Video-02-Video-Object-Segmentation.md

Video Object Segmentation

2019

No.	Figure	Title	Authors	Pub.	Links
9		Learning Unsupervised Video Object Segmentation through Visual Attention	Wenguan Wang, Hongmei Song, Shuyang Zhao, Jianbing Shen, Sanyuan Zhao, Steven C. H. Hoi and Haibin Ling	CVPR 2019	paper github
8		A Generative Appearance Model for End-to-end Video Object Segmentation	Joakim Johnander, Martin Danelljan, Emil Brissman, Fahad Shahbaz Khan	CVPR 2019	paper github
7		Fast User-Guided Video Object Segmentation by Interaction-and-Propagation Networks	Seoung Wug Oh, Joon-Young Lee, Ning Xu, Seon Joo Kim	CVPR 2019	paper
6		MHP-VOS: Multiple Hypotheses Propagation for Video Object Segmentation	Shuangjie Xu1, Daizong Liu, Linchao Bao, Wei Liu, Pan Zhou	CVPR 2019	github
5		BubbleNets: Learning to Select the Guidance Frame in Video Object Segmentation by Deep Sorting Frames	Brent A. Griffin, Jason J. Corso	CVPR 2019	github
4		FEELVOS: Fast End-to-End Embedding Learning for Video Object Segmentation	Paul Voigtlaender, Yuning Chai, Florian Schroff, Hartwig Adam	CVPR 2019	github
3		MOTS: Multi-Object Tracking and Segmentation	Paul Voigtlaender, Michael Krause, Aljosa O ˘ sep, Jonathon Luiten	CVPR 2019	project page
2		RVOS: End-to-End Recurrent Network for Video Object Segmentation	Carles Ventura, Miriam Bellver, Andreu Girbau, Amaia Salvador, Ferran Marques and Xavier Giro-i-Nieto	CVPR 2019	project page
1		Spatiotemporal CNN for Video Object Segmentation	Kai Xu, Longyin Wen, Guorong Li , Liefeng Bo, Qingming Huang	CVPR 2019	github

2018

No.	Figure	Title	Authors	Pub.	Links
19		Semantic Video Segmentation by Gated Recurrent Flow Propagation	David Nilsson, Cristian Sminchisescu	CVPR 2018	paper github
18		Dynamic Video Segmentation Network	Yu-Syuan Xu, Tsu-Jui Fu, Hsuan-Kung Yang, Chun-Yi Lee	CVPR 2018	paper github
17		Unsupervised Video Object Segmentation using Motion Saliency-Guided Spatio-Temporal Propagation	Yuan-Ting Hu, Jia-Bin Huang, Alexander G. Schwing	ECCV 2018	paper
16		Unsupervised Video Object Segmentation with Motion-based Bilateral Networks	Vik Goel, Jameson Weng, Pascal Poupart	ECCV 2018	paper
15		VideoMatch: Matching based Video Object Segmentation	Yuan-Ting Hu, Jia-Bin Huang, Alexander G. Schwing	ECCV 2018	paper
14		Video Object Segmentation by Learning Location-Sensitive Embeddings	Hai Ci, Chunyu Wang, Yizhou Wang	ECCV 2018	paper
13		Low-Latency Video Semantic Segmentation	Yule Li, Jianping Shi, Dahua Lin	CVPR 2018	paper
12		Instance Embedding Transfer to Unsupervised Video Object Segmentation	Siyang Li, Bryan Seybold, Alexey Vorobyov, Alireza Fathi, Qin Huang, C.-C. Jay Kuo	CVPR 2018	paper
11		CNN in MRF: Video Object Segmentation via Inference in A CNN-Based Higher-Order Spatio-Temporal MRF	Linchao Bao, Baoyuan Wu, Wei Liu	CVPR 2018	paper
10		Deep Spatio-Temporal Random Fields for Efficient Video Segmentation	Siddhartha Chandra, Camille Couprie, Iasonas Kokkinos	CVPR 2018	paper
9		Fast Video Object Segmentation by Reference-Guided Mask Propagation	Seoung Wug Oh, Joon-Young Lee, Kalyan Sunkavalli, Seon Joo Kim	CVPR 2018	github
8		MoNet: Deep Motion Exploitation for Video Object Segmentation	Huaxin Xiao, Jiashi Feng, Guosheng Lin, Yu Liu, Maojun Zhang	CVPR 2018	paper
7		Motion-Guided Cascaded Refinement Network for Video Object Segmentation	Ping Hu, Gang Wang, Xiangfei Kong , Jason Kuen, Yap-Peng Tan	CVPR 2018	github
6		Reinforcement Cutting-Agent Learning for Video Object Segmentation	Junwei Han, Le Yang, Dingwen Zhang, Xiaojun Chang, Xiaodan Liang	CVPR 2018	paper
5		Fast and Accurate Online Video Object Segmentation via Tracking Parts	Jingchun Cheng, Yi-Hsuan Tsai, Wei-Chih Hung, Shengjin Wang, Ming-Hsuan Yang	CVPR 2018	github
4		Efficient Video Object Segmentation via Network Modulation	Linjie Yang, Yanran Wang, Xuehan Xiong, Jianchao Yang, Aggelos K. Katsaggelos	CVPR 2018	github
3		Blazingly Fast Video Object Segmentation with Pixel-Wise Metric Learning	Yuhua Chen, Jordi Pont-Tuset, Alberto Montes, Luc Van Gool	CVPR 2018	project page
2		Actor and Action Video Segmentation from a Sentence	Kirill Gavrilyuk, Amir Ghodrati, Zhenyang Li, Cees G. M. Snoek	CVPR 2018	project page
1		Video Object Segmentation with Joint Re-identification and Attention-Aware Mask Propagation	Xiaoxiao Li, Chen Change Loy	ECCV 2018	project page

2017

No.	Figure	Title	Authors	Pub.	Links
11		Online Adaptation of Convolutional Neural Networks for Video Object Segmentation	Paul Voigtlaender, Bastian Leibe	BMVC 2017	papercode
10		Lucid Data Dreaming for Video Object Segmentation	Anna Khoreva, Rodrigo Benenson, Eddy Ilg, Thomas Brox, Bernt Schiele	IJCV 2019	github
9		MaskRNN: Instance Level Video ObjectSegmentation	Yuan-Ting Hu, Jia-Bin Huang, Alexander G. Schwing	NIPS 2017	project page
8		SegFlow: Joint Learning for Video Object Segmentation and Optical Flow	Jingchun Cheng, Yi-Hsuan Tsai, Shengjin Wang, Ming-Hsuan Yang	ICCV 2017	github
7		Pixel-Level Matching for Video Object Segmentation using Convolutional Neural Networks	Jae Shin Yoon, Francois Rameau, Junsik Kim, Seokju Lee, Seunghak Shin, In So Kweon	ICCV 2017	project page
6		Learning Video Object Segmentation with Visual Memory	Pavel Tokmakov, Karteek Alahari, Cordelia Schmid	ICCV 2017	paper
5		One-Shot Video Object Segmentation	Sergi Caelles, Kevis-Kokitsi Maninis, Jordi Pont-Tuset, Laura Leal-Taixé, Daniel Cremers, Luc Van Gool	CVPR 2017	project page
4		Learning Video Object Segmentation from Static Images	Anna Khoreva, Federico Perazzi, Rodrigo Benenson, Bernt Schiele, Alexander Sorkine-Hornung	CVPR 2017	project page code(unofficial)
3		Learning Motion Patterns in Videos	Pavel Tokmakov, Karteek Alahari, Cordelia Schmid	CVPR 2017	project page
2		FusionSeg: Learning to combine motion and appearance for fully automatic segmentation of generic objects in videos	Suyog Dutt Jain, Bo Xiong, Kristen Grauman	CVPR 2017	project page
1		Video Propagation Networks	Varun Jampani, Raghudeep Gadde, Peter V. Gehler	CVPR 2017	project page

2016

No.	Figure	Title	Authors	Pub.	Links
4		Semantic Co-segmentation in Videos	Yi-Hsuan Tsai, Guangyu Zhong, Ming-Hsuan Yang	ECCV 2016	github
3		Video Segmentation via Object Flow	Yi-Hsuan Tsai, Ming-Hsuan Yang, Michael J. Black	CVPR 2016	github
2		Feature Space Optimization for Semantic Video Segmentation	Abhijit Kundu, Vibhav Vineet, Vladlen Koltun	CVPR 2016	project page
1		Bilateral Space Video Segmentation	Nicolas Marki, Federico Perazzi, Oliver Wang, Alexander Sorkine-Hornung	CVPR 2016	project page