Conditional Random Fields as Recurrent Neural Networks

11 February 2015

Shuai Zheng

Sadeep Jayasumana

Bernardino Romera-Paredes

Papers citing "Conditional Random Fields as Recurrent Neural Networks"

50 / 429 papers shown

Title
Video Object Segmentation with Joint Re-identification and Attention-Aware Mask Propagation Xiaoxiao Li Chen Change Loy VOS 24 196 0 12 Mar 2018
Indoor Scene Understanding in 2.5/3D for Autonomous Agents: A Survey Muzammal Naseer Salman H Khan Fatih Porikli 3DPC 3DV 19 101 0 09 Mar 2018
Monocular Depth Estimation using Multi-Scale Continuous CRFs as Sequential Deep Networks Dan Xu Elisa Ricci Wanli Ouyang Xiaogang Wang N. Sebe MDE 31 99 0 01 Mar 2018
Learning to Adapt Structured Output Space for Semantic Segmentation Yi-Hsuan Tsai Wei-Chih Hung S. Schulter Kihyuk Sohn Ming-Hsuan Yang Manmohan Chandraker OOD SSeg 25 1,529 0 28 Feb 2018
Frank-Wolfe Network: An Interpretable Deep Structure for Non-Sparse Coding Dong Liu Ke Sun Zhangyang Wang Runsheng Liu Zhengjun Zha 24 12 0 28 Feb 2018
Bonnet: An Open-Source Training and Deployment Framework for Semantic Segmentation in Robotics using CNNs Andres Milioto C. Stachniss SSeg 43 86 0 25 Feb 2018
Superpixel based Class-Semantic Texton Occurrences for Natural Roadside Vegetation Segmentation Ligang Zhang B. Verma 19 4 0 24 Feb 2018
Recurrent Residual Convolutional Neural Network based on U-Net (R2U-Net) for Medical Image Segmentation Md. Zahangir Alom Mahmudul Hasan C. Yakopcic T. Taha V. Asari SSeg 42 1,003 0 20 Feb 2018
Mapping Images to Scene Graphs with Permutation-Invariant Structured Prediction Roei Herzig Moshiko Raboh Gal Chechik Jonathan Berant Amir Globerson GNN OCL 29 133 0 15 Feb 2018
Predict and Constrain: Modeling Cardinality in Deep Structured Prediction Nataly Brukhim Amir Globerson 29 9 0 13 Feb 2018
Boosting Image Forgery Detection using Resampling Features and Copy-move analysis Tajuddin Manhar Mohammed Jason Bunk L. Nataraj Jawadul H. Bappy A. Flenner B. S. Manjunath S. Chandrasekaran A. Roy-Chowdhury Lawrence A. Peterson 13 25 0 09 Feb 2018
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam SSeg 34 12,927 0 07 Feb 2018
Learning Semantic Segmentation with Diverse Supervision Linwei Ye Zhi Liu Yang Wang SSL SSeg 39 15 0 01 Feb 2018
PDNet: Semantic Segmentation integrated with a Primal-Dual Network for Document binarization K. R. Ayyalasomayajula F. Malmberg Anders Brun 33 29 0 26 Jan 2018
A Classification Refinement Strategy for Semantic Segmentation James W. Davis Christopher Menart Muhammad Akbar R. Ilin 19 4 0 23 Jan 2018
Forecasting User Attention During Everyday Mobile Interactions Using Device-Integrated and Wearable Sensors Julian Steil P. Müller Yusuke Sugano Andreas Bulling 23 42 0 18 Jan 2018
Deep Crisp Boundaries: From Boundaries to Higher-level Tasks Yupei Wang Xin Zhao Yin Li Kaiqi Huang 36 77 0 08 Jan 2018
Recurrent Pixel Embedding for Instance Grouping Shu Kong Charless C. Fowlkes 32 180 0 22 Dec 2017
Video Object Detection with an Aligned Spatial-Temporal Memory Fanyi Xiao Yong Jae Lee 49 189 0 18 Dec 2017
Spatial As Deep: Spatial CNN for Traffic Scene Understanding Xingang Pan Jianping Shi Ping Luo Xiaogang Wang Xiaoou Tang 3DPC 32 977 0 17 Dec 2017
Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs Loic Landrieu M. Simonovsky GNN 3DPC 92 1,241 0 27 Nov 2017
Squeeze-SegNet: A new fast Deep Convolutional Neural Network for Semantic Segmentation Géraldin Nanfack Azeddine Elhassouny Rachid Oulad Haj Thami SSeg 44 22 0 15 Nov 2017
Conditional Random Field and Deep Feature Learning for Hyperspectral Image Segmentation F. Alam J. Zhou Alan Wee-Chung Liew Wenxuan Wang Jocelyn Chanussot Yongsheng Gao SSeg 38 25 0 13 Nov 2017
Curve-Structure Segmentation from Depth Maps: A CNN-based Approach and Its Application to Exploring Cultural Heritage Objects Yuhang Lu Jun Zhou Jing Wang Jun Chen Karen Smith Colin Wilder Song Wang 42 14 0 07 Nov 2017
Rethinking Convolutional Semantic Segmentation Learning Mrinal Haloi BDL 32 4 0 22 Oct 2017
Scene Parsing with Global Context Embedding Wei-Chih Hung Yi-Hsuan Tsai Xiaohui Shen Zhe-nan Lin Kalyan Sunkavalli Xin Lu Ming-Hsuan Yang 24 54 0 17 Oct 2017
Learning to Segment Instances in Videos with Spatial Propagation Network Jingchun Cheng Sifei Liu Yi-Hsuan Tsai Wei-Chih Hung Shalini De Mello Liang Feng Jan Kautz Shengjin Wang Ming-Hsuan Yang VOS 35 22 0 14 Sep 2017
PageNet: Page Boundary Extraction in Historical Handwritten Documents Chris Tensmeyer Brian L. Davis Curtis Wigington Iain Lee W. Barrett 10 16 0 05 Sep 2017
Automatic Semantic Style Transfer using Deep Convolutional Neural Networks and Soft Masks Huihuang Zhao Paul L. Rosin Yu-Kun Lai 19 62 0 31 Aug 2017
Leaf Counting with Deep Convolutional and Deconvolutional Networks Shubhra Aich Ian Stavness 29 154 0 24 Aug 2017
Segmentation-Aware Convolutional Networks Using Local Attention Masks Adam W. Harley Konstantinos G. Derpanis Iasonas Kokkinos SSeg 35 141 0 15 Aug 2017
Structured Attentions for Visual Question Answering Chen Zhu Yanpeng Zhao Shuaiyi Huang Kewei Tu Yi Ma FAtt 32 106 0 07 Aug 2017
Video Object Segmentation with Re-identification Xiaoxiao Li Yuankai Qi Zhe Wang Kai-xiang Chen Ziwei Liu Jianping Shi Ping Luo Xiaoou Tang Chen Change Loy VOS 38 64 0 01 Aug 2017
Deep Interactive Region Segmentation and Captioning Ali Sharifi Boroujerdi M. Khanian M. Breuß 24 7 0 26 Jul 2017
Efficient Yet Deep Convolutional Neural Networks for Semantic Segmentation Sharif Amit Kamran A. Sabbir SSeg 13 19 0 26 Jul 2017
Semantic Segmentation with Reverse Attention Qin Huang Chunyang Xia Chi-Hao Wu Siyang Li Yeon-Chang Wang Yuhang Song C.-C. Jay Kuo SSeg 39 66 0 20 Jul 2017
Discovering Class-Specific Pixels for Weakly-Supervised Semantic Segmentation Arslan Chaudhry P. Dokania Philip Torr 22 123 0 18 Jul 2017
Deep Semantic Segmentation for Automated Driving: Taxonomy, Roadmap and Challenges Mennatullah Siam Sara Elkerdawy Martin Jägersand S. Yogamani 124 166 0 08 Jul 2017
ToolNet: Holistically-Nested Real-Time Segmentation of Robotic Surgical Tools Luis C. García-Peraza-Herrera Wenqi Li Lucas Fidon Caspar Gruijthuijsen A. Devreker ... Jan Deprest E. V. Poorten Danail Stoyanov Tom Kamiel Magda Vercauteren Sebastien Ourselin 27 128 0 25 Jun 2017
LinkNet: Exploiting Encoder Representations for Efficient Semantic Segmentation Abhishek Chaurasia Eugenio Culurciello SSeg 18 1,367 0 14 Jun 2017
Recurrent Inference Machines for Solving Inverse Problems P. Putzky Max Welling AI4CE 18 127 0 13 Jun 2017
Beyond Counting: Comparisons of Density Maps for Crowd Analysis Tasks - Counting, Detection, and Tracking Di Kang Zheng Ma Antoni B. Chan 23 175 0 29 May 2017
Salient Object Detection with Semantic Priors Tam V. Nguyen Luoqi Liu 19 14 0 23 May 2017
Incorporating Depth into both CNN and CRF for Indoor Semantic Segmentation Jindong Jiang Zhijun Zhang Yongqian Huang Lunan Zheng 45 28 0 21 May 2017
Recurrent Scene Parsing with Perspective Understanding in the Loop Shu Kong Charless C. Fowlkes SSeg MDE 17 105 0 20 May 2017
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics Alex Kendall Y. Gal R. Cipolla 3DH 87 3,074 0 19 May 2017
Re3 : Real-Time Recurrent Regression Networks for Visual Tracking of Generic Objects Daniel Gordon Ali Farhadi Dieter Fox VOT 21 48 0 17 May 2017
A deep level set method for image segmentation Min Tang Sepehr Valipour Zichen Vincent Zhang Dana Cobzas Martin Jägersand 22 30 0 17 May 2017
A Review on Deep Learning Techniques Applied to Semantic Segmentation Alberto Garcia-Garcia Sergio Orts Sergiu Oprea Victor Villena-Martinez Jose Garcia-Rodriguez 3DV SSeg 34 1,270 0 22 Apr 2017
End-to-end representation learning for Correlation Filter based tracking Jack Valmadre Luca Bertinetto João F. Henriques Andrea Vedaldi Philip Torr 36 1,396 0 20 Apr 2017