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Learning Video Object Segmentation with Visual Memory

19 April 2017

Papers citing "Learning Video Object Segmentation with Visual Memory"

50 / 150 papers shown

Title
Improving Video Instance Segmentation via Temporal Pyramid RoutingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Xiangtai Li Hao He Yibo Yang Henghui Ding Kuiyuan Yang Guangliang Cheng Yunhai Tong Jianping Shi VOS 185 14 0 28 Jul 2021
BEV-MODNet: Monocular Camera based Bird's Eye View Moving Object Detection for Autonomous DrivingInternational Conference on Intelligent Transportation Systems (ITSC), 2021 Hazem Rashed Mariam Essam M. Mohamed Ahmad El-Sallab S. Yogamani 154 12 0 11 Jul 2021
A Survey on Deep Learning Technique for Video Segmentation Tianfei Zhou Fatih Porikli David J. Crandall Luc Van Gool Wenguan Wang VOS 306 278 0 02 Jul 2021
DAVOS: Semi-Supervised Video Object Segmentation via Adversarial Domain Adaptation Jinshuo Zhang Zhicheng Wang Songyan Zhang Gang Wei VOS 109 0 0 21 May 2021
VM-MODNet: Vehicle Motion aware Moving Object Detection for Autonomous DrivingInternational Conference on Intelligent Transportation Systems (ITSC), 2021 Hazem Rashed Ahmad El-Sallab S. Yogamani 118 4 0 22 Apr 2021
SwiftNet: Real-time Video Object SegmentationComputer Vision and Pattern Recognition (CVPR), 2021 Haochen Wang Xiaolong Jiang Haibing Ren Yao Hu S. Bai VOS 157 148 0 09 Feb 2021
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 180 186 0 21 Jan 2021
Non-parametric Memory for Spatio-Temporal Segmentation of Construction Zones for Self-Driving Min Bai Shenlong Wang K. Wong Ersin Yumer R. Urtasun 75 1 0 18 Jan 2021
Horizontal-to-Vertical Video ConversionIEEE transactions on multimedia (IEEE Trans. Multimedia), 2021 Tun Zhu Daoxin Zhang Yao Hu Tianran Wang Xiaolong Jiang Jianke Zhu Jiawei Li 119 6 0 11 Jan 2021
Local Memory Attention for Fast Video Semantic SegmentationIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2021 M. Paul Martin Danelljan Luc Van Gool Radu Timofte VOS 179 35 0 05 Jan 2021
Learning Inter- and Intraframe Representations for Non-Lambertian Photometric StereoOptics and lasers in engineering (Opt. Lasers Eng.), 2020 Yanlong Cao Binjie Ding Zewei He Jiangxin Yang Jingxi Chen Yanpeng Cao Xin Li 178 17 0 26 Dec 2020
Iterative Knowledge Exchange Between Deep Learning and Space-Time Spectral Clustering for Unsupervised Segmentation in VideosIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Emanuela Haller A. Florea Marius Leordeanu VOS 138 11 0 13 Dec 2020
Human Detection and Segmentation via Multi-view ConsensusIEEE International Conference on Computer Vision (ICCV), 2020 Isinsu Katircioglu Helge Rhodin Jorg Sporri Mathieu Salzmann Pascal Fua 232 3 0 09 Dec 2020
Temporal Action Detection with Multi-level SupervisionIEEE International Conference on Computer Vision (ICCV), 2020 Baifeng Shi Jingdong Sun Judy Hoffman Kate Saenko Trevor Darrell Huijuan Xu 204 17 0 24 Nov 2020
Self-supervised Segmentation via Background Inpainting Isinsu Katircioglu Helge Rhodin Victor Constantin Jorg Sporri Mathieu Salzmann Pascal Fua 95 8 0 11 Nov 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 157 4 0 10 Oct 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 244 96 0 26 Aug 2020
Self-supervised Sparse to Dense Motion Segmentation Amirhossein Kardoost Kalun Ho Peter Ochs Margret Keuper VOS 140 5 0 18 Aug 2020
Monocular Instance Motion Segmentation for Autonomous Driving: KITTI InstanceMotSeg Dataset and Multi-task Baseline Eslam Mohamed Mahmoud Ewaisha Mennatullah Siam Hazem Rashed S. Yogamani Waleed Hamdy Mohamed El-Dakdouky Ahmad El-Sallab 281 38 0 16 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 150 45 0 07 Aug 2020
Learning Discriminative Feature with CRF for Unsupervised Video Object Segmentation Mingmin Zhen Shiwei Li Lei Zhou Jiaxiang Shang Haoan Feng Tian Fang Long Quan VOS 181 69 0 04 Aug 2020
Suppress and Balance: A Simple Gated Network for Salient Object DetectionEuropean Conference on Computer Vision (ECCV), 2020 Xiaoqi Zhao Youwei Pang Lihe Zhang Huchuan Lu Lei Zhang 329 479 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 370 290 0 14 Jul 2020
Video Panoptic Segmentation Dahun Kim Sanghyun Woo Joon-Young Lee In So Kweon VOS 242 193 0 19 Jun 2020
Learning About Objects by Learning to Interact with Them Martin Lohmann Jordi Salvador Aniruddha Kembhavi Roozbeh Mottaghi OCL 186 18 0 16 Jun 2020
ALBA : Reinforcement Learning for Video Object SegmentationBritish Machine Vision Conference (BMVC), 2020 Shreyank N. Gowda Panagiotis Eustratiadis Timothy M. Hospedales Laura Sevilla-Lara VOS 149 11 0 26 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 149 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 172 64 0 16 Apr 2020
STEm-Seg: Spatio-temporal Embeddings for Instance Segmentation in VideosEuropean Conference on Computer Vision (ECCV), 2020 A. Athar Sabarinath Mahadevan Aljosa Osep Laura Leal-Taixé Bastian Leibe VOS 314 186 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 138 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 231 150 0 10 Mar 2020
Motion-Attentive Transition for Zero-Shot Video Object SegmentationIEEE Transactions on Image Processing (TIP), 2020 Tianfei Zhou Shunzhou Wang Yi Zhou Yazhou Yao Jianwu Li Ling Shao VOS 343 210 0 09 Mar 2020
See More, Know More: Unsupervised Video Object Segmentation with Co-Attention Siamese NetworksComputer Vision and Pattern Recognition (CVPR), 2019 Xiankai Lu Wenguan Wang Chao Ma Jianbing Shen Ling Shao Fatih Porikli VOS 195 518 0 19 Jan 2020
Zero-Shot Video Object Segmentation via Attentive Graph Neural NetworksIEEE International Conference on Computer Vision (ICCV), 2019 Wenguan Wang Xiankai Lu Jianbing Shen David J. Crandall Ling Shao VOS 208 291 0 19 Jan 2020
GraphBGS: Background Subtraction via Recovery of Graph SignalsInternational Conference on Pattern Recognition (ICPR), 2020 Jhony H. Giraldo T. Bouwmans 174 26 0 17 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 265 65 0 15 Jan 2020
Moving Objects Detection with a Moving Camera: A Comprehensive ReviewComputer Science Review (CSR), 2020 Marie-Neige Chapel T. Bouwmans 163 104 0 15 Jan 2020
Efficient Video Semantic Segmentation with Labels Propagation and RefinementIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2019 M. Paul Christoph Mayer Luc Van Gool Radu Timofte 123 39 0 26 Dec 2019
Classifying, Segmenting, and Tracking Object Instances in Video with Mask PropagationComputer Vision and Pattern Recognition (CVPR), 2019 Gedas Bertasius Lorenzo Torresani 187 189 0 10 Dec 2019
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
RST-MODNet: Real-time Spatio-temporal Moving Object Detection for Autonomous Driving M. Ramzy Hazem Rashed Ahmad El-Sallab S. Yogamani 72 19 0 01 Dec 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 262 124 0 24 Oct 2019
CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule RoutingIEEE International Conference on Computer Vision (ICCV), 2019 Kevin Duarte Yogesh S Rawat M. Shah VOS 199 78 0 30 Sep 2019
LIP: Learning Instance Propagation for Video Object Segmentation Ye Lyu G. Vosselman Guisong Xia M. Yang VOS 97 4 0 30 Sep 2019
EpO-Net: Exploiting Geometric Constraints on Dense Trajectories for Motion SaliencyIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2019 M. Faisal Ijaz Akhter Mohsen Ali Leonid Sigal VOS 156 46 0 29 Sep 2019
RPM-Net: Robust Pixel-Level Matching Networks for Self-Supervised Video Object SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2019 Youngeun Kim Seokeon Choi Hankyeol Lee Taekyung Kim Changick Kim VOS 98 10 0 29 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 170 29 0 27 Sep 2019
Temporally Consistent Depth Prediction with Flow-Guided Memory Units Chanho Eom Hyunjong Park Bumsub Ham MDE 147 17 0 16 Sep 2019
Motion Guided Attention for Video Salient Object DetectionIEEE International Conference on Computer Vision (ICCV), 2019 Haofeng Li Guanqi Chen Guanbin Li Yizhou Yu 220 194 0 16 Sep 2019
Exploiting Temporality for Semi-Supervised Video Segmentation Radu Sibechi Olaf Booij N. Baka Peter Bloem VOS 93 14 0 29 Aug 2019