Learning Deconvolution Network for Semantic Segmentation

17 May 2015

Papers citing "Learning Deconvolution Network for Semantic Segmentation"

50 / 1,134 papers shown

Title
FastVentricle: Cardiac Segmentation with ENet Jesse Lieman-Sifry Matthieu Lê Felix Lau Sean Sall Daniel Golden 60 53 0 13 Apr 2017
GoDP: Globally optimized dual pathway system for facial landmark localization in-the-wild Yuhang Wu S. Shah I. Kakadiaris CVBM 67 19 0 07 Apr 2017
ReLayNet: Retinal Layer and Fluid Segmentation of Macular Optical Coherence Tomography using Fully Convolutional Network Abhijit Guha Roy Sailesh Conjeti S. Karri Debdoot Sheet A. Katouzian Christian Wachinger Nassir Navab MedIm 94 532 0 07 Apr 2017
Multi-Scale Continuous CRFs as Sequential Deep Networks for Monocular Depth Estimation Dan Xu Elisa Ricci Wanli Ouyang Xiaogang Wang N. Sebe 121 417 0 07 Apr 2017
Deep Depth From Focus C. Hazirbas Sebastian Georg Soyer Maximilian Christian Staab Laura Leal-Taixé Daniel Cremers 3DV 93 85 0 04 Apr 2017
Block-Matching Convolutional Neural Network for Image Denoising Byeongyong Ahn N. Cho SupR 76 45 0 03 Apr 2017
Configurable 3D Scene Synthesis and 2D Image Rendering with Per-Pixel Ground Truth using Stochastic Grammars Chenfanfu Jiang Siyuan Qi Yixin Zhu Siyuan Huang Jenny Lin L. Yu Demetri Terzopoulos Song-Chun Zhu 3DV 120 82 0 01 Apr 2017
DeNet: Scalable Real-time Object Detection with Directed Sparse Sampling Lachlan Tychsen-Smith L. Petersson ObjD 100 113 0 30 Mar 2017
SeGAN: Segmenting and Generating the Invisible Kiana Ehsani Roozbeh Mottaghi Ali Farhadi GAN 118 147 0 29 Mar 2017
Semi and Weakly Supervised Semantic Segmentation Using Generative Adversarial Network Nasim Souly C. Spampinato M. Shah GAN 72 84 0 28 Mar 2017
Octree Generating Networks: Efficient Convolutional Architectures for High-resolution 3D Outputs Maxim Tatarchenko Alexey Dosovitskiy Thomas Brox 3DV 113 741 0 28 Mar 2017
Mastering Sketching: Adversarial Augmentation for Structured Prediction E. Simo-Serra S. Iizuka H. Ishikawa AAML 74 68 0 27 Mar 2017
Multi-View Deep Learning for Consistent Semantic Mapping with RGB-D Cameras Lingni Ma J. Stückler C. Kerl Daniel Cremers 63 152 0 26 Mar 2017
Open Vocabulary Scene Parsing Hang Zhao Xavier Puig Bolei Zhou Sanja Fidler Antonio Torralba VLM 3DV 98 120 0 26 Mar 2017
Weakly Supervised Object Localization Using Things and Stuff Transfer Miaojing Shi Holger Caesar V. Ferrari 80 74 0 23 Mar 2017
Discriminatively Boosted Image Clustering with Fully Convolutional Auto-Encoders Fengfu Li Hong Qiao Bo Zhang Xuanyang Xi SSL 88 251 0 23 Mar 2017
Image-based Localization using Hourglass Networks Iaroslav Melekhov Juha Ylioinas Arno Solin Esa Rahtu 88 196 0 23 Mar 2017
Deeply-Supervised CNN for Prostate Segmentation Qikui Zhu Bo Du Baris Turkbey Peter L. Choyke Pingkun Yan MedIm 61 199 0 22 Mar 2017
ZM-Net: Real-time Zero-shot Image Manipulation Network Hao Wang Xiaodan Liang Huatian Zhang Dit-Yan Yeung Eric Xing 61 34 0 21 Mar 2017
Deep generative-contrastive networks for facial expression recognition Youngsung Kim ByungIn Yoo Youngjun Kwak Changkyu Choi Junmo Kim CVBM 67 89 0 21 Mar 2017
Algorithms for Semantic Segmentation of Multispectral Remote Sensing Imagery using Deep Learning Ronald Kemker C. Salvaggio Christopher Kanan 80 461 0 19 Mar 2017
Multilevel Context Representation for Improving Object Recognition Andreas Kölsch Muhammad Zeshan Afzal Marcus Liwicki 48 3 0 19 Mar 2017
RoomNet: End-to-End Room Layout Estimation Chen-Yu Lee Vijay Badrinarayanan Tomasz Malisiewicz Andrew Rabinovich 3DV 83 162 0 18 Mar 2017
Understanding Traffic Density from Large-Scale Web Camera Data Shanghang Zhang Guanhang Wu João Paulo Costeira José M. F. Moura 95 134 0 17 Mar 2017
A fully end-to-end deep learning approach for real-time simultaneous 3D reconstruction and material recognition Cheng Zhao Li Sun Rustam Stolkin 3DV 83 47 0 14 Mar 2017
Deep Value Networks Learn to Evaluate and Iteratively Refine Structured Outputs Michael Gygli Mohammad Norouzi A. Angelova TDI 135 68 0 13 Mar 2017
A Compact DNN: Approaching GoogLeNet-Level Accuracy of Classification and Domain Adaptation Chunpeng Wu W. Wen Tariq Afzal Yongmei Zhang Yiran Chen Hai Helen Li 77 46 0 12 Mar 2017
End-to-end semantic face segmentation with conditional random fields as convolutional, recurrent and adversarial networks Umut Güçlü Yağmur Güçlütürk Meysam Madadi Sergio Escalera Xavier Baro Jordi Gonzalez R. Lier Marcel van Gerven CVBM GAN SSeg 68 19 0 09 Mar 2017
Transformation-Grounded Image Generation Network for Novel 3D View Synthesis Eunbyung Park Jimei Yang Ersin Yumer Duygu Ceylan Alexander C. Berg 80 286 0 08 Mar 2017
Large Kernel Matters -- Improve Semantic Segmentation by Global Convolutional Network Chao Peng Xiangyu Zhang Gang Yu G. Luo Jian Sun VLM SSeg 110 1,491 0 08 Mar 2017
SegICP: Integrated Deep Semantic Segmentation and Pose Estimation J. M. Wong Vincent Kee T. Le S. Wagner G. Mariottini ... Mitchell Hebert David M. S. Johnson Jimmy Wu Bolei Zhou Antonio Torralba 68 148 0 05 Mar 2017
CDC: Convolutional-De-Convolutional Networks for Precise Temporal Action Localization in Untrimmed Videos Zheng Shou Jonathan Chan Alireza Zareian K. Miyazawa Shih-Fu Chang 86 561 0 04 Mar 2017
Looking at Outfit to Parse Clothing Pongsate Tangseng Zhipeng Wu Kota Yamaguchi CVBM 52 56 0 04 Mar 2017
Deep artifact learning for compressed sensing and parallel MRI Dongwook Lee J. Yoo J. C. Ye MedIm 107 38 0 03 Mar 2017
Label Refinement Network for Coarse-to-Fine Semantic Segmentation Md. Amirul Islam Shujon Naha Mrigank Rochan Neil D. B. Bruce Yang Wang SSeg 76 55 0 01 Mar 2017
Saliency Detection by Forward and Backward Cues in Deep-CNNs Nevrez Imamoglu Chi Zhang Wataru Shimoda Yuming Fang Boxin Shi FAtt 71 17 0 01 Mar 2017
Boundary Flow: A Siamese Network that Predicts Boundary Motion without Training on Motion Peng Lei Fuxin Li S. Todorovic 3DPC 51 13 0 28 Feb 2017
Understanding Convolution for Semantic Segmentation Panqu Wang Pengfei Chen Ye Yuan Ding Liu Zehua Huang Xiaodi Hou G. Cottrell SSeg 108 1,693 0 27 Feb 2017
PixelNet: Representation of the pixels, by the pixels, and for the pixels Aayush Bansal Xinlei Chen Bryan C. Russell Abhinav Gupta Deva Ramanan SSeg 90 120 0 21 Feb 2017
Zoom Out-and-In Network with Recursive Training for Object Proposal Hongyang Li Yu Liu Wanli Ouyang Xiaogang Wang ObjD 84 23 0 19 Feb 2017
Revisiting Graph Construction for Fast Image Segmentation Zizhao Zhang Fuyong Xing Hanzi Wang Y. Yan Ying Huang Xiaoshuang Shi Lin Yang 47 19 0 18 Feb 2017
The Ciona17 Dataset for Semantic Segmentation of Invasive Species in a Marine Aquaculture Environment A. Galloway Graham W. Taylor Aaron Ramsay M. Moussa 30 9 0 18 Feb 2017
Deep Heterogeneous Feature Fusion for Template-Based Face Recognition Navaneeth Bodla Jingxiao Zheng Hongyu Xu Jun-Cheng Chen Carlos D. Castillo Rama Chellappa CVBM 120 65 0 15 Feb 2017
Estimation of the volume of the left ventricle from MRI images using deep neural networks Fangzhou Liao Xi Chen Xiaolin Hu Sen Song 81 50 0 13 Feb 2017
A Hybrid Convolutional Variational Autoencoder for Text Generation Stanislau Semeniuta Aliaksei Severyn Erhardt Barth 94 252 0 08 Feb 2017
An Adversarial Regularisation for Semi-Supervised Training of Structured Output Neural Networks Mateusz Koziñski Loïc Simon F. Jurie GAN 72 18 0 08 Feb 2017
Designing Deep Convolutional Neural Networks for Continuous Object Orientation Estimation Kota Hara Raviteja Vemulapalli Rama Chellappa 126 84 0 06 Feb 2017
A Fast and Compact Saliency Score Regression Network Based on Fully Convolutional Network Xuanyang Xi Yongkang Luo Fengfu Li Peng Wang Hong Qiao 68 6 0 02 Feb 2017
Low-Dose CT with a Residual Encoder-Decoder Convolutional Neural Network (RED-CNN) Hu Chen Yi Zhang Mannudeep K. Kalra Feng Lin Yang Chen Peixi Liao Jiliu Zhou Ge Wang MedIm 117 1,314 0 01 Feb 2017
Exploiting saliency for object segmentation from image level labels Seong Joon Oh Rodrigo Benenson Anna Khoreva Zeynep Akata Mario Fritz Bernt Schiele SSeg 406 201 0 28 Jan 2017