Selected Publications

This page contains only some of the most recent and relevant publications. The publications lists can be  found under the pages of the corresponding people or of the corresponding research areas.

 

Books:

P. Zanuttigh, G. Marin, C. Dal Mutto, F. Dominio, L. Minto, G.M. Cortelazzo, Time-of-Flight and Structured Light Depth Cameras Springer International Publishing, 355 p., ISBN 978-3-319-30971-2,  June 2016

C. Dal Mutto, P. Zanuttigh, G.M. Cortelazzo, Time-of-Flight Cameras and Microsoft Kinect SpringerBriefs in Electrical and Computer Engineering, 95 p., ISBN 978-1-4614-3806-9,  March 2012 Download the pdf online or buy the book from Springer website

 

Selected Publications:
 

• G. Agresti, H. Schafer, P. Sartor, Y. Incesu, P. Zanuttigh, "Unsupervised Domain Adaptation of Deep Networks for ToF Depth Refinement", IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021
  
• A. Maracani, U. Michieli, M. Toldo, P. Zanuttigh, RECALL: Replay-based Continual Learning in Semantic Segmentation, International Conference on Computer Vision (ICCV), 2021.
• U. Michieli and P. Zanuttigh, Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations, International Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
  
• U. Michieli, P. Zanuttigh, Knowledge Distillation for Incremental Learning in Semantic Segmentation, Elsevier Computer Vision and Image Understanding, 2021

 

• U. Michieli, E. Borsato, L. Rossi, P. Zanuttigh, "GMNet: Graph Matching Network for Large Scale Part Semantic Segmentation in the Wild", Proceedings of the European Conference on Computer Vision (ECCV), Edinburgh, UK, 2020.
• U. Michieli, M. Biasetton, G. Agresti, P. Zanuttigh, "Adversarial Learning and Self-Teaching Techniques for Domain Adaptation in Semantic Segmentation", IEEE Transactions on Intelligent Vehicles, 2020
• M. Toldo, U. Michieli, G. Agresti, P. Zanuttigh, "Unsupervised Domain Adaptation for Mobile Semantic Segmentation based on Cycle Consistency and Feature Alignment", Elsevier Image and Vision Computing, 2020

 

• G. Agresti, H. Schaefer, P. Sartor, P. Zanuttigh, "Unsupervised Domain Adaptation for ToF Data Denoising with Adversarial Learning", Proceedings of the Int. Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, USA, 2019
• G. Agresti, L. Minto, G. Marin, P. Zanuttigh, "Stereo and ToF data fusion by learning from synthetic data", Information Fusion, vol. 49, 161-173, 2019

 

• G. Pagnutti, P. Zanuttigh, "Joint segmentation of color and depth data based on splitting and merging driven by surface fitting", Image and Vision Computing, vol. 70 pp 21-31, 2018

 

• G. Marin, P. Zanuttigh, S. Mattoccia, "Reliable Fusion of ToF and Stereo Depth Driven by Confidence Measures", European Conference on Computer Vision (ECCV), 2016. Web site PDF

• C. Dal Mutto, P. Zanuttigh, G.M. Cortelazzo, "Probabilistic ToF and Stereo Data Fusion Based on Mixed Pixels Measurement Models", IEEE Transaction on Pattern Analysis and Machine Intelligence, 2015 PDF
• S. Milani, G. Calvagno, " Distributed Multiple Description Video Transmission via Noncooperative Games With Opportunistic Players", IEEE Transactions on Circuits and Systems for Video Technology, vol. 25, no. 1, 2015, pp. 125-138, DOI: 10.1109/TCSVT.2014.2334066, ISSN: 1051-8215, Bibtex PDF

 

• F. Dominio, M. Donadeo, P. Zanuttigh,"Combining multiple depth-based descriptors for hand gesture recognition", Pattern Recognition Letters, vol. 50, pp. 101-111, 2014 PDF
• S. Milani, M. Tagliasacchi, S. Tubaro, "Discriminating multiple JPEG compressions using first digit features", APSIPA Transactions on Signal and Information Processing, vol. 3, e19, 2014, pp. 1-10, DOI: 10.1017/ATSIP.2014.19, ISSN: 2048-7703, Bibtex PDF Software

 

• R. Mathew, D. Taubman, P. Zanuttigh, "Scalable Coding of Depth Maps with R-D Optimized Embedding", IEEE Transaction on Image Processing, Vol. 22 , n. 5, pp 1982 - 1995, 2013 PDF
• G. Pasqualotto, P. Zanuttigh, G.M. Cortelazzo, "Combining color and shape descriptors for 3D model retrieval", Signal Processing: Image Communication, Volume 28, Issue 6, , Pages 608-623, July 2013PDF

 

• 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, vol. 1 no. 1, Aug. 2012, e2 doi:10.1017/ATSIP2012.2. Bibtex PDF
• C. Dal Mutto, P. Zanuttigh, G.M. Cortelazzo, "Fusion of Geometry and Color Information for Scene Segmentation,"  IEEE Journal of Selected Topics in Signal Processing, vol.6, no.5, pp.505-521, Sept. 2012  PDF

 

• A. Paviotti, D.A. Forsyth, G.M. Cortelazzo, "Lightness Recovery for Pictorial Surfaces", International Journal of Computer Vision, Volume 94, Issue 1, p 54-77, 2011   PDF
• S. Milani, G. Calvagno, "A Cognitive Approach for Effective Coding and Transmission of 3D Video", ACM Transactions on Multimedia Computing, Communications, and Applications (ACM TOMCCAP), vol. 7S, No. 1, Oct. 2011, pp. 23:1-23:21, ISSN: 1551-6857, DOI: 10.1145/2037676.2037680. Video demo available here Bibtex PDF
• L. Cappellari, S. Milani, C. Cruz-Reyes, G. Calvagno, "Resolution Scalable Image Coding with Reversible Cellular Automata", IEEE Trans. on Image Processing, vol. 20 no. 5 pp. 1461-1468, 2011. Bibtex PDF Web site

 

• S. Milani, "Fast H.264/AVC FRExt Intra Coding Using Belief Propagation", IEEE Trans. on Image Processing, vol. 20 no. 1, Jan 2011, pp. 121-131. doi: 10.1109/TIP.2010.2055572 Bibtex PDF Web site
• M. Zamarin, S. Milani, P. Zanuttigh, G.M. Cortelazzo, "A novel multi-view image coding scheme based on view-warping and 3D-DCT", Journal of Visual Communication and Image Representation, vol. 21; p. 462-473,2010
• S. Milani, G.Calvagno,"A Depth Image Coder Based on Progressive Silhouettes," IEEE Signal Processing Letters, vol. 17, no. 8, Aug. 2010, pp. 711 - 714. Bibtex PDF Web site Software
• S. Milani, G.Calvagno, "Multiple Description Distributed Video Coding Using Redundant Slices and Lossy Syndromes," IEEE Signal Processing Letters, Vol. 17, no. 1, pp. 51-54, Jan 2010, doi: 10.1109/LSP.2009.2031748. Bibtex PDF Web site

 

• N. Brusco, P. Zanuttigh, D. Taubman and G.M. Cortelazzo, "A novel framework for the interactive transmission of 3d scenes". Signal Processing-Image Communication, vol. 21, pp. 787-811 ISSN: 0923-5965. October 2006.
• L. Lucchese, S. Leorin and G.M. Cortelazzo, "Estimation of Two-Dimensional Affine Transformations Through Polar Curve Matching and Its Application to Image Mosaicking and Remote Sensing Data Registration". IEEE Transactions on Image Processing, vol. 15, pp. 3008-3019 ISSN: 1057-7149, 2006.

 

• M. Andreetto, N. Brusco and G. M Cortelazzo, "Automatic 3D Modeling of Textured Cultural Heritage Objects", in IEEE Trans. on Image Processing, vol 13, No.3, pp.354-369, March 2004.