Deep Spatio-Temporal Random Fields for Efficient Video Segmentation

3 July 2018

Papers citing "Deep Spatio-Temporal Random Fields for Efficient Video Segmentation"

25 / 25 papers shown

Title
Motion-Corrected Moving Average: Including Post-Hoc Temporal Information for Improved Video Segmentation R. Mendel Tobias Rueckert Dirk Wilhelm Daniel Rueckert Christoph Palm 36 0 0 05 Mar 2024
SERNet-Former: Semantic Segmentation by Efficient Residual Network with Attention-Boosting Gates and Attention-Fusion Networks Serdar Erişen SSeg 30 11 0 28 Jan 2024
Domain Adaptive Video Semantic Segmentation via Cross-Domain Moving Object Mixing Kyusik Cho Suhyeon Lee Hongje Seong Euntai Kim 33 5 0 04 Nov 2022
Deep Learning Model with GA based Feature Selection and Context Integration Ranju Mandal Basim Azam B. Verma Mengjie Zhang FAtt 21 0 0 13 Apr 2022
RankSeg: Adaptive Pixel Classification with Image Category Ranking for Segmentation Hao He Yuhui Yuan Xiangyu Yue Han Hu VOS VLM 27 13 0 08 Mar 2022
Efficient Video Segmentation Models with Per-frame Inference Yifan Liu Chunhua Shen Changqian Yu Jingdong Wang 33 0 0 24 Feb 2022
Rethinking Dilated Convolution for Real-time Semantic Segmentation Roland Gao SSeg 30 38 0 18 Nov 2021
Global Aggregation then Local Distribution for Scene Parsing Xiangtai Li Li Zhang Guangliang Cheng Kuiyuan Yang Yunhai Tong Xiatian Zhu Tao Xiang 21 16 0 28 Jul 2021
A Survey on Deep Learning Technique for Video Segmentation Tianfei Zhou Fatih Porikli David J. Crandall Luc Van Gool Wenguan Wang VOS 34 232 0 02 Jul 2021
Dynamic Dual Sampling Module for Fine-Grained Semantic Segmentation Chen Shi Xiangtai Li Yanran Wu Yunhai Tong Yi Tian Xu 28 1 0 25 May 2021
Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road Scenes Yuanduo Hong Huihui Pan Weichao Sun Yisong Jia SSeg 138 260 0 15 Jan 2021
Towards Efficient Scene Understanding via Squeeze Reasoning Xiangtai Li Xia Li Ansheng You Li Zhang Guangliang Cheng Kuiyuan Yang Yunhai Tong Zhouchen Lin GNN 22 23 0 06 Nov 2020
Frame-To-Frame Consistent Semantic Segmentation M. Rebol Patrick Knöbelreiter VOS 16 7 0 03 Aug 2020
Improving Semantic Segmentation via Decoupled Body and Edge Supervision Xiangtai Li Xia Li Li Zhang Guangliang Cheng Jianping Shi Zhouchen Lin Shaohua Tan Yunhai Tong 20 255 0 20 Jul 2020
Semantic Curiosity for Active Visual Learning Devendra Singh Chaplot Helen Jiang Saurabh Gupta Abhinav Gupta ObjD 16 72 0 16 Jun 2020
Improving Semantic Segmentation via Self-Training Yi Zhu Zhongyue Zhang Chongruo Wu Zhi-Li Zhang Tong He Hang Zhang R. Manmatha Mu Li Alex Smola VLM SSL 26 56 0 30 Apr 2020
A Transductive Approach for Video Object Segmentation Yizhuo Zhang Zhirong Wu Houwen Peng Stephen Lin VOS 8 112 0 15 Apr 2020
BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation Changqian Yu Changxin Gao Jingbo Wang Gang Yu Chunhua Shen Nong Sang SSeg 34 1,175 0 05 Apr 2020
Efficient Semantic Video Segmentation with Per-frame Inference Yifan Liu Chunhua Shen Changqian Yu Jingdong Wang VOS 22 126 0 26 Feb 2020
Every Frame Counts: Joint Learning of Video Segmentation and Optical Flow Mingyu Ding Zhe Wang Bolei Zhou Jianping Shi Zhiwu Lu Ping Luo 27 72 0 28 Nov 2019
Exploring Temporal Information for Improved Video Understanding Yi Zhu 23 0 0 25 May 2019
The 2019 DAVIS Challenge on VOS: Unsupervised Multi-Object Segmentation Sergi Caelles Jordi Pont-Tuset Federico Perazzi Alberto Montes Kevis-Kokitsi Maninis Luc Van Gool VOS 22 146 0 02 May 2019
Architecture Search of Dynamic Cells for Semantic Video Segmentation Vladimir Nekrasov Hao Chen Chunhua Shen Ian Reid 29 20 0 04 Apr 2019
Fast video object segmentation with Spatio-Temporal GANs Sergi Caelles Albert Pumarola Francesc Moreno-Noguer Alberto Sanfeliu Luc Van Gool VOS 12 6 0 28 Mar 2019
Improving Semantic Segmentation via Video Propagation and Label Relaxation Yi Zhu Karan Sapra F. Reda Kevin J. Shih Shawn D. Newsam Andrew Tao Bryan Catanzaro 51 382 0 04 Dec 2018