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 / 432 papers shown

Title
Context-Aware Mixed Reality: A Framework for Ubiquitous Interaction Long Chen Wen Tang N. John T. Wan Jiangning Zhang 28 16 0 14 Mar 2018
Topology guaranteed segmentation of the human retina from OCT using convolutional neural networks Yufan He A. Carass Bruno Jedynak Sharon D. Solomon S. Saidha P. Calabresi Jerry L. Prince 8 27 0 14 Mar 2018
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 21 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 Amit K. 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 26 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 47 977 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 26 175 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 90 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