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Online Adaptation of Convolutional Neural Networks for Video Object Segmentation

28 June 2017

Papers citing "Online Adaptation of Convolutional Neural Networks for Video Object Segmentation"

50 / 202 papers shown

Title
SSTVOS: Sparse Spatiotemporal Transformers for Video Object SegmentationComputer Vision and Pattern Recognition (CVPR), 2021 Brendan Duke Abdalla Ahmed Christian Wolf P. Aarabi Graham W. Taylor VOS 192 187 0 21 Jan 2021
Generating Masks from Boxes by Mining Spatio-Temporal Consistencies in VideosIEEE International Conference on Computer Vision (ICCV), 2021 Bin Zhao Goutam Bhat Martin Danelljan Luc Van Gool Radu Timofte VOS 217 19 0 06 Jan 2021
Learning Dynamic Network Using a Reuse Gate Function in Semi-supervised Video Object SegmentationComputer Vision and Pattern Recognition (CVPR), 2020 Hyojin Park Jayeon Yoo Seohyeong Jeong Ganesh Venkatesh Nojun Kwak VOS 337 40 0 21 Dec 2020
Spatiotemporal Graph Neural Network based Mask Reconstruction for Video Object SegmentationAAAI Conference on Artificial Intelligence (AAAI), 2020 Daizong Liu Shuangjie Xu Xiao-Yang Liu Zichuan Xu Wei Wei Pan Zhou VOS 183 24 0 10 Dec 2020
CompFeat: Comprehensive Feature Aggregation for Video Instance SegmentationAAAI Conference on Artificial Intelligence (AAAI), 2020 Yang Fu Linjie Yang Ding Liu Thomas S. Huang Humphrey Shi VOS 269 75 0 07 Dec 2020
Make One-Shot Video Object Segmentation Efficient AgainNeural Information Processing Systems (NeurIPS), 2020 Tim Meinhardt Laura Leal-Taixe VOS 150 43 0 03 Dec 2020
Betrayed by Motion: Camouflaged Object Discovery via Motion SegmentationAsian Conference on Computer Vision (ACCV), 2020 Hala Lamdouar Charig Yang Weidi Xie Andrew Zisserman 215 91 0 23 Nov 2020
TTVOS: Lightweight Video Object Segmentation with Adaptive Template Attention Module and Temporal Consistency Loss Hyojin Park Ganesh Venkatesh Nojun Kwak VOS 194 5 0 09 Nov 2020
Delving into the Cyclic Mechanism in Semi-supervised Video Object SegmentationNeural Information Processing Systems (NeurIPS), 2020 Yuxi Li Ning Xu Jinlong Peng John See Weiyao Lin VOS 148 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 169 182 0 15 Oct 2020
Collaborative Video Object Segmentation by Multi-Scale Foreground-Background Integration Zongxin Yang Yunchao Wei Yi Yang VOS 323 174 0 13 Oct 2020
Hybrid-S2S: Video Object Segmentation with Recurrent Networks and Correspondence MatchingVISIGRAPP (VISIGRAPP), 2020 Fatemeh Azimi Stanislav Frolov Federico Raue Jörn Hees Andreas Dengel VOS 165 4 0 10 Oct 2020
Learning Spatio-Appearance Memory Network for High-Performance Visual Tracking Fei Xie Wankou Yang Bo Liu Kaihua Zhang Wanli Xue W. Zuo VOS 194 5 0 21 Sep 2020
Making a Case for 3D Convolutions for Object Segmentation in VideosBritish Machine Vision Conference (BMVC), 2020 Sabarinath Mahadevan A. Athar Aljosa Osep Sebastian Hennen Laura Leal-Taixé Bastian Leibe VOS 268 96 0 26 Aug 2020
A Novel Video Salient Object Detection Method via Semi-supervised Motion Quality Perception Chenglizhao Chen Jianwei Song Chong Peng Guodong Wang Yuming Fang 154 45 0 07 Aug 2020
An Exploration of Target-Conditioned Segmentation Methods for Visual Object Trackers Matteo Dunnhofer N. Martinel C. Micheloni VOS 152 1 0 03 Aug 2020
Self-supervised Object Tracking with Cycle-consistent Siamese NetworksIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2020 Weihao Yuan M. Y. Wang Qifeng Chen 108 21 0 03 Aug 2020
Kernelized Memory Network for Video Object SegmentationEuropean Conference on Computer Vision (ECCV), 2020 Hongje Seong Junhyuk Hyun Euntai Kim VOS 154 208 0 16 Jul 2020
Interactive Video Object Segmentation Using Global and Local Transfer ModulesEuropean Conference on Computer Vision (ECCV), 2020 Yuk Heo Y. Koh Chang-Su Kim VOS 119 40 0 16 Jul 2020
Video Object Segmentation with Episodic Graph Memory NetworksEuropean Conference on Computer Vision (ECCV), 2020 Xinkai Lu Wenguan Wang Martin Danelljan Tianfei Zhou Jianbing Shen Luc Van Gool VOS 394 291 0 14 Jul 2020
Learning Object Depth from Camera Motion and Video Object SegmentationEuropean Conference on Computer Vision (ECCV), 2020 Brent A. Griffin Jason J. Corso VOS 168 2 0 11 Jul 2020
Space-Time Correspondence as a Contrastive Random Walk Allan Jabri Andrew Owens Alexei A. Efros SSL OT 308 331 0 25 Jun 2020
Self-supervised Video Object Segmentation Fangrui Zhu Li Zhang Yanwei Fu G. Guo Weidi Xie VOS 130 12 0 22 Jun 2020
Cascaded Regression Tracking: Towards Online Hard Distractor Discrimination Ning Wang Wen-gang Zhou Q. Tian Houqiang Li VOT 129 9 0 18 Jun 2020
TAO: A Large-Scale Benchmark for Tracking Any Object Achal Dave Tarasha Khurana P. Tokmakov Cordelia Schmid Deva Ramanan 265 209 0 20 May 2020
Revisiting Sequence-to-Sequence Video Object Segmentation with Multi-Task Loss and Skip-MemoryInternational Conference on Pattern Recognition (ICPR), 2020 Fatemeh Azimi B. Bischke Sebastián M. Palacio Federico Raue Jörn Hees Andreas Dengel VOS VLM 169 4 0 25 Apr 2020
Fast Template Matching and Update for Video Object Tracking and SegmentationComputer Vision and Pattern Recognition (CVPR), 2020 Mingjie Sun Jimin Xiao Eng Gee Lim Bingfeng Zhang Yao-Min Zhao VOS 184 64 0 16 Apr 2020
A Transductive Approach for Video Object SegmentationComputer Vision and Pattern Recognition (CVPR), 2020 Yizhuo Zhang Zhirong Wu Houwen Peng Stephen Lin VOS 219 120 0 15 Apr 2020
Learning What to Learn for Video Object SegmentationEuropean Conference on Computer Vision (ECCV), 2020 Goutam Bhat Felix Järemo Lawin Martin Danelljan Andreas Robinson Michael Felsberg Luc Van Gool Radu Timofte VOS 206 167 0 25 Mar 2020
Collaborative Video Object Segmentation by Foreground-Background IntegrationEuropean Conference on Computer Vision (ECCV), 2020 Zongxin Yang Yunchao Wei Yi Yang VOS 284 276 0 18 Mar 2020
Dual Temporal Memory Network for Efficient Video Object SegmentationACM Multimedia (ACM MM), 2020 Kaihua Zhang Long Wang Dong Liu Bo Liu Qingshan Liu Zhu Li VOS 170 15 0 13 Mar 2020
Learning Video Object Segmentation from Unlabeled VideosComputer Vision and Pattern Recognition (CVPR), 2020 Xiankai Lu Wenguan Wang Jianbing Shen Yu-Wing Tai David J. Crandall Guosheng Lin VOS 259 150 0 10 Mar 2020
Learning Fast and Robust Target Models for Video Object SegmentationComputer Vision and Pattern Recognition (CVPR), 2020 Andreas Robinson Felix Järemo Lawin Martin Danelljan Fahad Shahbaz Khan Michael Felsberg VOS 279 148 0 27 Feb 2020
MAST: A Memory-Augmented Self-supervised TrackerComputer Vision and Pattern Recognition (CVPR), 2020 Zihang Lai Erika Lu Weidi Xie VOS 265 199 0 18 Feb 2020
Directional Deep Embedding and Appearance Learning for Fast Video Object SegmentationIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020 Yingjie Yin De Xu Xingang Wang Lei Zhang VOS 126 16 0 17 Feb 2020
AOL: Adaptive Online Learning for Human Trajectory Prediction in Dynamic Video ScenesBritish Machine Vision Conference (BMVC), 2020 Manh Huynh G. Alaghband 152 9 0 16 Feb 2020
CRVOS: Clue Refining Network for Video Object SegmentationInternational Conference on Information Photonics (ICIP), 2020 Suhwan Cho Myeongah Cho Tae-Young Chung Heansung Lee Sangyoun Lee VOS 266 7 0 10 Feb 2020
Fast Video Object Segmentation using the Global Context ModuleEuropean Conference on Computer Vision (ECCV), 2020 Yu Li Zhuoran Shen Ying Shan VOS 173 120 0 30 Jan 2020
UnOVOST: Unsupervised Offline Video Object Segmentation and TrackingIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020 Jonathon Luiten Idil Esen Zulfikar Bastian Leibe VOS 273 65 0 15 Jan 2020
Automatic Video Object Segmentation via Motion-Appearance-Stream Fusion and Instance-aware Segmentation Sung-Kwon Choo Wonkyo Seo N. Cho VOS 98 0 0 03 Dec 2019
Siam R-CNN: Visual Tracking by Re-DetectionComputer Vision and Pattern Recognition (CVPR), 2019 P. Voigtlaender Jonathon Luiten Juil Sock Bastian Leibe 273 614 0 28 Nov 2019
Continuous Adaptation for Interactive Object Segmentation by Learning from CorrectionsEuropean Conference on Computer Vision (ECCV), 2019 Theodora Kontogianni Michael Gygli J. Uijlings V. Ferrari CLL VLM 271 60 0 28 Nov 2019
D3S -- A Discriminative Single Shot Segmentation TrackerComputer Vision and Pattern Recognition (CVPR), 2019 A. Lukežič Jirí Matas Matej Kristan VOS 250 260 0 20 Nov 2019
Learning to Track Any Object Achal Dave P. Tokmakov Cordelia Schmid Deva Ramanan VOS 137 9 0 25 Oct 2019
Anchor Diffusion for Unsupervised Video Object SegmentationIEEE International Conference on Computer Vision (ICCV), 2019 Zhao Yang Qiang Wang Luca Bertinetto Weiming Hu S. Bai Juil Sock VOS 290 124 0 24 Oct 2019
Object Segmentation Tracking from Generic Video CuesInternational Conference on Pattern Recognition (ICPR), 2019 Amirhossein Kardoost Sabine Müller Joachim Weickert Margret Keuper VOS 127 0 0 05 Oct 2019
LIP: Learning Instance Propagation for Video Object Segmentation Ye Lyu G. Vosselman Guisong Xia M. Yang VOS 105 4 0 30 Sep 2019
Meta Learning with Differentiable Closed-form Solver for Fast Video Object SegmentationIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2019 Yu Liu Lingqiao Liu Haokui Zhang S. Hamid Rezatofighi Ian Reid VOS 82 9 0 28 Sep 2019
Adaptive ROI Generation for Video Object Segmentation Using Reinforcement LearningPattern Recognition (Pattern Recognit.), 2019 Mingjie Sun Jimin Xiao Eng Gee Lim Yanchun Xie Jiashi Feng VOS 174 30 0 27 Sep 2019
DMM-Net: Differentiable Mask-Matching Network for Video Object SegmentationIEEE International Conference on Computer Vision (ICCV), 2019 Fangyin Wei Renjie Liao Li Gu Yuwen Xiong Sanja Fidler R. Urtasun VOS 208 78 0 27 Sep 2019