Image and Video Segmentation @ ETHZ CVL

From evaluation to State-of-the-Art Results

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 = {K.K. Maninis and J. Pont-Tuset and P. Arbel\'{a}ez and L. Van Gool},
      title = {Convolutional Oriented Boundaries: From Image Segmentation to High-Level Tasks},
      journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)},
      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}
    }
    
  • 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 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}
    }
    
  • 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}
    }
    
  • 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}
    }
    
  • 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] [Project Page]

    @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}
    }
    
  • 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}
    }
    
  • 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. Arbeláez and L. Van Gool},
      title = {Deep Retinal Image Understanding},
      booktitle = {Medical Image Computing and Computer-Assisted Intervention (MICCAI)},
      year = {2016}
    }
    
  • 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}
    }
    
  • P. Arbelaez, 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 = {Arbelaez, 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}
    }