Fully Convolutional Networks for Semantic Segmentation

20 May 2016

Papers citing "Fully Convolutional Networks for Semantic Segmentation"

50 / 4,023 papers shown

Title
Towards Cognitive Exploration through Deep Reinforcement Learning for Mobile Robots L. Tai Ming Liu 13 103 0 06 Oct 2016
PCA-aided Fully Convolutional Networks for Semantic Segmentation of Multi-channel fMRI L. Tai Haoyang Ye Qiong Ye Ming Liu 22 12 0 06 Oct 2016
A Deep Spatial Contextual Long-term Recurrent Convolutional Network for Saliency Detection Nian Liu Junwei Han 38 189 0 06 Oct 2016
Exploiting Depth from Single Monocular Images for Object Detection and Semantic Segmentation Yuanzhouhan Cao Chunhua Shen Heng Tao Shen MDE 34 65 0 06 Oct 2016
Can Ground Truth Label Propagation from Video help Semantic Segmentation? Siva Karthik Mustikovela M. Yang Carsten Rother 35 33 0 03 Oct 2016
Very Deep Convolutional Neural Networks for Raw Waveforms Wei Dai Chia Dai Shuhui Qu Juncheng Billy Li Samarjit Das 22 342 0 01 Oct 2016
Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction Junbo Zhang Yu Zheng Dekang Qi 3DPC AI4TS 47 2,026 0 01 Oct 2016
A CNN Cascade for Landmark Guided Semantic Part Segmentation Aaron S. Jackson M. Valstar Georgios Tzimiropoulos SSeg 18 48 0 30 Sep 2016
Two-stage Convolutional Part Heatmap Regression for the 1st 3D Face Alignment in the Wild (3DFAW) Challenge Adrian Bulat Georgios Tzimiropoulos CVBM 24 75 0 29 Sep 2016
Multi-view Self-supervised Deep Learning for 6D Pose Estimation in the Amazon Picking Challenge Andy Zeng Kuan-Ting Yu Shuran Song Daniel Suo Ed Walker Alberto Rodriguez Jianxiong Xiao SSL 8 458 0 29 Sep 2016
Recurrent Convolutional Networks for Pulmonary Nodule Detection in CT Imaging P. Ypsilantis Giovanni Montana MedIm 16 31 0 28 Sep 2016
Deep Structured Features for Semantic Segmentation Michael Tschannen Lukas Cavigelli Fabian Mentzer Thomas Wiatowski Luca Benini SSeg 25 14 0 26 Sep 2016
Is the deconvolution layer the same as a convolutional layer? Wenzhe Shi Jose Caballero Lucas Theis Ferenc Huszár Andrew P. Aitken C. Ledig Zehan Wang 31 139 0 22 Sep 2016
Semantic Segmentation of Earth Observation Data Using Multimodal and Multi-scale Deep Networks Nicolas Audebert Bertrand Le Saux Sébastien Lefèvre SSeg 32 384 0 22 Sep 2016
PixelNet: Towards a General Pixel-level Architecture Aayush Bansal Xinlei Chen Bryan C. Russell Abhinav Gupta Deva Ramanan SSeg 210 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 11 212 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 234 5,181 0 16 Sep 2016
Unsupervised Monocular Depth Estimation with Left-Right Consistency Clément Godard Oisin Mac Aodha Gabriel J. Brostow MDE 72 2,870 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 17 70 0 12 Sep 2016
Fully-Trainable Deep Matching James Thewlis Shuai Zheng Philip Torr Andrea Vedaldi 3DV 16 42 0 12 Sep 2016
Track Facial Points in Unconstrained Videos Xi Peng Qiong Hu Junzhou Huang Dimitris N. Metaxas CVBM 7 6 0 09 Sep 2016
Bottom-up Instance Segmentation using Deep Higher-Order CRFs Anurag Arnab Philip Torr SSeg 23 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 50 670 0 07 Sep 2016
Human pose estimation via Convolutional Part Heatmap Regression Adrian Bulat Georgios Tzimiropoulos 3DH 33 517 0 06 Sep 2016
A Deep Multi-Level Network for Saliency Prediction Marcella Cornia Lorenzo Baraldi G. Serra Rita Cucchiara FAtt 26 345 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 34 309 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 27 428 0 03 Sep 2016
SEBOOST - Boosting Stochastic Learning Using Subspace Optimization Techniques Elad Richardson Rom Herskovitz Boris Ginsburg M. Zibulevsky 34 11 0 02 Sep 2016
Temporal Convolutional Networks: A Unified Approach to Action Segmentation Colin S. Lea René Vidal A. Reiter Gregory Hager 36 741 0 29 Aug 2016
Approaching the Computational Color Constancy as a Classification Problem through Deep Learning Seoung Wug Oh Seon Joo Kim 3DV 23 100 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 11 16 0 26 Aug 2016
Modeling and Propagating CNNs in a Tree Structure for Visual Tracking Hyeonseob Nam Mooyeol Baek Bohyung Han VOT 22 329 0 25 Aug 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 339 36,437 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 15 185 0 24 Aug 2016
Efficient Continuous Relaxations for Dense CRF Alban Desmaison Rudy Bunel Pushmeet Kohli Philip Torr M. P. Kumar 32 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 180 140 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 11 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 16 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 1,037 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 15 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 23 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 24 258 0 07 Aug 2016