DAVIS Challenge on Video Object Segmentation 2017

Workshop in conjunction with CVPR 2017, Honolulu, Hawaii

Publications

1

Video Object Segmentation with Re-identification
X. Li, Y. Qi, Z. Wang, K. Chen, Z. Liu, J. Shi, P. Luo, C. Change Loy, X. Tang
The 2017 DAVIS Challenge on Video Object Segmentation - CVPR Workshops, 2017
[PDF] [BibTex] 

@article{DAVIS2017-1st,
  author = {X. Li and Y. Qi and Z. Wang and K. Chen and Z. Liu and J. Shi and P. Luo and C. Change Loy and X. Tang},
  title = {Video Object Segmentation with Re-identification},
  journal = {The 2017 DAVIS Challenge on Video Object Segmentation - CVPR Workshops},
  year = {2017}
}
2

Lucid Data Dreaming for Object Tracking
A. Khoreva, R. Benenson, E. Ilg, T. Brox, B. Schiele
The 2017 DAVIS Challenge on Video Object Segmentation - CVPR Workshops, 2017
[PDF] [BibTex] 

@article{DAVIS2017-2nd,
  author = {A. Khoreva and R. Benenson and E. Ilg and T. Brox and B. Schiele},
  title = {Lucid Data Dreaming for Object Tracking},
  journal = {The 2017 DAVIS Challenge on Video Object Segmentation - CVPR Workshops},
  year = {2017}
}
3

Instance Re-Identification Flow for Video Object Segmentation
T.-N. Le, K.-T. Nguyen, M.-H. Nguyen-Phan, T.-V. Ton, T.-A. Nguyen (2), X.-S. Trinh, Q.-H. Dinh, V.-T. Nguyen, A.-D. Duong, A. Sugimoto, T. V. Nguyen, M.-T. Tran
The 2017 DAVIS Challenge on Video Object Segmentation - CVPR Workshops, 2017
[PDF] [BibTex] 

@article{DAVIS2017-3rd,
  author = {T.-N. Le and K.-T. Nguyen and M.-H. Nguyen-Phan and T.-V. Ton and T.-A. Nguyen (2) and X.-S. Trinh and Q.-H. Dinh and V.-T. Nguyen and A.-D. Duong and A. Sugimoto and T. V. Nguyen and M.-T. Tran},
  title = {Instance Re-Identification Flow for Video Object Segmentation},
  journal = {The 2017 DAVIS Challenge on Video Object Segmentation - CVPR Workshops},
  year = {2017}
}
4

Multiple-Instance Video Segmentation with Sequence-Specific Object Proposals
A. Shaban, A. Firl, A. Humayun, J. Yuan, X. Wang, P. Lei, N. Dhanda, B. Boots, J. M. Rehg, F. Li
The 2017 DAVIS Challenge on Video Object Segmentation - CVPR Workshops, 2017
[PDF] [BibTex] 

@article{DAVIS2017-4th,
  author = {A. Shaban and A. Firl and A. Humayun and J. Yuan and X. Wang and P. Lei and N. Dhanda and B. Boots and J. M. Rehg and F. Li},
  title = {Multiple-Instance Video Segmentation with Sequence-Specific Object Proposals},
  journal = {The 2017 DAVIS Challenge on Video Object Segmentation - CVPR Workshops},
  year = {2017}
}
5

Online Adaptation of Convolutional Neural Networks for the 2017 DAVIS Challenge
on Video Object Segmentation
P. Voigtlaender, B. Leibe
The 2017 DAVIS Challenge on Video Object Segmentation - CVPR Workshops, 2017
[PDF] [BibTex] 

@article{DAVIS2017-5th,
  author = {P. Voigtlaender and B. Leibe},
  title = {Online Adaptation of Convolutional Neural Networks for the 2017 DAVIS Challenge on Video Object Segmentation},
  journal = {The 2017 DAVIS Challenge on Video Object Segmentation - CVPR Workshops},
  year = {2017}
}
6

Learning to Segment Instances in Videos with Spatial Propagation Network
J. Cheng, S. Liu, Y.-H. Tsai, W.-C. Hung, S. Gupta, J. Gu, J. Kautz, S. Wang, M.-H. Yang
The 2017 DAVIS Challenge on Video Object Segmentation - CVPR Workshops, 2017
[PDF] [BibTex] 

@article{DAVIS2017-6th,
  author = {J. Cheng and S. Liu and Y.-H. Tsai and W.-C. Hung and S. Gupta and J. Gu and J. Kautz and S. Wang and M.-H. Yang},
  title = {Learning to Segment Instances in Videos with Spatial Propagation Network},
  journal = {The 2017 DAVIS Challenge on Video Object Segmentation - CVPR Workshops},
  year = {2017}
}
7

Some Promising Ideas about Multi-instance Video Segmentation
Hao Zhao
The 2017 DAVIS Challenge on Video Object Segmentation - CVPR Workshops, 2017
[PDF] [BibTex] 

@article{DAVIS2017-7th,
  author = {Hao Zhao},
  title = {Some Promising Ideas about Multi-instance Video Segmentation},
  journal = {The 2017 DAVIS Challenge on Video Object Segmentation - CVPR Workshops},
  year = {2017}
}
8

One-Shot Video Object Segmentation with Iterative Online Fine-Tuning
A. Newswanger, C. Xu
The 2017 DAVIS Challenge on Video Object Segmentation - CVPR Workshops, 2017
[PDF] [BibTex] 

@article{DAVIS2017-8th,
  author = {A. Newswanger and C. Xu},
  title = {One-Shot Video Object Segmentation with Iterative Online Fine-Tuning},
  journal = {The 2017 DAVIS Challenge on Video Object Segmentation - CVPR Workshops},
  year = {2017}
}
9

Video Object Segmentation using Tracked Object Proposals
G. Sharir, E. Smolyansky, I. Friedman
The 2017 DAVIS Challenge on Video Object Segmentation - CVPR Workshops, 2017
[PDF] [BibTex] 

@article{DAVIS2017-9th,
  author = {G. Sharir and E. Smolyansky and I. Friedman},
  title = {Video Object Segmentation using Tracked Object Proposals},
  journal = {The 2017 DAVIS Challenge on Video Object Segmentation - CVPR Workshops},
  year = {2017}
}