Learning Deconvolution Network for Semantic Segmentation

17 May 2015

Papers citing "Learning Deconvolution Network for Semantic Segmentation"

50 / 1,134 papers shown

Title
MoE-SPNet: A Mixture-of-Experts Scene Parsing Network Huan Fu Biwei Huang Chaohui Wang Dacheng Tao MoE 82 18 0 19 Jun 2018
Semantic Video Segmentation: A Review on Recent Approaches M. H. Saffar Mohsen Fayyaz Mohammad Sabokrou M. Fathy 46 11 0 16 Jun 2018
Recurrent Multiresolution Convolutional Networks for VHR Image Classification J. R. Bergado Claudio Persello Alfred Stein 39 66 0 15 Jun 2018
Weakly-Supervised Semantic Segmentation by Iteratively Mining Common Object Features Xiang Wang Shaodi You Xi Li Huimin Ma 74 303 0 12 Jun 2018
Deconvolution-Based Global Decoding for Neural Machine Translation Junyang Lin Xu Sun Xuancheng Ren Shuming Ma Jinsong Su Qi Su 64 14 0 10 Jun 2018
RedNet: Residual Encoder-Decoder Network for indoor RGB-D Semantic Segmentation Jindong Jiang Lunan Zheng Fei Luo Zhijun Zhang 3DPC SSeg 96 217 0 04 Jun 2018
Superpixel-enhanced Pairwise Conditional Random Field for Semantic Segmentation Li Sulimowicz I. Ahmad Alexander J. Aved 54 12 0 29 May 2018
Deep Learning under Privileged Information Using Heteroscedastic Dropout John Lambert Ozan Sener Silvio Savarese 52 86 0 29 May 2018
Three-Dimensional Radiotherapy Dose Prediction on Head and Neck Cancer Patients with a Hierarchically Densely Connected U-net Deep Learning Architecture D. Nguyen X. Jia David Sher Mu-Han Lin Zohaib Iqbal Hui Liu Steve B. Jiang AI4CE 77 276 0 25 May 2018
Pyramid Attention Network for Semantic Segmentation Hanchao Li Pengfei Xiong Jie An Lingxue Wang SSeg 187 851 0 25 May 2018
Generalized Cross Entropy Loss for Training Deep Neural Networks with Noisy Labels Zhilu Zhang M. Sabuncu NoLa 113 2,617 0 20 May 2018
Adversarial Structure Matching for Structured Prediction Tasks Jyh-Jing Hwang Tsung-Wei Ke Jianbo Shi Stella X. Yu 59 7 0 18 May 2018
Convolutional CRFs for Semantic Segmentation Marvin Teichmann R. Cipolla SSeg 65 110 0 12 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 77 480 0 11 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 53 29 0 08 May 2018
Sharp Attention Network via Adaptive Sampling for Person Re-identification Chen Shen Guo-Jun Qi Rongxin Jiang Zhongming Jin Hongwei Yong Yao-wu Chen Xiansheng Hua 110 38 0 07 May 2018
Semantic Binary Segmentation using Convolutional Networks without Decoders Shubhra Aich William van der Kamp Ian Stavness 3DV 77 33 0 01 May 2018
On the iterative refinement of densely connected representation levels for semantic segmentation Arantxa Casanova Guillem Cucurull M. Drozdzal Adriana Romero Yoshua Bengio SSeg 126 24 0 30 Apr 2018
Matryoshka Networks: Predicting 3D Geometry via Nested Shape Layers Stephan R. Richter Stefan Roth 3DV 72 139 0 29 Apr 2018
TreeSegNet: Adaptive Tree CNNs for Subdecimeter Aerial Image Segmentation Kai Yue Lei Yang Ruirui Li Wei Hu Fan Zhang Wei Li SSeg 49 4 0 29 Apr 2018
CRAM: Clued Recurrent Attention Model Minki Chung Sungzoon Cho 45 3 0 28 Apr 2018
Stacked U-Nets: A No-Frills Approach to Natural Image Segmentation Sohil Shah P. Ghosh L. Davis Tom Goldstein SSeg 88 56 0 27 Apr 2018
Gaussian Material Synthesis K. Zsolnai-Fehér Peter Wonka Michael Wimmer 3DV 3DGS 76 41 0 23 Apr 2018
An Aggregated Multicolumn Dilated Convolution Network for Perspective-Free Counting Diptodip Deb Jonathan Ventura 81 84 0 20 Apr 2018
Deep Object Co-Segmentation Weihao Li O. Jafari Carsten Rother VLM 68 114 0 17 Apr 2018
Vortex Pooling: Improving Context Representation in Semantic Segmentation Chen-Wei Xie Hong-Yu Zhou Jianxin Wu SSeg 70 41 0 17 Apr 2018
Unsupervised Discovery of Object Landmarks as Structural Representations Y. Zhang Yijie Guo Yixin Jin Yijun Luo Zhiyuan He Honglak Lee OCL 96 194 0 12 Apr 2018
Dynamic Multi-Context Segmentation of Remote Sensing Images based on Convolutional Networks Keiller Nogueira M. Dalla Mura Jocelyn Chanussot William R. Schwartz J. A. dos Santos SSeg 125 133 0 11 Apr 2018
Image Segmentation using Sparse Subset Selection Fariba Zohrizadeh Mohsen Kheirandishfard F. Kamangar 113 11 0 08 Apr 2018
Image Segmentation Using Subspace Representation and Sparse Decomposition Shervin Minaee 141 0 0 06 Apr 2018
Multi-Scale Spatially-Asymmetric Recalibration for Image Classification Yan Wang Lingxi Xie Siyuan Qiao Ya Zhang Wenjun Zhang Alan Yuille 77 13 0 03 Apr 2018
Low-Latency Video Semantic Segmentation Yule Li Jianping Shi Dahua Lin VOS SSeg 88 162 0 02 Apr 2018
H-CNN: Spatial Hashing Based CNN for 3D Shape Analysis Tianjia Shao Yifan Yang Y. Weng Qiming Hou Kun Zhou 3DV 73 29 0 30 Mar 2018
Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation Jiwoon Ahn Suha Kwak 313 749 0 28 Mar 2018
Adaptive Affinity Fields for Semantic Segmentation Tsung-Wei Ke Jyh-Jing Hwang Ziwei Liu Stella X. Yu 130 191 0 27 Mar 2018
Learning Depth from Single Images with Deep Neural Network Embedding Focal Length Lei He Guanghui Wang Zhanyi Hu MDE 67 173 0 27 Mar 2018
One-Shot Segmentation in Clutter Claudio Michaelis Matthias Bethge Alexander S. Ecker 63 40 0 26 Mar 2018
DeepWarp: DNN-based Nonlinear Deformation Ran Luo Tianjia Shao Huamin Wang Weiwei Xu Kun Zhou Yifan Yang 55 5 0 24 Mar 2018
Context Encoding for Semantic Segmentation Hang Zhang Kristin J. Dana Jianping Shi Zhongyue Zhang Xiaogang Wang A. Tyagi Amit Agrawal SSeg 102 1,252 0 23 Mar 2018
Revisiting Single Image Depth Estimation: Toward Higher Resolution Maps with Accurate Object Boundaries Junjie Hu Mete Ozay Yan Zhang Takayuki Okatani 3DV 98 378 0 23 Mar 2018
Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network Namhyuk Ahn Byungkon Kang Kyung-ah Sohn SupR 101 1,125 0 23 Mar 2018
Ocean Eddy Identification and Tracking using Neural Networks K. Franz R. Roscher Andres Milioto Susanne Wenzel J. Kusche AI4Cl 57 71 0 20 Mar 2018
Segmentation of histological images and fibrosis identification with a convolutional neural network Xiaohang Fu Tong Liu Zhaohan Xiong B. Smaill M. Stiles Jichao Zhao 63 41 0 20 Mar 2018
ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation Sachin Mehta Mohammad Rastegari A. Caspi Linda G. Shapiro Hannaneh Hajishirzi SSeg 145 784 0 19 Mar 2018
Deep Component Analysis via Alternating Direction Neural Networks Calvin Murdock Ming-Fang Chang Simon Lucey BDL 74 20 0 16 Mar 2018
Semantic Segmentation of Pathological Lung Tissue with Dilated Fully Convolutional Networks M. Anthimopoulos Stergios Christodoulidis L. Ebner Thomas Geiser Andreas Christe Stavroula Mougiakakou 58 115 0 16 Mar 2018
Dynamic-structured Semantic Propagation Network Xiaodan Liang Hongfei Zhou Eric Xing 165 158 0 16 Mar 2018
Revisiting Salient Object Detection: Simultaneous Detection, Ranking, and Subitizing of Multiple Salient Objects Md. Amirul Islam Mahmoud Kalash Neil D. B. Bruce 89 111 0 14 Mar 2018
Unsupervised Learning of Monocular Depth Estimation and Visual Odometry with Deep Feature Reconstruction Huangying Zhan Ravi Garg C. Weerasekera Kejie Li Harsh Agarwal Ian Reid MDE 65 633 0 11 Mar 2018
A Deep Learning Algorithm for One-step Contour Aware Nuclei Segmentation of Histopathological Images Yuxin Cui Guiying Zhang Zhonghao Liu Zheng Xiong Jianjun Hu 58 117 0 07 Mar 2018