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 / 426 papers shown

Title
Buildings Detection in VHR SAR Images Using Fully Convolution Neural Networks Muhammad Shahzad Michael Maurer Friedrich Fraundorfer Yuanyuan Wang Xiaoxiang Zhu 9 78 0 14 Aug 2018
Improving Shape Deformation in Unsupervised Image-to-Image Translation Aaron Gokaslan Vivek Ramanujan Daniel E. Ritchie K. Kim James Tompkin 21 75 0 13 Aug 2018
Facial Action Unit Detection Using Attention and Relation Learning Zhiwen Shao Zhilei Liu Jianfei Cai Yunsheng Wu Lizhuang Ma ViT 19 115 0 10 Aug 2018
Holistic 3D Scene Parsing and Reconstruction from a Single RGB Image Siyuan Huang Siyuan Qi Yixin Zhu Yinxue Xiao Yuanlu Xu Song-Chun Zhu 3DV 32 130 0 07 Aug 2018
Instance-level Human Parsing via Part Grouping Network Ke Gong Xiaodan Liang Yicheng Li Yimin Chen Ming Yang Liang Lin 3DH 24 332 0 01 Aug 2018
Depth Estimation via Affinity Learned with Convolutional Spatial Propagation Network Xinjing Cheng Peng Wang Ruigang Yang MDE 36 319 0 01 Aug 2018
Recent Advances in Deep Learning: An Overview Matiur Rahman Minar Jibon Naher VLM 24 116 0 21 Jul 2018
Visual Affordance and Function Understanding: A Survey Mohammed Hassanin Salman Khan M. Tahtali 24 48 0 18 Jul 2018
Visual Graphs from Motion (VGfM): Scene understanding with object geometry reasoning P. Gay Stuart James Alessio Del Bue OCL 50 31 0 16 Jul 2018
Learning to Segment Medical Images with Scribble-Supervision Alone Y. Can K. Chaitanya Basil Mustafa Lisa M. Koch E. Konukoglu Christian F. Baumgartner 16 87 0 12 Jul 2018
A Fully Convolutional Two-Stream Fusion Network for Interactive Image Segmentation Yang Hu Andrea Soltoggio R. Lock Steve Carter 42 91 0 06 Jul 2018
Deep Spatio-Temporal Random Fields for Efficient Video Segmentation Siddhartha Chandra Camille Couprie Iasonas Kokkinos 18 60 0 03 Jul 2018
Star Shape Prior in Fully Convolutional Networks for Skin Lesion Segmentation Z. Mirikharaji Ghassan Hamarneh SSeg MedIm 42 122 0 21 Jun 2018
Cancer Metastasis Detection With Neural Conditional Random Field Yi Li Ming-Yu Liu MedIm 19 100 0 19 Jun 2018
MoE-SPNet: A Mixture-of-Experts Scene Parsing Network Huan Fu Biwei Huang Chaohui Wang Dacheng Tao MoE 26 18 0 19 Jun 2018
EL-GAN: Embedding Loss Driven Generative Adversarial Networks for Lane Detection Mohsen Ghafoorian C. Nugteren N. Baka Olaf Booij M. Hofmann GAN 21 198 0 14 Jun 2018
Videos as Space-Time Region Graphs Xueliang Wang Abhinav Gupta 36 752 0 05 Jun 2018
Deep Continuous Conditional Random Fields with Asymmetric Inter-object Constraints for Online Multi-object Tracking Hui Zhou Wanli Ouyang Jian Cheng Xiaogang Wang Hongsheng Li VOT 23 77 0 04 Jun 2018
Vehicle Instance Segmentation from Aerial Image and Video Using a Multi-Task Learning Residual Fully Convolutional Network Lichao Mou Xiaoxiang Zhu SSeg 7 154 0 26 May 2018
Pyramid Attention Network for Semantic Segmentation Hanchao Li Pengfei Xiong Jie An Lingxue Wang SSeg 27 839 0 25 May 2018
Complex Relations in a Deep Structured Prediction Model for Fine Image Segmentation Cristina Mata Guy Ben-Yosef Boris Katz 24 0 0 24 May 2018
Efficient Relaxations for Dense CRFs with Sparse Higher Order Potentials Thomas Joy Alban Desmaison Thalaiyasingam Ajanthan Rudy Bunel Mathieu Salzmann Pushmeet Kohli Philip Torr M. P. Kumar 29 6 0 23 May 2018
Building Extraction at Scale using Convolutional Neural Network: Mapping of the United States Hsiuhan Lexie Yang Jiangye Yuan D. Lunga M. Laverdiere A. Rose B. Bhaduri 35 175 0 23 May 2018
Comparison of Semantic Segmentation Approaches for Horizon/Sky Line Detection Touqeer Ahmad P. Campr Martin Cadík G. Bebis 21 18 0 21 May 2018
PAD-Net: Multi-Tasks Guided Prediction-and-Distillation Network for Simultaneous Depth Estimation and Scene Parsing Dan Xu Wanli Ouyang Xiaogang Wang N. Sebe MoE 27 474 0 11 May 2018
SPG-Net: Segmentation Prediction and Guidance Network for Image Inpainting Yuhang Song Chao Yang Yeji Shen Peng Wang Qin Huang C.-C. Jay Kuo 35 175 0 09 May 2018
Fully Automated Segmentation of Hyperreflective Foci in Optical Coherence Tomography Images T. Schlegl Hrvoje Bogunović S. Klimscha Philipp Seeböck A. Sadeghipour Bianca S. Gerendas S. Waldstein Georg Langs U. Schmidt-Erfurth 12 28 0 08 May 2018
Stacked U-Nets: A No-Frills Approach to Natural Image Segmentation Sohil Shah P. Ghosh L. Davis Tom Goldstein SSeg 26 55 0 27 Apr 2018
Learning a Discriminative Feature Network for Semantic Segmentation Changqian Yu Jingbo Wang Chao Peng Changxin Gao Gang Yu Nong Sang SSeg 10 200 0 25 Apr 2018
PlaneNet: Piece-wise Planar Reconstruction from a Single RGB Image Chen Liu Jimei Yang Duygu Ceylan Ersin Yumer Yasutaka Furukawa 3DV 28 195 0 17 Apr 2018
Image Segmentation using Sparse Subset Selection Fariba Zohrizadeh Mohsen Kheirandishfard F. Kamangar 24 11 0 08 Apr 2018
Monocular Semantic Occupancy Grid Mapping with Convolutional Variational Encoder-Decoder Networks Chenyang Lu M. V. D. van de Molengraft Gijs Dubbelman 10 161 0 06 Apr 2018
Look into Person: Joint Body Parsing & Pose Estimation Network and A New Benchmark Xiaodan Liang Ke Gong Xiaohui Shen Liang Lin 3DH 30 352 0 05 Apr 2018
Dynamic Video Segmentation Network Yu-Syuan Xu Tsu-jui Fu Hsuan-Kung Yang Chun-Yi Lee VOS 32 126 0 03 Apr 2018
Low-Latency Video Semantic Segmentation Yule Li Jianping Shi Dahua Lin VOS SSeg 15 161 0 02 Apr 2018
Structured Attention Guided Convolutional Neural Fields for Monocular Depth Estimation Dan Xu Wei Wang Hao Tang Hong Liu N. Sebe Elisa Ricci MDE 11 305 0 29 Mar 2018
Deep Texture Manifold for Ground Terrain Recognition Jia Xue Hang Zhang Kristin J. Dana CVBM 37 123 0 29 Mar 2018
Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation Jiwoon Ahn Suha Kwak 234 741 0 28 Mar 2018
Referring Relationships Ranjay Krishna Ines Chami Michael S. Bernstein Li Fei-Fei 30 94 0 28 Mar 2018
Adaptive Affinity Fields for Semantic Segmentation Tsung-Wei Ke Jyh-Jing Hwang Ziwei Liu Stella X. Yu 16 191 0 27 Mar 2018
On Regularized Losses for Weakly-supervised CNN Segmentation Meng Tang Federico Perazzi Abdelaziz Djelouah Ismail Ben Ayed Christopher Schroers Yuri Boykov 22 294 0 26 Mar 2018
Deep Convolutional Compressed Sensing for LiDAR Depth Completion Nathaniel Chodosh Chaoyang Wang Simon Lucey 3DPC 3DV 33 127 0 23 Mar 2018
Ocean Eddy Identification and Tracking using Neural Networks K. Franz R. Roscher Andres Milioto Susanne Wenzel J. Kusche AI4Cl 28 69 0 20 Mar 2018
Deep Structure Inference Network for Facial Action Unit Recognition C. Corneanu Meysam Madadi Sergio Escalera CVBM 24 126 0 15 Mar 2018
Pseudo Mask Augmented Object Detection Xiangyu Zhao Shuang Liang Yichen Wei ObjD 18 42 0 15 Mar 2018
Fast End-to-End Trainable Guided Filter Huikai Wu Shuai Zheng Junge Zhang Kaiqi Huang 19 227 0 15 Mar 2018
Context-Aware Mixed Reality: A Framework for Ubiquitous Interaction Long Chen Wen Tang N. John T. Wan J. J. Zhang 25 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 6 27 0 14 Mar 2018
Video Object Segmentation with Joint Re-identification and Attention-Aware Mask Propagation Xiaoxiao Li Chen Change Loy VOS 22 196 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