Jordi Pont-Tuset bio photo

Jordi Pont-Tuset

I'm from a small town near Girona, Catalunya. Currently in Zürich, Switzerland. Passionate about computer vision, technology, running, and mountains.

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My Publications

You can also browse my Google Scholar profile.

Top-Tier Journal Publications

  • K.K. Maninis, J. Pont-Tuset, P. Arbeláez and L. Van Gool
    Convolutional Oriented Boundaries: From Image Segmentation to High-Level Tasks
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2017.
    [BibTeX] [PDF] [Project Page]

    @article{Maninis2017,
      author = {Maninis, Kevis-Kokitsi and Pont-Tuset, Jordi and Arbeláez, Pablo and Van Gool, Luc},
      title = {Convolutional Oriented Boundaries: From Image Segmentation to High-Level Tasks},
      journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)},
      year = {2017}
    }
    
  • J. Pont-Tuset, P. Arbeláez, J. Barron, F. Marques, and J. Malik
    Multiscale Combinatorial Grouping for Image Segmentation and Object Proposal Generation
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 39, no. 1, pp. 128 - 140, 2017.
    [BibTeX] [PDF] [Project Page]

    @article{Pont-Tuset2017,
      author = {J. Pont-Tuset and P. Arbel\'{a}ez and J. Barron and F.Marques and J. Malik},
      title = {Multiscale Combinatorial Grouping for Image Segmentation and Object Proposal Generation},
      journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)},
      year = {2017},
      volume = {39},
      number = {1},
      pages = {128 - 140}
    }
    
  • J. Pont-Tuset and F. Marques
    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.
    [BibTeX] [PDF] [Project Page]

    @article{Pont-Tuset2016a,
      author = {Jordi Pont-Tuset and Ferran Marques},
      title = {Supervised Evaluation of Image Segmentation and Object Proposal Techniques},
      journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)},
      year = {2016},
      volume = {38},
      number = {7},
      pages = {1465--1478}
    }
    

Patents

  • M. Farré Guiu, M. Junyent, J. Pont-Tuset, P. Beltran, N. Narayan, L. Sigal, A. Smolic, and A. M. Accardo
    Metadata extraction and management
    US 2017/0109419 A1, 2017.
    [BibTeX] [PDF]

    @patent{Farre2017,
      author = {M. Farr\'{e} and M. Junyent and J. Pont-Tuset and P. Beltran and N. Narayan and L. Sigal and A. Smolic and A. M. Accardo},
      title = {Metadata extraction and management},
      year = {2017},
      number = {US 2017/0109419 A1}
    }
    
  • A. Smolic, M. Junyent, J. Pont-Tuset, A. Chapiro and M. Farré Guiu
    Systems and Methods for Automatic Key Frame Extraction and Storyboard Interface Generation for Video
    US 2017/0011264 A1, 2017.
    [BibTeX] [PDF]

    @patent{Smolic2017,
      author = {A. Smolic and M. Junyent and J. Pont-Tuset and A. Chapiro and M. Farr\'{e}},
      title = {Systems and methods for automatic key frame extraction and storyboard interface generation for video},
      year = {2017},
      number = {US 2017/0011264 A1}
    }
    
  • A. Smolic, J. Pont-Tuset, and M. Farré Guiu
    Video Object Tagging Using Segmentation Hierarchy
    US 2016/0313894 A1, 2016.
    [BibTeX][PDF]

    @patent{Smolic2016,
      author = {Aljoscha Smolic and Jordi Pont-Tuset and Farre Guiu, Angel},
      title = {Video Object Tagging Using Segmentation Hierarchy},
      year = {2016},
      number = {US 2016/0313894 A1}
    }
    

Top-Tier Vision Conference Publications

  • S. Caelles, Y. Chen, J. Pont-Tuset, and L. Van Gool
    Semantically-Guided Video Object Segmentation
    arXiv:1704.01926, 2017.
    [BibTeX] [PDF]

    @inproceedings{Caelles2017b,
      author = {S. Caelles and Y.Chen and J. Pont-Tuset and L. {Van Gool}},
      title = {Semantically-Guided Video Object Segmentation},
      booktitle = {arXiv:1704.01926},
      year = {2017}
    }
    
  • S. Caelles, K.K. Maninis, J. Pont-Tuset, L. Leal-Taixé, D. Cremers, and L. Van Gool
    One-Shot Video Object Segmentation
    Computer Vision and Pattern Recognition (CVPR), 2017.
    [BibTeX] [PDF]

    @inproceedings{Caelles2017,
      author = {S. Caelles and K.-K. Maninis and J. Pont-Tuset and L. Leal-Taix\'e and D. Cremers and L. {Van Gool},
      title = {One-Shot Video Object Segmentation},
      booktitle = {Computer Vision and Pattern Recognition (CVPR)},
      year = {2017}
    }
    
  • K.K. Maninis, J. Pont-Tuset, P. Arbeláez and L. Van Gool
    Convolutional Oriented Boundaries
    European Conference on Computer Vision (ECCV), 2016
    [BibTeX] [PDF] [Project Page]

    @inproceedings{Maninis2016a,
      author = {K.K. Maninis and J. Pont-Tuset and P. Arbel\'{a}ez and L. Van Gool},
      title = {Convolutional Oriented Boundaries},
      booktitle = {European Conference on Computer Vision (ECCV)},
      year = {2016}
    }
    
  • K.K. Maninis, J. Pont-Tuset, P. Arbeláez and L. Van Gool
    Deep Retinal Image Understanding
    Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2016
    [BibTeX] [PDF] [Project Page]

    @inproceedings{Maninis2016,
      author = {K.K. Maninis and J. Pont-Tuset and P. Arbel\'{a}ez and L. Van Gool},
      title = {Deep Retinal Image Understanding},
      booktitle = {Medical Image Computing and Computer-Assisted Intervention (MICCAI)},
      year = {2016}
    }
    
  • F. Perazzi, J. Pont-Tuset, B. McWilliams, L. Van Gool, M. Gross and A. Sorkine-Hornung
    A Benchmark Dataset and Evaluation Methodology for Video Object Segmentation
    Computer Vision and Pattern Recognition (CVPR), 2016
    [BibTeX] [PDF] [Project Page]

    @inproceedings{Perazzi2016,
      author = {F. Perazzi and J. Pont-Tuset and B. McWilliams and L. Van Gool and M. Gross and A. Sorkine-Hornung},
      title = {A Benchmark Dataset and Evaluation Methodology for Video Object Segmentation},
      booktitle = {Computer Vision and Pattern Recognition (CVPR)},
      year = {2016}
    }
    
  • Y. Chen, D. Dai, J. Pont-Tuset and L. Van Gool
    Scale-Aware Alignment of Hierarchical Image Segmentation
    Computer Vision and Pattern Recognition (CVPR), 2016
    [BibTeX] [PDF] [Project Page]

    @inproceedings{Chen2016,
      author = {Y. Chen and D. Dai and J. Pont-Tuset and L. Van Gool},
      title = {Scale-Aware Alignment of Hierarchical Image Segmentation},
      booktitle = {Computer Vision and Pattern Recognition (CVPR)},
      year = {2016}
    }
    
  • J. Pont-Tuset and L. Van Gool
    Boosting Object Proposals: From Pascal to COCO
    International Conference on Computer Vision (ICCV), 2015
    [BibTeX] [PDF] [Project Page]

    @inproceedings{Pont-Tuset2015b,
      author = {Jordi Pont-Tuset and Luc Van Gool},
      title = {Boosting Object Proposals: From Pascal to COCO},
      booktitle = {International Conference on Computer Vision (ICCV)},
      year = {2015}
    }
    
  • P. Arbeláez, J. Pont-Tuset, J. Barron, F. Marques, and J. Malik
    Multiscale Combinatorial Grouping
    Computer Vision and Pattern Recognition (CVPR), 2014
    [BibTeX] [PDF] [Project Page]

    @inproceedings{ Arbelaez2014,
        author    = {Arbel\'{a}ez, Pablo and Pont-Tuset, J. and Barron, Jon and Marques, F. and Malik, Jitendra},
        title     = {Multiscale Combinatorial Grouping},
        booktitle = {Computer Vision and Pattern Recognition (CVPR)},
        year      = {2014}
    }
  • J. Pont-Tuset and F. Marques
    Measures and Meta-Measures for the Supervised Evaluation of Image Segmentation
    Computer Vision and Pattern Recognition (CVPR), 2013
    [BibTeX] [PDF] [Project Page]

    @inproceedings{ Pont-Tuset2013,
        author    = {Pont-Tuset, J. and Marques, F.},
        title     = {Measures and Meta-Measures for the Supervised Evaluation of Image Segmentation},
        booktitle = {Computer Vision and Pattern Recognition (CVPR)},
        year      = {2013}
    }
  • J. Pont-Tuset and F. Marques
    Supervised Assessment of Segmentation Hierarchies
    European Conference on Computer Vision (ECCV), 2012
    [BibTeX] [PDF] [Project Page]

    @inproceedings{ Pont-Tuset2012c,
        author    = {Pont-Tuset, J. and Marques, F.},
        title     = {Supervised Assessment of Segmentation Hierarchies},
        booktitle = {European Conference on Computer Vision (ECCV)},
        year      = {2012}
    }

Written Theses

  • PhD thesis
    Image Segmentation Evaluation and Its Application to Object Detection
    Universitat Politècnica de Catalunya, UPC BarcelonaTech, 2014
    [BibTeX] [PDF]

    @phdthesis{Pont-Tuset2014,
        author = {Jordi Pont-Tuset},
        title = {Image Segmentation Evaluation and Its Application to Object Detection},
        school = {Universitat {P}olit\`{e}cnica de {C}atalunya, {UPC} {B}arcelona{T}ech},
        year = {2014}
    }
  • M.Sc. thesis
    Automatic extraction of the camera point of view in Football scenes
    Universitat Politècnica de Catalunya, UPC BarcelonaTech, 2009
    [BibTeX] [PDF]

    @MastersThesis{Pont-Tuset2009,
        author = {Jordi Pont-Tuset},
        title = {Automatic extraction of the camera point of view in Football scenes},
        school = {Universitat {P}olit\`{e}cnica de {C}atalunya, {UPC} {B}arcelona{T}ech},
        year = {2009}
    }

Other Vision Publications

  • J. Pont-Tuset, M. Farré Guiu, and A. Smolic
    Semi-Automatic Video Object Segmentation by Advanced Manipulation of Segmentation Hierarchies
    International Workshop on Content-Based Multimedia Indexing (CBMI), 2015
    [BibTeX] [PDF] [Dataset]

    @inproceedings{Pont-Tuset2015a,
      author = {Pont-Tuset, J. and Farré, M. and Smolic, A.},
      title = {Semi-Automatic Video Object Segmentation by Advanced Manipulation of Segmentation Hierarchies},
      booktitle = {International Workshop on Content-Based Multimedia Indexing (CBMI)},
      year = {2015}
    }
    
  • M. Junyent, P. Beltran, M. Farré Guiu, and J. Pont-Tuset, A. Chapiro and A. Smolic
    Video content and structure description based on keyframes, clusters and storyboards
    Multimedia Signal Processing (MMSP), 2015
    [BibTeX] [PDF]

    @inproceedings{Junyent2015,
      author = {Junyent, M. and Beltran, P. and Farré, M.A. and Pont-Tuset, J. and Chapiro, A. and Smolic, A.},
      title = {Video content and structure description based on keyframes, clusters and storyboards},
      booktitle = {Multimedia Signal Processing (MMSP)},
      year = {2015}
    }
    
  • X. Giró-i-Nieto, M. Martos, E. Mohedano, and J. Pont-Tuset
    From Global Image Annotation to Interactive Object Segmentation
    Multimedia Tools and Applications, 2014.
    [BibTeX] [PDF]

    @article{ Giro-i-Nieto2014,
          author  = {Gir\'{o}-i-Nieto, X. and Martos, Manel and Mohedano, Eva and Pont-Tuset, J.},
          title   = {From Global Image Annotation to Interactive Object Segmentation},
          journal = {Multimedia Tools and Applications},
          year    = {2014},
          doi     = {http://dx.doi.org/10.1007/s11042-013-1374-3}
    }
  • J. Pont-Tuset and F. Marques
    Upper-bound assessment of the spatial accuracy of hierarchical region-based image representations
    IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2012
    [BibTeX] [PDF]

    @inproceedings{ Pont-Tuset2012b,
        author    = {Pont-Tuset, J. and Marques, F.},
        title     = {Upper-bound assessment of the spatial accuracy of hierarchical region-based image representations},
        booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
        year      = {2012}
    }
  • J. Pont-Tuset and F. Marques
    Contour detection using Binary Partition Trees
    International Conference on Image Processing (ICIP), 2010
    [BibTeX] [PDF]

    @inproceedings{ Pont-Tuset2010,
        author    = {Pont-Tuset, J. and Marques, F.},
        title     = {Contour detection using Binary Partition Trees},
        booktitle = {International Conference on Image Processing (ICIP)},
        year      = {2010},
        doi       = {http://dx.doi.org/10.1109/ICIP.2010.5652339}
    }
  • X. Giró-i-Nieto, C. Ventura, J. Pont-Tuset, S. Cortes, and F. Marques
    System architecture of a web service for Content-Based Image Retrieval
    International Conference on Image and Video Retrieval (CIVR), 2010
    [BibTeX] [PDF]

    @inproceedings{ Giro-i-Nieto2010a,
        author    = {Giro-i-Nieto, Xavier and Ventura, Carles and Pont-Tuset, Jordi and Cortes, Silvia and Marques, Ferran},
        title     = {System architecture of a web service for Content-Based Image Retrieval},
        booktitle = {International Conference on Image and Video Retrieval (CIVR)},
        year      = {2010},
        doi       = {http://doi.acm.org/10.1145/1816041.1816093}
    }