Fully Convolutional Networks for Semantic Segmentation

20 May 2016

Papers citing "Fully Convolutional Networks for Semantic Segmentation"

50 / 4,597 papers shown

Title
PixelNet: Towards a General Pixel-level Architecture Aayush Bansal Xinlei Chen Bryan C. Russell Abhinav Gupta Deva Ramanan SSeg 221 58 0 21 Sep 2016
On Support Relations and Semantic Scene Graphs M. Yang Wentong Liao H. Ackermann Bodo Rosenhahn GNN 19 60 0 19 Sep 2016
A Deep Metric for Multimodal Registration M. Simonovsky B. Gutiérrez-Becker Diana Mateus Nassir Navab N. Komodakis 54 212 0 17 Sep 2016
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 267 5,188 0 16 Sep 2016
Unsupervised Monocular Depth Estimation with Left-Right Consistency Clément Godard Oisin Mac Aodha Gabriel J. Brostow MDE 75 2,873 0 13 Sep 2016
DeepSkeleton: Learning Multi-task Scale-associated Deep Side Outputs for Object Skeleton Extraction in Natural Images Wei Shen Kai Zhao Yuan Jiang Yan Wang X. Bai Alan Yuille 22 99 0 13 Sep 2016
A Multi-Scale Cascade Fully Convolutional Network Face Detector Zhenheng Yang Ram Nevatia CVBM 24 70 0 12 Sep 2016
Fully-Trainable Deep Matching James Thewlis Shuai Zheng Philip Torr Andrea Vedaldi 3DV 19 42 0 12 Sep 2016
Track Facial Points in Unconstrained Videos Xi Peng Qiong Hu Junzhou Huang Dimitris N. Metaxas CVBM 19 6 0 09 Sep 2016
Bottom-up Instance Segmentation using Deep Higher-Order CRFs Anurag Arnab Philip Torr SSeg 60 52 0 08 Sep 2016
UberNet: Training a `Universal' Convolutional Neural Network for Low-, Mid-, and High-Level Vision using Diverse Datasets and Limited Memory Iasonas Kokkinos SSeg SSL 84 673 0 07 Sep 2016
Human pose estimation via Convolutional Part Heatmap Regression Adrian Bulat Georgios Tzimiropoulos 3DH 58 517 0 06 Sep 2016
Evolutionary Synthesis of Deep Neural Networks via Synaptic Cluster-driven Genetic Encoding M. Shafiee A. Wong 34 23 0 06 Sep 2016
A Deep Multi-Level Network for Saliency Prediction Marcella Cornia Lorenzo Baraldi G. Serra Rita Cucchiara FAtt 34 345 0 05 Sep 2016
Combining Fully Convolutional and Recurrent Neural Networks for 3D Biomedical Image Segmentation Jianxu Chen Ling Yang Yizhe Zhang M. Alber Danny Chen 40 309 0 05 Sep 2016
Deep-Anomaly: Fully Convolutional Neural Network for Fast Anomaly Detection in Crowded Scenes Mohammad Sabokrou Mohsen Fayyaz Mahmood Fathy Zahra Moayed Reinhard Klette 38 429 0 03 Sep 2016
SEBOOST - Boosting Stochastic Learning Using Subspace Optimization Techniques Elad Richardson Rom Herskovitz Boris Ginsburg M. Zibulevsky 48 11 0 02 Sep 2016
Temporal Convolutional Networks: A Unified Approach to Action Segmentation Colin S. Lea René Vidal A. Reiter Gregory Hager 36 745 0 29 Aug 2016
Approaching the Computational Color Constancy as a Classification Problem through Deep Learning Seoung Wug Oh Seon Joo Kim 3DV 37 100 0 29 Aug 2016
Vehicle Detection from 3D Lidar Using Fully Convolutional Network Bo Li Tianlei Zhang Tian Xia 3DPC 12 615 0 29 Aug 2016
Human Action Recognition without Human Yun He Soma Shirakabe Y. Satoh Hirokatsu Kataoka 29 42 0 29 Aug 2016
Fine Hand Segmentation using Convolutional Neural Networks Tadej Vodopivec Vincent Lepetit Peter Peer 27 16 0 26 Aug 2016
Modeling and Propagating CNNs in a Tree Structure for Visual Tracking Hyeonseob Nam Mooyeol Baek Bohyung Han VOT 30 329 0 25 Aug 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 400 36,530 0 25 Aug 2016
A 4D Light-Field Dataset and CNN Architectures for Material Recognition Tingxian Wang Jun-Yan Zhu Hiroaki Ebi Manmohan Chandraker Alexei A. Efros R. Ramamoorthi 3DV 21 185 0 24 Aug 2016
Efficient Continuous Relaxations for Dense CRF Alban Desmaison Rudy Bunel Pushmeet Kohli Philip Torr M. P. Kumar 48 27 0 22 Aug 2016
STFCN: Spatio-Temporal FCN for Semantic Video Segmentation Mohsen Fayyaz M. H. Saffar Mohammad Sabokrou M. Fathy Reinhard Klette Fay Huang 11 56 0 21 Aug 2016
A Recurrent Encoder-Decoder Network for Sequential Face Alignment Xi Peng Rogerio Feris Xiaoyu Wang Dimitris N. Metaxas CVBM 190 140 0 19 Aug 2016
Saliency Detection via Combining Region-Level and Pixel-Level Predictions with CNNs Youbao Tang Xiangqian Wu 28 74 0 18 Aug 2016
Deeply-Supervised Recurrent Convolutional Neural Network for Saliency Detection Youbao Tang Xiangqian Wu Wei Bu 27 48 0 18 Aug 2016
Multi-stage Object Detection with Group Recursive Learning Jianan Li Xiaodan Liang Jianshu Li Tingfa Xu Jiashi Feng Shuicheng Yan ObjD 24 50 0 18 Aug 2016
IM2CAD Hamid Izadinia Qi Shan S. M. Seitz 3DV 21 192 0 18 Aug 2016
The Importance of Skip Connections in Biomedical Image Segmentation M. Drozdzal Eugene Vorontsov Gabriel Chartrand Samuel Kadoury C. Pal MedIm 35 1,040 0 14 Aug 2016
Stacked Approximated Regression Machine: A Simple Deep Learning Approach Zhangyang Wang Shiyu Chang Qing Ling Shuai Huang Xia Hu Honghui Shi Thomas S. Huang BDL 50 2 0 14 Aug 2016
Recurrent Fully Convolutional Neural Networks for Multi-slice MRI Cardiac Segmentation Rudra P. K. Poudel P. Lamata Giovanni Montana MedIm 22 247 0 13 Aug 2016
Human Pose Estimation from Depth Images via Inference Embedded Multi-task Learning Keze Wang Shengfu Zhai Hui Cheng Xiaodan Liang Liang Lin 3DH 46 35 0 13 Aug 2016
Clockwork Convnets for Video Semantic Segmentation Evan Shelhamer Kate Rakelly Judy Hoffman Trevor Darrell 37 199 0 11 Aug 2016
Deep Learning a Grasp Function for Grasping under Gripper Pose Uncertainty Edward Johns Stefan Leutenegger Andrew J. Davison OOD 29 258 0 07 Aug 2016
Play and Learn: Using Video Games to Train Computer Vision Models Alireza Shafaei James J. Little Mark Schmidt 36 109 0 05 Aug 2016
Detailed Garment Recovery from a Single-View Image Shan Yang Tanya Amert Zherong Pan Ke Wang Licheng Yu Tamara L. Berg Ming Lin 3DH 31 54 0 03 Aug 2016
Learning Common and Specific Features for RGB-D Semantic Segmentation with Deconvolutional Networks Jinghua Wang Zhenhua Wang Dacheng Tao Simon See G. Wang MDE 23 150 0 03 Aug 2016
Automated X-ray Image Analysis for Cargo Security: Critical Review and Future Promise T. W. Rogers Nicolas Jaccard E. Morton Lewis D. Griffin 37 62 0 02 Aug 2016
Dense semantic labeling of sub-decimeter resolution images with convolutional neural networks Michele Volpi D. Tuia SSeg 29 475 0 02 Aug 2016
Semantically Guided Depth Upsampling N. Schneider Lukas Schneider Peter Pinggera Uwe Franke Marc Pollefeys Christoph Stiller MDE 32 79 0 02 Aug 2016
Accelerating the Super-Resolution Convolutional Neural Network Chao Dong Chen Change Loy Xiaoou Tang SupR 94 2,957 0 01 Aug 2016
Convolutional Neural Networks Analyzed via Convolutional Sparse Coding Vardan Papyan Yaniv Romano Michael Elad 64 285 0 27 Jul 2016
Joint Optical Flow and Temporally Consistent Semantic Segmentation Junhwa Hur Stefan Roth 30 71 0 26 Jul 2016
Region-based semantic segmentation with end-to-end training Holger Caesar J. Uijlings V. Ferrari 33 80 0 26 Jul 2016
Fast Robust Monocular Depth Estimation for Obstacle Detection with Fully Convolutional Networks Michele Mancini G. Costante P. Valigi Thomas Alessandro Ciarfuglia 20 106 0 21 Jul 2016
Deep learning trends for focal brain pathology segmentation in MRI Mohammad Havaei N. Guizard Hugo Larochelle Pierre-Marc Jodoin OOD 28 84 0 18 Jul 2016