Learning Deconvolution Network for Semantic Segmentation

17 May 2015

Papers citing "Learning Deconvolution Network for Semantic Segmentation"

50 / 1,134 papers shown

Title
CNN-aware Binary Map for General Semantic Segmentation Mahdyar Ravanbakhsh Hossein Mousavi Moin Nabi Mohammad Rastegari C. Regazzoni 41 10 0 29 Sep 2016
Real-time Human Pose Estimation from Video with Convolutional Neural Networks Marko Linna Arno Solin Esa Rahtu 3DH 46 10 0 23 Sep 2016
Semantic Segmentation of Earth Observation Data Using Multimodal and Multi-scale Deep Networks Nicolas Audebert Bertrand Le Saux Sébastien Lefèvre SSeg 121 385 0 22 Sep 2016
PixelNet: Towards a General Pixel-level Architecture Aayush Bansal Xinlei Chen Bryan C. Russell Abhinav Gupta Deva Ramanan SSeg 276 59 0 21 Sep 2016
SemanticFusion: Dense 3D Semantic Mapping with Convolutional Neural Networks J. McCormac Ankur Handa Andrew J. Davison Stefan Leutenegger 3DPC 87 557 0 16 Sep 2016
Fully-Trainable Deep Matching James Thewlis Shuai Zheng Philip Torr Andrea Vedaldi 3DV 80 42 0 12 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 153 677 0 07 Sep 2016
Built-in Foreground/Background Prior for Weakly-Supervised Semantic Segmentation F. Saleh Mohammad Sadegh Ali Akbarian Mathieu Salzmann L. Petersson Stephen Gould J. Álvarez 89 139 0 02 Sep 2016
Modeling and Propagating CNNs in a Tree Structure for Visual Tracking Hyeonseob Nam Mooyeol Baek Bohyung Han VOT 94 329 0 25 Aug 2016
Semantic Understanding of Scenes through the ADE20K Dataset Bolei Zhou Hang Zhao Xavier Puig Tete Xiao Sanja Fidler Adela Barriuso Antonio Torralba SSeg 421 1,895 0 18 Aug 2016
A Holistic Approach for Data-Driven Object Cutout Huayong Xu Yangyan Li Wenzheng Chen Dani Lischinski Daniel Cohen-Or Baoquan Chen 52 4 0 18 Aug 2016
Recurrent Neural Networks to Correct Satellite Image Classification Maps Emmanuel Maggiori Guillaume Charpiat Y. Tarabalka Pierre Alliez 64 39 0 11 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 65 151 0 03 Aug 2016
Dense semantic labeling of sub-decimeter resolution images with convolutional neural networks Michele Volpi D. Tuia SSeg 84 478 0 02 Aug 2016
Region-based semantic segmentation with end-to-end training Holger Caesar J. Uijlings V. Ferrari 77 81 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 59 106 0 21 Jul 2016
Deep Active Contours Christian Rupprecht Elizabeth Huaroc Maximilian Baust Nassir Navab 251 64 0 18 Jul 2016
Adversarial Training For Sketch Retrieval Antonia Creswell Anil Anthony Bharath GAN 87 47 0 10 Jul 2016
Multi-level Contextual RNNs with Attention Model for Scene Labeling Heng Fan Xue Mei Danil Prokhorov Haibin Ling 94 49 0 08 Jul 2016
Image Restoration Using Convolutional Auto-encoders with Symmetric Skip Connections Xiao-Jiao Mao Chunhua Shen Yubin Yang SupR 105 399 0 29 Jun 2016
V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation Fausto Milletari Nassir Navab Seyed-Ahmad Ahmadi 258 8,739 0 15 Jun 2016
Fully Convolutional Networks for Dense Semantic Labelling of High-Resolution Aerial Imagery Jamie Sherrah SSeg 60 364 0 08 Jun 2016
Convolutional Neural Fabrics Shreyas Saxena Jakob Verbeek 88 226 0 08 Jun 2016
ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation Adam Paszke Abhishek Chaurasia Sangpil Kim Eugenio Culurciello SSeg 330 2,084 0 07 Jun 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 286 18,318 0 02 Jun 2016
Recurrent Fully Convolutional Networks for Video Segmentation Sepehr Valipour Mennatullah Siam Martin Jägersand Nilanjan Ray VOS 106 91 0 01 Jun 2016
End-to-End Instance Segmentation with Recurrent Attention Mengye Ren R. Zemel SSeg 113 62 0 30 May 2016
Convolutional Random Walk Networks for Semantic Image Segmentation Gedas Bertasius Lorenzo Torresani Stella X. Yu Jianbo Shi SSeg 89 132 0 24 May 2016
Bridging Category-level and Instance-level Semantic Image Segmentation Zifeng Wu Chunhua Shen Anton Van Den Hengel ISeg SSeg 157 162 0 23 May 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 763 37,939 0 20 May 2016
CNN based texture synthesize with Semantic segment Xianye Liang Bochen Zhuo Peijie Li Liangju He SSeg 20 4 0 16 May 2016
Laplacian Pyramid Reconstruction and Refinement for Semantic Segmentation Golnaz Ghiasi Charless C. Fowlkes SSeg 69 49 0 08 May 2016
Joint Semantic Segmentation and Depth Estimation with Deep Convolutional Networks Arsalan Mousavian Hamed Pirsiavash Jana Kosecka SSeg 89 153 0 25 Apr 2016
Symmetry-aware Depth Estimation using Deep Neural Networks Guilin Liu Chao Yang Zimo Li Duygu Ceylan Qi-Xing Huang MDE 72 3 0 20 Apr 2016
ScribbleSup: Scribble-Supervised Convolutional Networks for Semantic Segmentation Di Lin Jifeng Dai Jiaya Jia Kaiming He Jian Sun SSeg 126 1,010 0 18 Apr 2016
Learning Temporal Regularity in Video Sequences Mahmudul Hasan Jonghyun Choi J. Neumann Amit K. Roy-Chowdhury L. Davis 184 1,109 0 15 Apr 2016
High-performance Semantic Segmentation Using Very Deep Fully Convolutional Networks Zifeng Wu Chunhua Shen Anton Van Den Hengel SSeg 86 130 0 15 Apr 2016
Fast Object Localization Using a CNN Feature Map Based Multi-Scale Search Hyungtae Lee H. Kwon Archith J. Bency W. Nothwang ObjD 38 4 0 12 Apr 2016
Recurrent Attentional Networks for Saliency Detection Jason Kuen Zhenhua Wang G. Wang 83 238 0 12 Apr 2016
Real-Time Facial Segmentation and Performance Capture from RGB Input Shunsuke Saito Tianye Li Hao Li 3DH CVBM 74 131 0 10 Apr 2016
STD2P: RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven Pooling Yang He Wei-Chen Chiu Margret Keuper Mario Fritz 34 11 0 08 Apr 2016
Training Constrained Deconvolutional Networks for Road Scene Semantic Segmentation G. Ros Simon Stent P. Alcantarilla Tomoki Watanabe 68 55 0 06 Apr 2016
GAL: A Global-Attributes Assisted Labeling System for Outdoor Scenes Yuzhuo Ren Chen Chen Shangwen Li C.-C. Jay Kuo CVBM 10 7 0 03 Apr 2016
Image Restoration Using Very Deep Convolutional Encoder-Decoder Networks with Symmetric Skip Connections Xiao-Jiao Mao Chunhua Shen Yubin Yang SupR 62 85 0 30 Mar 2016
Learning to Refine Object Segments Pedro H. O. Pinheiro Nayeon Lee R. Collobert Piotr Dollàr SSeg 79 854 0 29 Mar 2016
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 274 10,275 0 27 Mar 2016
Stacked Hourglass Networks for Human Pose Estimation Alejandro Newell Kaiyu Yang Jia Deng 3DH 124 5,040 0 22 Mar 2016
Segmentation from Natural Language Expressions Ronghang Hu Marcus Rohrbach Trevor Darrell VLM EgoV 86 439 0 20 Mar 2016
Efficient Multi-Scale 3D CNN with Fully Connected CRF for Accurate Brain Lesion Segmentation Konstantinos Kamnitsas C. Ledig Virginia Newcombe Joanna P. Simpson A. D. Kane David Menon Daniel Rueckert Ben Glocker MedIm 3DV 169 3,061 0 18 Mar 2016
Unsupervised CNN for Single View Depth Estimation: Geometry to the Rescue Ravi Garg B. V. Kumar G. Carneiro Ian Reid 3DV MDE 133 1,532 0 16 Mar 2016