DAVIS Challenge on Video Object Segmentation 2020

Workshop in conjunction with CVPR 2020, Seattle, Washington

Publications Semi-Supervised track

1

Spatial Constrained Memory Network for Semi-supervised Video Object Segmentation
P. Zhang, L. Hu, B. Zhang, P. Pan
The 2020 DAVIS Challenge on Video Object Segmentation - CVPR Workshops, 2020
[PDF] [BibTex]

@article{DAVIS2020-Semi-Supervised-1st,
              author = {P. Zhang, L. Hu, B. Zhang, P. Pan},
              title = {Spatial Constrained Memory Network for Semi-supervised Video Object Segmentation},
              journal = {The 2020 DAVIS Challenge on Video Object Segmentation - CVPR Workshops},
              year = {2020}
            }
1

CFBI+: Collaborative Video Object Segmentation by Multi-Scale Foreground-Background Integration
Z. Yang, Y. Ding, Y. Wei, Y. Yang
The 2020 DAVIS Challenge on Video Object Segmentation - CVPR Workshops, 2020
[PDF] [BibTex]

@article{DAVIS2020-Semi-Supervised-2nd,
              author = {Z. Yang, Y. Ding, Y. Wei, Y. Yang},
              title = {CFBI+: Collaborative Video Object Segmentation by Multi-Scale Foreground-Background Integration},
              journal = {The 2020 DAVIS Challenge on Video Object Segmentation - CVPR Workshops},
              year = {2020}
            }
1

A Kernel-based Approach for Video Object Segmentation
H. Seong, J. Hyun, E. Kim
The 2020 DAVIS Challenge on Video Object Segmentation - CVPR Workshops, 2020
[PDF] [BibTex]

@article{DAVIS2020-Semi-Supervised-3rd,
              author = {H. Seong, J. Hyun, E. Kim},
              title = {A Kernel-based Approach for Video Object Segmentation},
              journal = {The 2020 DAVIS Challenge on Video Object Segmentation - CVPR Workshops},
              year = {2020}
            }
1

Multi-Referenced Guided Instance Segmentation Framework for Semi-supervised Video Instance Segmentation
M. Tran, T. Hoang, T. V. Nguyen, T. Le, E. Nguyen, M. Le, H. Nguyen-Dinh, X. Hoang, M. N. Do
The 2020 DAVIS Challenge on Video Object Segmentation - CVPR Workshops, 2020
[PDF] [BibTex]

@article{DAVIS2020-Semi-Supervised-4th,
              author = {M. Tran, T. Hoang, T. V. Nguyen, T. Le, E. Nguyen, M. Le, H. Nguyen-Dinh, X. Hoang, M. N. Do},
              title = {Multi-Referenced Guided Instance Segmentation Framework for Semi-supervised Video Instance Segmentation},
              journal = {The 2020 DAVIS Challenge on Video Object Segmentation - CVPR Workshops},
              year = {2020}
            }
1

Depth-aware Space-Time Memory Network for Video Object Segmentation
H. Xie, Y. Huang, A. Xu, J. Lan, W. Sun
The 2020 DAVIS Challenge on Video Object Segmentation - CVPR Workshops, 2020
[PDF] [BibTex]

@article{DAVIS2020-Semi-Supervised-5th,
              author = {H. Xie, Y. Huang, A. Xu, J. Lan, W. Sun},
              title = {Depth-aware Space-Time Memory Network for Video Object Segmentation},
              journal = {The 2020 DAVIS Challenge on Video Object Segmentation - CVPR Workshops},
              year = {2020}
            }
1

Video Object Segmentation with Memory Augmentation and Multi-Pass Approach
T. Vu-Le, H. Nguyen-Le, E. Nguyen, M. N. Do, M. Tran
The 2020 DAVIS Challenge on Video Object Segmentation - CVPR Workshops, 2020
[PDF] [BibTex]

@article{DAVIS2020-Semi-Supervised-6th,
              author = {T. Vu-Le, H. Nguyen-Le, E. Nguyen, M. N. Do, M. Tran},
              title = {Video Object Segmentation with Memory Augmentation and Multi-Pass Approach},
              journal = {The 2020 DAVIS Challenge on Video Object Segmentation - CVPR Workshops},
              year = {2020}
            }
1

An Effective Multi-level Backbone for Video Object Segmentation
D. Liu, D. Yu, M. Dong, L. Ma, J. Shao, J. Wang, C. Wang, P. Zhou
The 2020 DAVIS Challenge on Video Object Segmentation - CVPR Workshops, 2020
[PDF] [BibTex]

@article{DAVIS2020-Semi-Supervised-7th,
              author = {D. Liu, D. Yu, M. Dong, L. Ma, J. Shao, J. Wang, C. Wang, P. Zhou},
              title = {An Effective Multi-level Backbone for Video Object Segmentation},
              journal = {The 2020 DAVIS Challenge on Video Object Segmentation - CVPR Workshops},
              year = {2020}
            }
1

Video Object Segmentation using Guided Feature and Directional Deep Appearance Learning
M. Fiaz, A. Mahmood, S. Ki Jung
The 2020 DAVIS Challenge on Video Object Segmentation - CVPR Workshops, 2020
[PDF] [BibTex]

@article{DAVIS2020-Semi-Supervised-8th,
              author = {M. Fiaz, A. Mahmood, S. Ki Jung},
              title = {Video Object Segmentation using Guided Feature and Directional Deep Appearance Learning},
              journal = {The 2020 DAVIS Challenge on Video Object Segmentation - CVPR Workshops},
              year = {2020}
            }

Publications Interactive track

1

Interactive Video Object Segmentation via Shift Modules
Y. Heo, Y. J. Koh, C. Kim
The 2020 DAVIS Challenge on Video Object Segmentation - CVPR Workshops, 2020
[PDF*] [BibTex]

@article{DAVIS2020-Interactive-1st,
              author = {Y. Heo, Y. J. Koh, C. Kim},
              title = {Interactive Video Object Segmentation via Shift Modules},
              journal = {The 2020 DAVIS Challenge on Video Object Segmentation - CVPR Workshops},
              year = {2020}
            }
1

Interactive Video Object Segmentation with Multiple Reference Views, Self Refinement, and Guided Mask Propagation
Q. Tran, T. Vu-Le, M. Tran
The 2020 DAVIS Challenge on Video Object Segmentation - CVPR Workshops, 2020
[PDF] [BibTex]

@article{DAVIS2020-Interactive-2nd,
                  author = {Q. Tran, T. Vu-Le, M. Tran},
                  title = {Interactive Video Object Segmentation with Multiple Reference Views, Self Refinement, and Guided Mask Propagation},
                  journal = {The 2020 DAVIS Challenge on Video Object Segmentation - CVPR Workshops},
                  year = {2020}
                }
1

Memory Aggregated CFBI+ for Interactive Video Object Segmentation
C. Liang, Z. Yang, J. Miao, Y. Wei, Y. Yang
The 2020 DAVIS Challenge on Video Object Segmentation - CVPR Workshops, 2020
[PDF] [BibTex]

@article{DAVIS2020-Interactive-3rd,
                  author = {C. Liang, Z. Yang, J. Miao, Y. Wei, Y. Yang},
                  title = {Memory Aggregated CFBI+ for Interactive Video Object Segmentation},
                  journal = {The 2020 DAVIS Challenge on Video Object Segmentation - CVPR Workshops},
                  year = {2020}
                }
1

Lazy Instance Segmentation Framework with Fine-tuned Bidirectional Propagation for Interactive Segmentation
T. Nguyen, H. Nguyen, K. C. Quan, M. Tran
The 2020 DAVIS Challenge on Video Object Segmentation - CVPR Workshops, 2020
[PDF] [BibTex]

@article{DAVIS2020-Interactive-4th,
                  author = {T. Nguyen, H. Nguyen, K. C. Quan, M. Tran},
                  title = {Lazy Instance Segmentation Framework with Fine-tuned Bidirectional Propagation for Interactive Segmentation},
                  journal = {The 2020 DAVIS Challenge on Video Object Segmentation - CVPR Workshops},
                  year = {2020}
                }

Publications Unsupervised track

1

Unsupervised Video Object Segmentation using Online Mask Selection and Space-time Memory Networks
S. Garg, V. Goel, S. Kumar
The 2020 DAVIS Challenge on Video Object Segmentation - CVPR Workshops, 2020
[PDF] [BibTex]

@article{DAVIS2020-Unsupervised-1st,
              author = {S. Garg, V. Goel, S. Kumar},
              title = {Unsupervised Video Object Segmentation using Online Mask Selection and Space-time Memory Networks},
              journal = {The 2020 DAVIS Challenge on Video Object Segmentation - CVPR Workshops},
              year = {2020}
            }
1

Target-Aware Adaptive Tracking for Unsupervised Video Object Segmentation
T. Zhou, W. Wang, Y. Yao, J. Shen
The 2020 DAVIS Challenge on Video Object Segmentation - CVPR Workshops, 2020
[PDF] [BibTex]

@article{DAVIS2020-Unsupervised-2nd,
                  author = {T. Zhou, W. Wang, Y. Yao, J. Shen},
                  title = {Target-Aware Adaptive Tracking for Unsupervised Video Object Segmentation},
                  journal = {The 2020 DAVIS Challenge on Video Object Segmentation - CVPR Workshops},
                  year = {2020}
                }
1

Global Tracklet Matching for Unsupervised Video Object Segmentation
X. Xiao, C. Cui, Y. Lu
The 2020 DAVIS Challenge on Video Object Segmentation - CVPR Workshops, 2020
[PDF] [BibTex]

@article{DAVIS2020-Unsupervised-3rd,
                  author = {X. Xiao, C. Cui, Y. Lu},
                  title = {Global Tracklet Matching for Unsupervised Video Object Segmentation},
                  journal = {The 2020 DAVIS Challenge on Video Object Segmentation - CVPR Workshops},
                  year = {2020}
                }
1

SiVOS: simulated interactive video object segmentation
T. Nguyen, G. Diep, H. V. Tran, M. Tran
The 2020 DAVIS Challenge on Video Object Segmentation - CVPR Workshops, 2020
[PDF] [BibTex]

@article{DAVIS2020-Unsupervised-4th,
                  author = {T. Nguyen, G. Diep, H. V. Tran, M. Tran},
                  title = {SiVOS: simulated interactive video object segmentation},
                  journal = {The 2020 DAVIS Challenge on Video Object Segmentation - CVPR Workshops},
                  year = {2020}
                }
*Publication not available due to the similarity with a paper under review at the time of the workshop.