Learning Deconvolution Network for Semantic Segmentation

17 May 2015

Papers citing "Learning Deconvolution Network for Semantic Segmentation"

50 / 537 papers shown

Title
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 15 133 0 11 Apr 2018
Image Segmentation using Sparse Subset Selection Fariba Zohrizadeh Mohsen Kheirandishfard F. Kamangar 24 11 0 08 Apr 2018
Low-Latency Video Semantic Segmentation Yule Li Jianping Shi Dahua Lin VOS SSeg 21 161 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 36 29 0 30 Mar 2018
Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation Jiwoon Ahn Suha Kwak 234 741 0 28 Mar 2018
Adaptive Affinity Fields for Semantic Segmentation Tsung-Wei Ke Jyh-Jing Hwang Ziwei Liu Stella X. Yu 16 191 0 27 Mar 2018
Learning Depth from Single Images with Deep Neural Network Embedding Focal Length Lei He Guanghui Wang Zhanyi Hu MDE 26 172 0 27 Mar 2018
Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network Namhyuk Ahn Byungkon Kang Kyung-ah Sohn SupR 39 1,106 0 23 Mar 2018
Ocean Eddy Identification and Tracking using Neural Networks K. Franz R. Roscher Andres Milioto Susanne Wenzel J. Kusche AI4Cl 28 69 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 30 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 43 778 0 19 Mar 2018
Deep Component Analysis via Alternating Direction Neural Networks Calvin Murdock Ming-Fang Chang Simon Lucey BDL 27 20 0 16 Mar 2018
Dynamic-structured Semantic Propagation Network Xiaodan Liang Hongfei Zhou Eric Xing 13 153 0 16 Mar 2018
Segmentation of Drosophila Heart in Optical Coherence Microscopy Images Using Convolutional Neural Networks Lian Duan Xi Qin Yuanhao He Xialin Sang Jinda Pan ... Jing Men R. Tanzi Airong Li Yutao Ma Chao Zhou 21 12 0 05 Mar 2018
Towards Clinical Diagnosis: Automated Stroke Lesion Segmentation on Multimodal MR Image Using Convolutional Neural Network Zhiyang Liu Chen Cao Shuxue Ding T. Han Zhiang Liu Sheng Liu 16 31 0 05 Mar 2018
Path Aggregation Network for Instance Segmentation Shu Liu Lu Qi Haifang Qin Jianping Shi Jiaya Jia ISeg SSeg 61 5,652 0 05 Mar 2018
Monocular Depth Estimation using Multi-Scale Continuous CRFs as Sequential Deep Networks Dan Xu Elisa Ricci Wanli Ouyang Xiaogang Wang N. Sebe MDE 31 99 0 01 Mar 2018
CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes Yuhong Li Xiaofan Zhang Deming Chen 86 1,324 0 27 Feb 2018
Deep Defense: Training DNNs with Improved Adversarial Robustness Ziang Yan Yiwen Guo Changshui Zhang AAML 38 109 0 23 Feb 2018
3D Convolutional Encoder-Decoder Network for Low-Dose CT via Transfer Learning from a 2D Trained Network Hongming Shan Yi Zhang Qingsong Yang Uwe Krüger Mannudeep K. Kalra Ling Sun W. Cong Ge Wang MedIm 27 349 0 15 Feb 2018
Towards End-to-End Lane Detection: an Instance Segmentation Approach D. Neven Bert De Brabandere Stamatios Georgoulis Marc Proesmans Luc Van Gool 34 659 0 15 Feb 2018
A Two-Stage Method for Text Line Detection in Historical Documents Tobias Grüning Gundram Leifert Tobias Strauß Johannes Michael R. Labahn 31 143 0 09 Feb 2018
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam SSeg 34 12,936 0 07 Feb 2018
Exploring Spatial Context for 3D Semantic Segmentation of Point Clouds Francis Engelmann Theodora Kontogianni Alexander Hermans Bastian Leibe 3DPC 30 268 0 05 Feb 2018
$PointCNN: Convolution On $\mathcal{X}$-Transformed Points$ PointCNN: Convolution On $\mathcal{X}$ -Transformed Points Yangyan Li Rui Bu Mingchao Sun Wei Wu Xinhan Di Baoquan Chen 3DPC 149 2,423 0 23 Jan 2018
QuickNAT: A Fully Convolutional Network for Quick and Accurate Segmentation of Neuroanatomy Abhijit Guha Roy Sailesh Conjeti Nassir Navab Christian Wachinger 38 223 0 12 Jan 2018
Deep Crisp Boundaries: From Boundaries to Higher-level Tasks Yupei Wang Xin Zhao Yin Li Kaiqi Huang 36 77 0 08 Jan 2018
Semantic Segmentation via Highly Fused Convolutional Network with Multiple Soft Cost Functions Tao Yang Yan Wu Junqiao Zhao Linting Guan SSeg 59 37 0 04 Jan 2018
Unsupervised Histopathology Image Synthesis L. Hou Ayush Agarwal Dimitris Samaras Tahsin M. Kurc Rajarsi R. Gupta Joel H. Saltz MedIm 24 64 0 13 Dec 2017
DGCNN: Disordered Graph Convolutional Neural Network Based on the Gaussian Mixture Model Bo Wu Yang Liu B. Lang Lei Huang 27 69 0 10 Dec 2017
O-CNN: Octree-based Convolutional Neural Networks for 3D Shape Analysis Peng-Shuai Wang Yang Liu Yu-Xiao Guo Chun-Yu Sun Xin Tong 3DV 37 204 0 05 Dec 2017
Beyond RGB: Very High Resolution Urban Remote Sensing With Multimodal Deep Networks Nicolas Audebert Bertrand Le Saux Sébastien Lefèvre 38 510 0 23 Nov 2017
Fully Convolutional Neural Networks for Page Segmentation of Historical Document Images C. Wick F. Puppe SSeg 29 71 0 21 Nov 2017
Transferable Semi-supervised Semantic Segmentation Huaxin Xiao Yunchao Wei Yu Liu Maojun Zhang Jiashi Feng 25 27 0 18 Nov 2017
Squeeze-SegNet: A new fast Deep Convolutional Neural Network for Semantic Segmentation Géraldin Nanfack Azeddine Elhassouny Rachid Oulad Haj Thami SSeg 44 22 0 15 Nov 2017
Remote Sensing Image Fusion Based on Two-stream Fusion Network Xiangyu Liu Qingjie Liu Yunhong Wang 30 298 0 07 Nov 2017
ZipNet-GAN: Inferring Fine-grained Mobile Traffic Patterns via a Generative Adversarial Neural Network Chaoyun Zhang Xi Ouyang P. Patras 43 68 0 07 Nov 2017
A multitask deep learning model for real-time deployment in embedded systems Miquel Martí A. Maki 21 5 0 31 Oct 2017
Total-Text: A Comprehensive Dataset for Scene Text Detection and Recognition Chee-Kheng Chng Chee Seng Chan 27 455 0 28 Oct 2017
Rethinking Convolutional Semantic Segmentation Learning Mrinal Haloi BDL 32 4 0 22 Oct 2017
Regularizing Deep Neural Networks by Noise: Its Interpretation and Optimization Hyeonwoo Noh Tackgeun You Jonghwan Mun Bohyung Han NoLa 29 197 0 14 Oct 2017
Hierarchical Convolutional-Deconvolutional Neural Networks for Automatic Liver and Tumor Segmentation Yading Yuan 40 76 0 12 Oct 2017
DeepSolarEye: Power Loss Prediction and Weakly Supervised Soiling Localization via Fully Convolutional Networks for Solar Panels Sachin Mehta A. Azad Saneem A. Chemmengath V. Raykar S. Kalyanaraman 38 81 0 10 Oct 2017
X-View: Graph-Based Semantic Multi-View Localization Abel Gawel Carlo Del Don Roland Siegwart Juan I. Nieto Cesar Cadena 43 155 0 28 Sep 2017
A feasibility study for predicting optimal radiation therapy dose distributions of prostate cancer patients from patient anatomy using deep learning D. Nguyen T. Long X. Jia W. Lu X. Gu Zohaib Iqbal Steve B. Jiang 32 47 0 26 Sep 2017
Video Object Segmentation Without Temporal Information Kevis-Kokitsi Maninis Sergi Caelles Yuhua Chen Jordi Pont-Tuset Laura Leal-Taixé Daniel Cremers Luc Van Gool VOS 29 338 0 18 Sep 2017
One-Shot Learning for Semantic Segmentation Amirreza Shaban Shray Bansal Ziqiang Liu Irfan Essa Byron Boots SSeg VLM 50 694 0 11 Sep 2017
SketchParse : Towards Rich Descriptions for Poorly Drawn Sketches using Multi-Task Hierarchical Deep Networks Ravi Kiran Sarvadevabhatla Isht Dwivedi Abhijat Biswas S. Manocha R. VenkateshBabu 3DV 24 38 0 05 Sep 2017
Automatic Semantic Style Transfer using Deep Convolutional Neural Networks and Soft Masks Huihuang Zhao Paul L. Rosin Yu-Kun Lai 19 62 0 31 Aug 2017
Leaf Counting with Deep Convolutional and Deconvolutional Networks Shubhra Aich Ian Stavness 29 154 0 24 Aug 2017