Learning Position and Target Consistency for Memory-based Video Object Segmentation

9 April 2021

Papers citing "Learning Position and Target Consistency for Memory-based Video Object Segmentation"

44 / 44 papers shown

Title
RGB-D Video Object Segmentation via Enhanced Multi-store Feature Memory Boyue Xu Ruichao Hou Tongwei Ren Gangshan Wu VOS 154 1 0 23 Apr 2025
Video Object Segmentation with Adaptive Feature Bank and Uncertain-Region Refinement Yongqing Liang Xin Li N. Jafari Qin Chen VOS 64 164 0 15 Oct 2020
Kernelized Memory Network for Video Object Segmentation Hongje Seong Junhyuk Hyun Euntai Kim VOS 64 197 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 108 277 0 14 Jul 2020
Fast Video Object Segmentation With Temporal Aggregation Network and Dynamic Template Matching Xuhua Huang Jiarui Xu Yu-Wing Tai Chi-Keung Tang VOS 123 67 0 11 Jul 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 460 13,153 0 26 May 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 86 158 0 25 Mar 2020
Collaborative Video Object Segmentation by Foreground-Background Integration Zongxin Yang Yunchao Wei Yi Yang VOS 146 255 0 18 Mar 2020
Fast Video Object Segmentation using the Global Context Module Yu Li Zhuoran Shen Ying Shan VOS 80 111 0 30 Jan 2020
One-Shot Object Detection with Co-Attention and Co-Excitation Ting-I Hsieh Yi-Chen Lo Hwann-Tzong Chen Tyng-Luh Liu ObjD 107 166 0 28 Nov 2019
DMM-Net: Differentiable Mask-Matching Network for Video Object Segmentation Fangyin Wei Renjie Liao Li Gu Yuwen Xiong Sanja Fidler R. Urtasun VOS 104 77 0 27 Sep 2019
Segmentation Transformer: Object-Contextual Representations for Semantic Segmentation Yuhui Yuan Xiaokang Chen Xilin Chen Jingdong Wang ViT 241 1,422 0 24 Sep 2019
RANet: Ranking Attention Network for Fast Video Object Segmentation Ziqin Wang Jun Xu Li Liu Fan Zhu Ling Shao VOS 94 204 0 19 Aug 2019
Few-Shot Object Detection with Attention-RPN and Multi-Relation Detector Qi Fan Wei Zhuo Chi-Keung Tang Yu-Wing Tai ObjD 159 531 0 06 Aug 2019
An Empirical Study of Spatial Attention Mechanisms in Deep Networks Xizhou Zhu Dazhi Cheng Zheng Zhang Stephen Lin Jifeng Dai 87 415 0 11 Apr 2019
BoLTVOS: Box-Level Tracking for Video Object Segmentation P. Voigtlaender Jonathon Luiten Bastian Leibe VOS 51 27 0 09 Apr 2019
Video Object Segmentation using Space-Time Memory Networks Seoung Wug Oh Joon-Young Lee N. Xu Seon Joo Kim VOS 81 711 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 92 230 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 127 421 0 25 Feb 2019
CCNet: Criss-Cross Attention for Semantic Segmentation Zilong Huang Xinggang Wang Yunchao Wei Lichao Huang Humphrey Shi Wenyu Liu Chang Huang VOS 214 2,554 0 28 Nov 2018
A Generative Appearance Model for End-to-end Video Object Segmentation Joakim Johnander Martin Danelljan Emil Brissman Fahad Shahbaz Khan Michael Felsberg VOS 168 193 0 28 Nov 2018
VideoMatch: Matching based Video Object Segmentation Yuan-Ting Hu Jia-Bin Huang Alex Schwing VOS 68 275 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 131 462 0 03 Sep 2018
PReMVOS: Proposal-generation, Refinement and Merging for Video Object Segmentation Jonathon Luiten P. Voigtlaender Bastian Leibe VOS 75 276 0 24 Jul 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 147 246 0 06 Jun 2018
Blazingly Fast Video Object Segmentation with Pixel-Wise Metric Learning Yuhua Chen Jordi Pont-Tuset Alberto Montes Luc Van Gool VOS 69 265 0 09 Apr 2018
MaskRNN: Instance Level Video Object Segmentation Yuan-Ting Hu Jia-Bin Huang Alex Schwing VOS 81 183 0 29 Mar 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 51 206 0 26 Mar 2018
Video Object Segmentation with Joint Re-identification and Attention-Aware Mask Propagation Xiaoxiao Li Chen Change Loy VOS 114 196 0 12 Mar 2018
Image Transformer Niki Parmar Ashish Vaswani Jakob Uszkoreit Lukasz Kaiser Noam M. Shazeer Alexander Ku Dustin Tran ViT 154 1,689 0 15 Feb 2018
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam SSeg 493 13,215 0 07 Feb 2018
Efficient Video Object Segmentation via Network Modulation L. Yang Yanran Wang Xuehan Xiong Jianchao Yang Aggelos K. Katsaggelos VOS 85 350 0 04 Feb 2018
Non-local Neural Networks Xinyu Wang Ross B. Girshick Abhinav Gupta Kaiming He OffRL 356 8,922 0 21 Nov 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 145 342 0 18 Sep 2017
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 429 26,605 0 05 Sep 2017
Online Adaptation of Convolutional Neural Networks for Video Object Segmentation P. Voigtlaender Bastian Leibe VOS 131 396 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 97 1,218 0 03 Apr 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 391 27,275 0 20 Mar 2017
Learning Video Object Segmentation from Static Images Anna Khoreva Federico Perazzi Rodrigo Benenson Bernt Schiele A. Sorkine-Hornung VOS 90 588 0 08 Dec 2016
One-Shot Video Object Segmentation Sergi Caelles Kevis-Kokitsi Maninis Jordi Pont-Tuset Laura Leal-Taixé Daniel Cremers Luc Van Gool VOS 81 917 0 16 Nov 2016
Fully-Convolutional Siamese Networks for Object Tracking Luca Bertinetto Jack Valmadre João F. Henriques Andrea Vedaldi Philip Torr VOT 86 3,889 0 30 Jun 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.3K 194,641 0 10 Dec 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 545 62,477 0 04 Jun 2015
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 444 43,875 0 01 May 2014