Journal Papers:

J10 M. Barni, L. Bondi, N. Bonettini, P. Bestagini, A. Costanzo, M. Maggini, B. Tondi, S. Tubaro, “Aligned and Non-Aligned Double JPEG Detection Using Convolutional Neural Networks” , Journal of Visual Communication and Image Representation (accepted), 2017 pdf
J9 M. Compagnoni, A. Pini, A. Canclini, P. Bestagini, F. Antonacci, S. Tubaro, A. Sarti , “A Geometrical-Statistical approach to outlier removal for TDOA measuments” , IEEE Transactions on Signal Processing (TSP), 2017 pdf bib
J8 A. Ferreira, L. Bondi, L. Baroffio, P. Bestagini, J. Huang, J. A. dos Santons, S. Tubaro, A. Rocha, “Data-Driven Feature Characterization Techniques for Laser Printer Attribution” , IEEE Transactions on Information Forensics and Security (TIFS), 2017 pdf bib pdf
J7 L. Bondi, L. Baroffio, D. Guera, P. Bestagini, E. J. Delp, S. Tubaro, “First Steps Toward Camera Model Identification with Convolutional Neural Networks” , IEEE Signal Processing Letters, vol. 24, n. 3, 2017 pdf bib pdf
J6 P. Bestagini, S. Milani, M. Tagliasacchi, S. Tubaro, “Codec and GOP Identification in Double Compressed Videos” , IEEE Transactions on Image Processing, vol.25, no.5, pp.2298-2310 ,2016 pdf bib
J5 M. Compagnoni, A. Canclini, P. Bestagini, F. Antonacci, A. Sarti, S. Tubaro, “Source Localization and Denoising: a Perspective from the TDOA Space” , Multidimensional Systems and Signal Processing, 2016 pdf bib
J4 A. Canclini, P. Bestagini, F. Antonacci, M. Compagnoni, A. Sarti, 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, no.10, pp.1563-1575, 2015 pdf bib
J3 P. Bestagini, M. Compagnoni, F. Antonacci, A. Sarti, S. Tubaro, “TDOA-Based Acoustic Source Localization in the Space-Range Reference Frame” , Multidimensional Systems and Signal Processing, 2013 pdf bib
J2 S. Milani, M. Fontani, P. Bestagini, M. Barni, A. Piva, M. Tagliasacchi, S. Tubaro, “An overview on video forensics” , APSIPA Transactions on Signal and Information Processing (TIP), vol.1, 2012 [APSIPA Sadaoki Furui Prize Paper Award] pdf bib
J1 M. Compagnoni, P. Bestagini, F. Antonacci, A. Sarti, 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, no.7, pp.1964-1975, 2012 pdf bib

Conference Papers:

C36 L. Bondi, F. Pérez-González, P. Bestagini, S. Tubaro, “Design of Projection Matrices for PRNU Compression” , IEEE Workshop on Information Forensics and Security (WIFS), Rennes, France, 2017
C35 S. Verde, S. Milani, P. Bestagini, S. Tubaro, “Audio Phylogenetic Analysis using Geometric Transforms” , IEEE Workshop on Information Forensics and Security (WIFS), Rennes, France, 2017
C34 P. Bestagini, V. Lipari, S. Tubaro, “A Machine Learning Approach to Facies Classification Using Well Logs” , Society of Exploration Geophysicists Internetional Exposition and Annual Meeting (SEG), Houston, USA, 2017 pdf bib pdf
C33 S. Mandelli, L. Bondi, S. Lameri, V. Lipari, P. Bestagini, S. Tubaro, “Inpainting-Based Camera Anonymization” , IEEE International Conference on Image Processing (ICIP), Beijing, China, 2017 pdf bib pdf
C32 S. Lameri, L. Bondi, P. Bestagini, S. Tubaro, “Near-Duplicate Video Detection Exploiting Noise Residual Traces” , IEEE International Conference on Image Processing (ICIP), Beijing, China, 2017 pdf bib
C31 J. Brogan, P. Bestagini, A. Bharati, A. Pinto, D. Moreira, K. Bowyer, P. Flynn, A. Rocha, W. Scheirer, “Spotting the Difference: Context Retrieval and Analysis for Improved Forgery Detection and Localization” , IEEE International Conference on Image Processing (ICIP), Beijing, China, 2017 pdf bib pdf
C30 S. Lameri, F. Lombardi, P. Bestagini, M. Lualdi, S. Tubaro, “Landmine Detection from GPR Data Using Convolutional Neural Networks” , European Signal Processing Conference (EUSIPCO), Kos, Greece, 2017 pdf bib
C29 S. Milani, P. Bestagini, S. Tubaro, “Video Phylogeny Tree Reconstruction Using Aging Measures” , European Signal Processing Conference (EUSIPCO), Kos, Greece, 2017 pdf bib
C28 L. Bondi, S. Lameri, D. Güera, P. Bestagini, E. J. Delp, S. Tubaro, “Tampering Detection and Localization through Clustering of Camera-Based CNN Features” , IEEE Conference on Computer Vision and Pattern Recognition Workshop (CVPRW), Honolulu, USA, 2017 pdf bib
C27 D. Güera, Y. Wang, L. Bondi, P. Bestagini, S. Tubaro, E. J. Delp, “A Counter-Forensic Method for CNN-Based Camera Model Identification” , IEEE Conference on Computer Vision and Pattern Recognition Workshop (CVPRW), Honolulu, USA, 2017 pdf bib
C26 M. Zanoni, S. Lusardi, P. Bestagini, A. Canclini, A. Sarti, S. Tubaro, “Efficient Music Identification Approach Based on Local Spectrogram Image Descriptors” , AES Convention, Berlin, Germany, 2017 pdf bib
C25 L. Bondi, D. Guera, L. Baroffio, P. Bestagini, E. J. Delp, S. Tubaro, “A Preliminary Study on Convolutional Neural Networks for Camera Model Identification” , IS&T Electronic Imaging (EI), San Francisco, USA, 2017 pdf bib
C24 F. Costa, S. Lameri, P. Bestagini, Z. Dias, S. Tubaro, A. Rocha, “Hash-Based Frame Selection for Video Phylogeny” , IEEE International Workshop on Information Forensics and Security (WIFS), Abu Dhabi, UAE, 2016 pdf bib
C23 S. Milani, P. Bestagini, S. Tubaro, “Phylogenetic analysis of near-duplicate and semantically-similar images using viewpoint localization” , IEEE International Workshop on Information Forensics and Security (WIFS), Abu Dhabi, UAE, 2016 pdf bib
C22 S. Lameri, P. Bestagini, S. Tubaro, “Video alignment for phylogenetic analysis” , European Signal Processing Conference (EUSIPCO), Budapest, Hungary, 2016 pdf bib
C21 P. Bestagini, M. Tagliasacchi, S. Tubaro, “Image phylogeny tree reconstruction based on region selection” , IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Shanghai, China, 2016 pdf bib
C20 S. Milani, M. Fontana, P. Bestagini, S. Tubaro, “Phylogenetic analysis of near-duplicate images using processing age metrics” , IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Shanghai, China, 2016 pdf bib
C19 I. Amerini, P. Bestagini, L. Bondi, R. Caldelli, M. Casini, S. Tubaro, “Smartphone fingerprint by mixing device sensors features” , IS&T Electronic Imaging (EI), San Francisco, USA, 2016 pdf bib
C18 F. O. Costa, S. Lameri, P. Bestagini, Z. Dias, A. Rocha, M. Tagliasacchi, S. Tubaro, “Phylogeny reconstruction for misaligned and compressed video sequences” , IEEE International Conference on Image Processing (ICIP), Québec City, Canada, 2015 pdf bib
C17 A. Melloni, S. Lameri, P. Bestagini, M. Tagliasacchi, S. Tubaro, “Near-duplicate detection and alignment for multi-view videos” , IEEE International Conference on Image Processing (ICIP), Québec City, Canada, 2015 pdf bib
C16 L. Gaborini, P. Bestagini, S. Milani, M. Tagliasacchi, S. Tubaro, “Multi-clue image tampering localization” , IEEE International Workshop on Information Forensics and Security (WIFS), Atlanta, USA, 2014 pdf bib
C15 M. Buccoli, P. Bestagini, M. Zanoni, A. Sarti, S. Tubaro, “Unsupervised feature learning for bootleg detection using deep learning architectures” , IEEE International Workshop on Information Forensics and Security (WIFS), Atlanta, USA, 2014 pdf bib
C14 A. Melloni, P. Bestagini, S. Milani, M. Tagliasacchi, A. Rocha, S. Tubaro, “Image phylogeny through dissimilarity metrics fusion” , European Workshop on Visual Information Processing (EUVIP), Paris, France, 2014 pdf bib
C13 S. Lameri, P. Bestagini, A. Melloni, S. Milani, A. Rocha, M. Tagliasacchi, S. Tubaro, “Who is my parent? Reconstructing video sequences from partially matching shots” , IEEE International Conference on Image Processing (ICIP), Paris, France, 2014 pdf bib
C12 S. Milani, P. Bestagini, M. Tagliasacchi, S. Tubaro, “Demosaicing strategy identification via eigenalgorithms” , IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Firenze, Italy, 2014 pdf bib
C11 S. Milani, P. Bestagini, M. Tagliasacchi, S. Tubaro, “Antiforensic synthesis of motion vecotrs using template algorithms” , IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Firenze, Italy, 2014 pdf bib
C10 S. Milani, P. F. Piazza, P. Bestagini, S. Tubaro, “Audio tampering detection using multimodal features” , IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Firenze, Italy, 2014 pdf bib
C9 P. Bestagini, M. Zanoni, L. Albonico, A. Paganini, A. Sarti, S. Tubaro, “Feature-based classification for audio bootlegs detection” , IEEE International Workshop on Information Forensics and Security (WIFS), Guangzhou, China, 2013 pdf bib
C8 A. Melloni, P. Bestagini, A. Costanzo, M. Barni, M. Tagliasacchi, S. Tubaro, “Attacking image classification based on Bag-of-Visual-Words” , IEEE International Workshop on Information Forensics and Security (WIFS), Guangzhou, China, 2013 pdf bib
C7 P. Bestagini, S. Milani, M. Tagliasacchi, S. Tubaro, “Local tampering detection in video sequences” , IEEE International Workshop on Multimedia Signal Processing (MMSP), Pula, Italy, 2013 [Top 10% Paper Award] pdf bib
C6 P. Bestagini, M. Visentini-Scarzanella, M. Tagliasacchi, P. L. Dragotti, S. Tubaro, “Video recapture detection based on ghosting artifact analysis” , IEEE International Conference on Image Processing (ICIP), Melbourne, Australia, 2013 pdf bib
C5 P. Bestagini, S. Milani, M. Tagliasacchi, S. Tubaro, “Video codec identification extending the idempotency property” , European Workshop on Visual Information Processing (EUVIP), Paris, France, 2013 pdf bib
C4 P. Bestagini, S. Battaglia, S. Milani, M. Tagliasacchi, S. Tubaro, “Detection of temporal interpolation in video sequences” , IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Vancouver, Canada, 2013 pdf bib
C3 S. Milani, P. Bestagini, M. Tagliasacchi, S. Tubaro, “Multiple Compression Detection for Video Sequences” , IEEE International Workshop on Multimedia Signal Processing (MMSP), Banff, Canada, 2012 [Top 10% Paper Award] pdf bib
C2 P. Bestagini, M. Fontani, S. Milani, M. Barni, A. Piva, M. Tagliasacchi, S. Tubaro, “An overview on video forensics” , European Signal Processing Conference (EUSIPCO), Bucharest, Romania, 2012 pdf bib
C1 P. Bestagini, A. Allam, S. Milani, M. Tagliasacchi, S. Tubaro, “Video codec identification” , IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Kyoto, Japan, 2012 pdf bib