Learning Fast and Robust Target Models for Video Object Segmentation

27 February 2020

Papers citing "Learning Fast and Robust Target Models for Video Object Segmentation"

33 / 33 papers shown

Title
RMem: Restricted Memory Banks Improve Video Object Segmentation Junbao Zhou Ziqi Pang Yu-Xiong Wang VOS 98 7 0 12 Jun 2024
RANet: Ranking Attention Network for Fast Video Object Segmentation Ziqin Wang Jun Xu Li Liu Fan Zhu Ling Shao VOS 71 204 0 19 Aug 2019
Learning Discriminative Model Prediction for Tracking Goutam Bhat Martin Danelljan Luc Van Gool Radu Timofte 131 1,038 0 15 Apr 2019
Video Object Segmentation using Space-Time Memory Networks Seoung Wug Oh Joon-Young Lee N. Xu Seon Joo Kim VOS 74 709 0 01 Apr 2019
RVOS: End-to-End Recurrent Network for Video Object Segmentation Carles Ventura Míriam Bellver Andreu Girbau Amaia Salvador F. Marqués Xavier Giró-i-Nieto VOS 73 229 0 13 Mar 2019
FEELVOS: Fast End-to-End Embedding Learning for Video Object Segmentation P. Voigtlaender Yuning Chai Florian Schroff Hartwig Adam Bastian Leibe Liang-Chieh Chen VOS 109 419 0 25 Feb 2019
A Generative Appearance Model for End-to-end Video Object Segmentation Joakim Johnander Martin Danelljan Emil Brissman Fahad Shahbaz Khan Michael Felsberg VOS 141 193 0 28 Nov 2018
ATOM: Accurate Tracking by Overlap Maximization Martin Danelljan Goutam Bhat Fahad Shahbaz Khan Michael Felsberg 99 1,064 0 19 Nov 2018
YouTube-VOS: A Large-Scale Video Object Segmentation Benchmark N. Xu L. Yang Yuchen Fan Dingcheng Yue Yuchen Liang Jianchao Yang Thomas Huang VOS 142 529 0 06 Sep 2018
VideoMatch: Matching based Video Object Segmentation Yuan-Ting Hu Jia-Bin Huang Alex Schwing VOS 64 275 0 04 Sep 2018
YouTube-VOS: Sequence-to-Sequence Video Object Segmentation N. Xu L. Yang Yuchen Fan Jianchao Yang Dingcheng Yue Yuchen Liang Brian L. Price Scott D. Cohen Thomas Huang VOS 121 461 0 03 Sep 2018
PReMVOS: Proposal-generation, Refinement and Merging for Video Object Segmentation Jonathon Luiten P. Voigtlaender Bastian Leibe VOS 67 276 0 24 Jul 2018
A Region-based Gauss-Newton Approach to Real-Time Monocular Multiple Object Tracking H. Tjaden Ulrich Schwanecke E. Schömer Daniel Cremers 64 85 0 05 Jul 2018
Tracking Emerges by Colorizing Videos Carl Vondrick Abhinav Shrivastava Alireza Fathi S. Guadarrama Kevin Patrick Murphy 75 377 0 25 Jun 2018
Fast and Accurate Online Video Object Segmentation via Tracking Parts Jingchun Cheng Yi-Hsuan Tsai Wei-Chih Hung Shengjin Wang Ming-Hsuan Yang VOS 118 246 0 06 Jun 2018
Learning a Discriminative Feature Network for Semantic Segmentation Changqian Yu Jingbo Wang Chao Peng Changxin Gao Gang Yu Nong Sang SSeg 50 761 0 25 Apr 2018
Blazingly Fast Video Object Segmentation with Pixel-Wise Metric Learning Yuhua Chen Jordi Pont-Tuset Alberto Montes Luc Van Gool VOS 55 265 0 09 Apr 2018
CNN in MRF: Video Object Segmentation via Inference in A CNN-Based Higher-Order Spatio-Temporal MRF Linchao Bao Baoyuan Wu Wen Liu VOS 35 206 0 26 Mar 2018
Video Object Segmentation with Joint Re-identification and Attention-Aware Mask Propagation Xiaoxiao Li Chen Change Loy VOS 94 196 0 12 Mar 2018
Efficient Video Object Segmentation via Network Modulation L. Yang Yanran Wang Xuehan Xiong Jianchao Yang Aggelos K. Katsaggelos VOS 71 350 0 04 Feb 2018
SegFlow: Joint Learning for Video Object Segmentation and Optical Flow Jingchun Cheng Yi-Hsuan Tsai Shengjin Wang Ming-Hsuan Yang VOS 62 416 0 20 Sep 2017
Video Object Segmentation Without Temporal Information Kevis-Kokitsi Maninis Sergi Caelles Yuhua Chen Jordi Pont-Tuset Laura Leal-Taixé Daniel Cremers Luc Van Gool VOS 121 342 0 18 Sep 2017
Online Adaptation of Convolutional Neural Networks for Video Object Segmentation P. Voigtlaender Bastian Leibe VOS 119 396 0 28 Jun 2017
Learning Video Object Segmentation from Static Images Anna Khoreva Federico Perazzi Rodrigo Benenson Bernt Schiele A. Sorkine-Hornung VOS 65 587 0 08 Dec 2016
Pyramid Scene Parsing Network Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia VOS SSeg 662 12,007 0 04 Dec 2016
ECO: Efficient Convolution Operators for Tracking Martin Danelljan Goutam Bhat Fahad Shahbaz Khan Michael Felsberg 119 2,270 0 28 Nov 2016
One-Shot Video Object Segmentation Sergi Caelles Kevis-Kokitsi Maninis Jordi Pont-Tuset Laura Leal-Taixé Daniel Cremers Luc Van Gool VOS 79 916 0 16 Nov 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 251 18,232 0 02 Jun 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 193,878 0 10 Dec 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,039 0 22 Dec 2014
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.7K 39,525 0 01 Sep 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 413 43,638 0 01 May 2014
High-Speed Tracking with Kernelized Correlation Filters João F. Henriques Rui Caseiro P. Martins Jorge Batista 84 5,134 0 30 Apr 2014