DAVIS Challenge on Video Object Segmentation 2018

Workshop in conjunction with CVPR 2018, Salt Lake City, Utah

Publications Interactive track

1

Fast User-Guided Video Object Segmentation by Deep Networks
S. Wug Oh, J. Lee, N. Xu, S. Joo Kim
The 2018 DAVIS Challenge on Video Object Segmentation - CVPR Workshops, 2018
[PDF] [BibTex]

@article{DAVIS2018-Interactive-1st,
              author = {S. Wug Oh, J. Lee, N. Xu, S. Joo Kim},
              title = {Fast User-Guided Video Object Segmentation by Deep Networks},
              journal = {The 2018 DAVIS Challenge on Video Object Segmentation - CVPR Workshops},
              year = {2018}
            }
1

Similarity Learning for Dense Label Transfer
M. Najafi, V. Kulharia, T. Ajanthan, P. H. S. Torr
The 2018 DAVIS Challenge on Video Object Segmentation - CVPR Workshops, 2018
[PDF] [BibTex]

@article{DAVIS2018-Interactive-2nd,
              author = {M. Najafi, V. Kulharia, T. Ajanthan, P. H. S. Torr},
              title = {Similarity Learning for Dense Label Transfer},
              journal = {The 2018 DAVIS Challenge on Video Object Segmentation - CVPR Workshops},
              year = {2018}
            }

Publications Semi-Supervised track

1

PReMVOS: Proposal-generation, Refinement and Merging for the DAVIS Challenge on Video Object Segmentation 2018
J. Luiten, P. Voigtlaender, B. Leibe
The 2018 DAVIS Challenge on Video Object Segmentation - CVPR Workshops, 2018
[PDF] [BibTex]

@article{DAVIS2018-Semi-Supervised-1st,
              author = {J. Luiten, P. Voigtlaender, B. Leibe},
              title = {PReMVOS: Proposal-generation, Refinement and Merging for the DAVIS Challenge on Video Object Segmentation 2018},
              journal = {The 2018 DAVIS Challenge on Video Object Segmentation - CVPR Workshops},
              year = {2018}
            }
1

Video Object Segmentation with Joint Re-identification and Attention-Aware Mask Propagation
X. Li, C. Change Loy
The 2018 DAVIS Challenge on Video Object Segmentation - CVPR Workshops, 2018
[PDF] [BibTex]

@article{DAVIS2018-Semi-Supervised-2nd,
              author = {X. Li, C. Change Loy},
              title = {Video Object Segmentation with Joint Re-identification and Attention-Aware Mask Propagation},
              journal = {The 2018 DAVIS Challenge on Video Object Segmentation - CVPR Workshops},
              year = {2018}
            }
1

Class-Agnostic Video Object Segmentation without Semantic Re-Identification
S. Xu, L. Bao, P. Zhou
The 2018 DAVIS Challenge on Video Object Segmentation - CVPR Workshops, 2018
[PDF] [BibTex]

@article{DAVIS2018-Semi-Supervised-3rd,
              author = {S. Xu, L. Bao, P. Zhou},
              title = {Class-Agnostic Video Object Segmentation without Semantic Re-Identification},
              journal = {The 2018 DAVIS Challenge on Video Object Segmentation - CVPR Workshops},
              year = {2018}
            }
1

Adaptive Video Object Segmentation with Online Data Generation
P. Guo, L. Zhang, H. Zhang, X. Liu, H. Ren, Y. Zhang
The 2018 DAVIS Challenge on Video Object Segmentation - CVPR Workshops, 2018
[PDF] [BibTex]

@article{DAVIS2018-Semi-Supervised-4th,
              author = {P. Guo, L. Zhang, H. Zhang, X. Liu, H. Ren, Y. Zhang},
              title = {Adaptive Video Object Segmentation with Online Data Generation},
              journal = {The 2018 DAVIS Challenge on Video Object Segmentation - CVPR Workshops},
              year = {2018}
            }
1

Lucid Data Dreaming for Video Object Segmentation*
A. Khoreva, R. Benenson, E. Ilg, T. Brox, B. Schiele
The 2018 DAVIS Challenge on Video Object Segmentation - CVPR Workshops, 2018
[PDF] [BibTex]

@article{DAVIS2018-Semi-Supervised-5th,
              author = {A. Khoreva, R. Benenson, E. Ilg, T. Brox, B. Schiele},
              title = {Lucid Data Dreaming for Video Object Segmentation},
              journal = {The 2018 DAVIS Challenge on Video Object Segmentation - CVPR Workshops},
              year = {2018}
            }
1

Context-based Instance Segmentation in Video Sequences
M. Tran, V. Ton-That, T. Le, K. Nguyen, T. V. Ninh, T. Le, V. Nguyen, T. V. Nguyen, M. N. Do
The 2018 DAVIS Challenge on Video Object Segmentation - CVPR Workshops, 2018
[PDF] [BibTex]

@article{DAVIS2018-Semi-Supervised-6th,
              author = {M. Tran, V. Ton-That, T. Le, K. Nguyen, T. V. Ninh, T. Le, V. Nguyen, T. V. Nguyen, M. N. Do},
              title = {Context-based Instance Segmentation in Video Sequences},
              journal = {The 2018 DAVIS Challenge on Video Object Segmentation - CVPR Workshops},
              year = {2018}
            }
1

Flow Adaptive Video Object Segmentation
A. Lin, Y. Chou, T. Martinez
The 2018 DAVIS Challenge on Video Object Segmentation - CVPR Workshops, 2018
[PDF] [BibTex]

@article{DAVIS2018-Semi-Supervised-7th,
              author = {A. Lin, Y. Chou, T. Martinez},
              title = {Flow Adaptive Video Object Segmentation},
              journal = {The 2018 DAVIS Challenge on Video Object Segmentation - CVPR Workshops},
              year = {2018}
            }
1

Mask Propagation Network for Video Object Segmentation
J. Sun, D. Yu, Y. Li, C. Wang
The 2018 DAVIS Challenge on Video Object Segmentation - CVPR Workshops, 2018
[PDF] [BibTex]

@article{DAVIS2018-Semi-Supervised-8th,
              author = {J. Sun, D. Yu, Y. Li, C. Wang},
              title = {Mask Propagation Network for Video Object Segmentation},
              journal = {The 2018 DAVIS Challenge on Video Object Segmentation - CVPR Workshops},
              year = {2018}
            }
1

Video Object Segmentation via Tracking Edges and Classifying Segments
V.Petrosyan, O. Örnsberg, A. Proutiere
The 2018 DAVIS Challenge on Video Object Segmentation - CVPR Workshops, 2018
[PDF] [BibTex]

@article{DAVIS2018-Semi-Supervised-9th,
              author = {V.Petrosyan, O. {\"O}rnsberg, A. Proutiere},
              title = {Video Object Segmentation via Tracking Edges and Classifying Segments},
              journal = {The 2018 DAVIS Challenge on Video Object Segmentation - CVPR Workshops},
              year = {2018}
            }
1

ReConvNet: Video Object Segmentation with Spatio-Temporal Features Modulation
F. Lattari, M. Ciccone, M. Matteucci, J. Masci, F. Visin
The 2018 DAVIS Challenge on Video Object Segmentation - CVPR Workshops, 2018
[PDF] [BibTex]

@article{DAVIS2018-Semi-Supervised-10th,
              author = {F. Lattari, M. Ciccone, M. Matteucci, J. Masci, F. Visin},
              title = {ReConvNet: Video Object Segmentation with Spatio-Temporal Features Modulation},
              journal = {The 2018 DAVIS Challenge on Video Object Segmentation - CVPR Workshops},
              year = {2018}
            }
*This method is the same that ranked 2nd in DAVIS Challenge 2017