometric calibration of distributed microphone arrays from acoustic source correspondences,” in IEEE International Workshop on Multimedia Signal Processing (MMSP), 2010, pp. 13-18.
    [Bibtex] 
    @inproceedings{valente2010geometric,
art_number = {5661986},
author = {Valente, S.D. and Tagliasacchi, M. and Antonacci, F. and Bestagini, P. and Sarti, A. and Tubaro, S.},
booktitle = {IEEE International Workshop on Multimedia Signal Processing (MMSP)},
doi = {10.1109/MMSP.2010.5661986},
groups = {audio, space-time},
pages = {13-18},
title = {Geometric calibration of distributed microphone arrays from acoustic source correspondences},
year = {2010},
Bdsk-Url-1 = {https://doi.org/10.1109/MMSP.2010.5661986}}