CNN in MRF: Video Object Segmentation via Inference in A CNN-Based Higher-Order Spatio-Temporal MRF

26 March 2018

Papers citing "CNN in MRF: Video Object Segmentation via Inference in A CNN-Based Higher-Order Spatio-Temporal MRF"

21 / 21 papers shown

Title
Leveraging Motion Information for Better Self-Supervised Video Correspondence Learning Zihan Zhoua Changrui Daia Aibo Songa Xiaolin Fang VOS 85 0 0 15 Mar 2025
Learning Spatial-Semantic Features for Robust Video Object Segmentation Xin Li Deshui Miao Zhenyu He Yansen Wang Huchuan Lu Ming-Hsuan Yang VOS 104 4 0 10 Jul 2024
DMM-Net: Differentiable Mask-Matching Network for Video Object Segmentation Fangyin Wei Renjie Liao Li Gu Yuwen Xiong Sanja Fidler R. Urtasun VOS 46 77 0 27 Sep 2019
MaskRNN: Instance Level Video Object Segmentation Yuan-Ting Hu Jia-Bin Huang Alex Schwing VOS 45 182 0 29 Mar 2018
SegFlow: Joint Learning for Video Object Segmentation and Optical Flow Jingchun Cheng Yi-Hsuan Tsai Shengjin Wang Ming-Hsuan Yang VOS 41 415 0 20 Sep 2017
Pixel-Level Matching for Video Object Segmentation using Convolutional Neural Networks Jae Shin Yoon François Rameau Junsik Kim Seokju Lee Seunghak Shin In So Kweon VOS 45 158 0 17 Aug 2017
Online Adaptation of Convolutional Neural Networks for Video Object Segmentation P. Voigtlaender Bastian Leibe VOS 89 394 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 49 1,193 0 03 Apr 2017
Super-Trajectory for Video Segmentation Wenguan Wang Jianbing Shen Jianwen Xie Fatih Porikli VOS 39 46 0 28 Feb 2017
Video Propagation Networks Varun Jampani Raghudeep Gadde Peter V. Gehler DiffM 36 230 0 16 Dec 2016
Learning Video Object Segmentation from Static Images Anna Khoreva Federico Perazzi Rodrigo Benenson Bernt Schiele A. Sorkine-Hornung VOS 43 585 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 146 3,072 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 53 909 0 16 Nov 2016
Deep Learning Markov Random Field for Semantic Segmentation Ziwei Liu Xiaoxiao Li Ping Luo Chen Change Loy Xiaoou Tang 3DV 50 160 0 23 Jun 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 144 18,136 0 02 Jun 2016
Higher Order Conditional Random Fields in Deep Neural Networks Anurag Arnab Sadeep Jayasumana Shuai Zheng Philip Torr SSeg 43 230 0 25 Nov 2015
Fully Connected Deep Structured Networks Alex Schwing R. Urtasun SSeg 89 308 0 09 Mar 2015
Conditional Random Fields as Recurrent Neural Networks Shuai Zheng Sadeep Jayasumana Bernardino Romera-Paredes Vibhav Vineet Zhizhong Su Dalong Du Chang Huang Philip Torr SSeg 128 2,533 0 11 Feb 2015
Robust Piecewise-Constant Smoothing: M-Smoother Revisited Linchao Bao Qingxiong Yang 22 4 0 28 Oct 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 650 99,991 0 04 Sep 2014
Efficient Inference in Fully Connected CRFs with Gaussian Edge Potentials Philipp Krahenbuhl V. Koltun 65 3,445 0 20 Oct 2012