Jordi Pont-Tuset
Contributions while at GPI
Journal Articles
“Multiscale Combinatorial Grouping for Image Segmentation and Object Proposal Generation”, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 38, no. 7, pp. 128-140, 2017. | ,
“Supervised Evaluation of Image Segmentation and Object Proposal Techniques”, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 38, no. 7, pp. 1465 - 1478, 2016. | ,
“From Global Image Annotation to Interactive Object Segmentation”, Multimedia Tools and Applications, vol. 70, 2014. (1.71 MB) | ,
Conference Papers
“Detection-aided liver lesion segmentation using deep learning”, in ML4H: Machine Learning for Health Workshop at NIPS 2017, 2017. (1 MB) | ,
“Multiscale Combinatorial Grouping”, in Computer Vision and Pattern Recognition (CVPR), 2014. (2.8 MB) | ,
“Measures and Meta-Measures for the Supervised Evaluation of Image Segmentation”, in Computer Vision and Pattern Recognition (CVPR), 2013. (909.27 KB) | ,
“Upper-bound assessment of the spatial accuracy of hierarchical region-based image representations”, in IEEE International Conference on Acoustics, Speech, and Signal Processing, 2012, pp. 865-868. | ,
“Supervised Assessment of Segmentation Hierarchies”, in European Conference on Computer Vision (ECCV), 2012. (421.65 KB) | ,
Theses
“Image Segmentation Evaluation and Its Application to Object Detection”, Universitat Politècnica de Catalunya, BarcelonaTech, Barcelona, 2014. (48.44 MB) | ,
Other
“Detection-aided medical image segmentation using deep learning”. 2017. (7.07 MB) | ,Ms Thesis |
“Image-Based Query by Example Using MPEG-7 Visual Descriptors”. 2010. | ,Ms Thesis |
Projects
MuViPro - Multicamera Video Processing | National | Jan 2011 | Aug 2014 | |
SGR09 - Processament de Video Multicamera | National | Oct 2009 | Dec 2013 | |
Buscamedia - Hacia una adaptación semántica de medios digitales multi-red multi-terminal | National | Jan 2010 | Dec 2012 |
Research Areas
Region-based image and video processing | Internal | Jan 1992 | Dec 2020 |
Demos and Resources
Supervised Evaluation of Image Segmentation | Software | Jun 2013 | |
Mediapro-UPC Dataset | Dataset | Feb 2013 | |
From Global Image Annotation to Interactive Object Segmentation | Results | Aug 2012 | |
Supervised Assessment of Segmentation Hierarchies | Software | Jul 2012 | |
GOS, Graphical Object Searcher | Software | Jul 2012 |