MUNet: Motion Uncertainty-aware Semi-supervised Video Object Segmentation

29 November 2021

Jiadai Sun

Yuchao Dai

Papers citing "MUNet: Motion Uncertainty-aware Semi-supervised Video Object Segmentation"

41 / 41 papers shown

Title
Learning Position and Target Consistency for Memory-based Video Object Segmentation Liucheng Hu Peng Zhang Bang Zhang Pan Pan Yinghui Xu Rong Jin VOS 83 112 0 09 Apr 2021
Efficient Regional Memory Network for Video Object Segmentation Haozhe Xie Huanjin Yao Shangchen Zhou Shengping Zhang Wenxiu Sun VOS 120 138 0 24 Mar 2021
Displacement-Invariant Matching Cost Learning for Accurate Optical Flow Estimation Jianyuan Wang Yiran Zhong Yuchao Dai Kaihao Zhang Pan Ji Hongdong Li 58 74 0 28 Oct 2020
Delving into the Cyclic Mechanism in Semi-supervised Video Object Segmentation Yuxi Li Ning Xu Jinlong Peng John See Weiyao Lin VOS 66 32 0 23 Oct 2020
Video Object Segmentation with Adaptive Feature Bank and Uncertain-Region Refinement Yongqing Liang Xin Li N. Jafari Qin Chen VOS 62 163 0 15 Oct 2020
PMVOS: Pixel-Level Matching-Based Video Object Segmentation Suhwan Cho Heansung Lee Sungmin Woo Sungjun Jang Sangyoun Lee VOS 43 2 0 18 Sep 2020
Kernelized Memory Network for Video Object Segmentation Hongje Seong Junhyuk Hyun Euntai Kim VOS 60 197 0 16 Jul 2020
Video Object Segmentation with Episodic Graph Memory Networks Xinkai Lu Wenguan Wang Martin Danelljan Tianfei Zhou Jianbing Shen Luc Van Gool VOS 90 276 0 14 Jul 2020
RAFT: Recurrent All-Pairs Field Transforms for Optical Flow Zachary Teed Jia Deng MDE 241 2,625 0 26 Mar 2020
Learning What to Learn for Video Object Segmentation Goutam Bhat Felix Järemo Lawin Martin Danelljan Andreas Robinson Michael Felsberg Luc Van Gool Radu Timofte VOS 76 158 0 25 Mar 2020
Collaborative Video Object Segmentation by Foreground-Background Integration Zongxin Yang Yunchao Wei Yi Yang VOS 116 255 0 18 Mar 2020
Motion-Attentive Transition for Zero-Shot Video Object Segmentation Tianfei Zhou Shunzhou Wang Yi Zhou Yazhou Yao Jianwu Li Ling Shao VOS 173 189 0 09 Mar 2020
Learning Fast and Robust Target Models for Video Object Segmentation Andreas Robinson Felix Järemo Lawin Martin Danelljan Fahad Shahbaz Khan Michael Felsberg VOS 101 142 0 27 Feb 2020
Fast Video Object Segmentation using the Global Context Module Yu Li Zhuoran Shen Ying Shan VOS 56 111 0 30 Jan 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 511 42,449 0 03 Dec 2019
Adaptive ROI Generation for Video Object Segmentation Using Reinforcement Learning Mingjie Sun Jimin Xiao Eng Gee Lim Yanchun Xie Jiashi Feng VOS 50 27 0 27 Sep 2019
DMM-Net: Differentiable Mask-Matching Network for Video Object Segmentation Fangyin Wei Renjie Liao Li Gu Yuwen Xiong Sanja Fidler R. Urtasun VOS 74 77 0 27 Sep 2019
Motion Guided Attention for Video Salient Object Detection Haofeng Li Guanqi Chen Guanbin Li Yizhou Yu 90 167 0 16 Sep 2019
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
Video Object Segmentation using Space-Time Memory Networks Seoung Wug Oh Joon-Young Lee N. Xu Seon Joo Kim VOS 77 709 0 01 Apr 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
Towards Segmenting Anything That Moves Achal Dave P. Tokmakov Deva Ramanan 72 87 0 11 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
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
CNN in MRF: Video Object Segmentation via Inference in A CNN-Based Higher-Order Spatio-Temporal MRF Linchao Bao Baoyuan Wu Wen Liu VOS 38 206 0 26 Mar 2018
Efficient Video Object Segmentation via Network Modulation L. Yang Yanran Wang Xuehan Xiong Jianchao Yang Aggelos K. Katsaggelos VOS 74 350 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 66 416 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 123 342 0 18 Sep 2017
Video Object Segmentation with Re-identification Xiaoxiao Li Yuankai Qi Zhe Wang Kai-xiang Chen Ziwei Liu Jianping Shi Ping Luo Xiaoou Tang Chen Change Loy VOS 68 64 0 01 Aug 2017
Online Adaptation of Convolutional Neural Networks for Video Object Segmentation P. Voigtlaender Bastian Leibe VOS 119 396 0 28 Jun 2017
The 2017 DAVIS Challenge on Video Object Segmentation Jordi Pont-Tuset Federico Perazzi Sergi Caelles Pablo Arbeláez A. Sorkine-Hornung Luc Van Gool VGen VOS 84 1,208 0 03 Apr 2017
Learning Video Object Segmentation from Static Images Anna Khoreva Federico Perazzi Rodrigo Benenson Bernt Schiele A. Sorkine-Hornung VOS 68 588 0 08 Dec 2016
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks Eddy Ilg N. Mayer Tonmoy Saikia Margret Keuper Alexey Dosovitskiy Thomas Brox 3DPC 255 3,081 0 06 Dec 2016
One-Shot Video Object Segmentation Sergi Caelles Kevis-Kokitsi Maninis Jordi Pont-Tuset Laura Leal-Taixé Daniel Cremers Luc Van Gool VOS 79 917 0 16 Nov 2016
Bridging Category-level and Instance-level Semantic Image Segmentation Zifeng Wu Chunhua Shen Anton Van Den Hengel ISeg SSeg 149 161 0 23 May 2016
Fast Optical Flow using Dense Inverse Search Till Kroeger Radu Timofte Dengxin Dai Luc Van Gool 75 346 0 11 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015
EpicFlow: Edge-Preserving Interpolation of Correspondences for Optical Flow Jérôme Revaud Philippe Weinzaepfel Zaïd Harchaoui Cordelia Schmid 76 797 0 12 Jan 2015
The Secrets of Salient Object Segmentation Yin Li Xiaodi Hou Christof Koch James M. Rehg Alan Yuille 68 1,226 0 11 Jun 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 43,667 0 01 May 2014