Learning Deconvolution Network for Semantic Segmentation

17 May 2015

Papers citing "Learning Deconvolution Network for Semantic Segmentation"

50 / 1,134 papers shown

Title
Fast and Accurate Semantic Mapping through Geometric-based Incremental Segmentation Yoshikatsu Nakajima Keisuke Tateno Federico Tombari Hideo Saito 50 34 0 07 Mar 2018
Concurrent Spatial and Channel Squeeze & Excitation in Fully Convolutional Networks Abhijit Guha Roy Nassir Navab Christian Wachinger 87 811 0 07 Mar 2018
Decoupled Spatial Neural Attention for Weakly Supervised Semantic Segmentation Tianyi Zhang Guosheng Lin Jianfei Cai T. Shen Chunhua Shen Alex C. Kot 64 77 0 07 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 44 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 19 31 0 05 Mar 2018
Path Aggregation Network for Instance Segmentation Shu Liu Lu Qi Haifang Qin Jianping Shi Jiaya Jia ISeg SSeg 180 5,805 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 92 100 0 01 Mar 2018
CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes Yuhong Li Xiaofan Zhang Deming Chen 171 1,343 0 27 Feb 2018
Left ventricle segmentation By modelling uncertainty in prediction of deep convolutional neural networks and adaptive thresholding inference Alireza Norouzi Ali Emami S. M. Reza Soroushmehr N. Karimi S. Samavi Kayvan Najarian UQCV 31 1 0 23 Feb 2018
Deep Defense: Training DNNs with Improved Adversarial Robustness Ziang Yan Yiwen Guo Changshui Zhang AAML 97 110 0 23 Feb 2018
Semantic Segmentation Refinement by Monte Carlo Region Growing of High Confidence Detections P. Dias Henry Medeiros SSeg 67 33 0 21 Feb 2018
A Closed-form Solution to Photorealistic Image Stylization Yijun Li Ming-Yuan Liu Xueting Li Ming-Hsuan Yang Jan Kautz 102 410 0 19 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 80 349 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 108 672 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 60 143 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 495 13,229 0 07 Feb 2018
Universal Deep Neural Network Compression Yoojin Choi Mostafa El-Khamy Jungwon Lee MQ 143 88 0 07 Feb 2018
Orthogonally Regularized Deep Networks For Image Super-resolution Tiantong Guo Hojjat Seyed Mousavi V. Monga OOD SupR 42 10 0 06 Feb 2018
Exploring Spatial Context for 3D Semantic Segmentation of Point Clouds Francis Engelmann Theodora Kontogianni Alexander Hermans Bastian Leibe 3DPC 142 271 0 05 Feb 2018
Object Detection on Dynamic Occupancy Grid Maps Using Deep Learning and Automatic Label Generation S. Hörmann Philipp Henzler Martin Bach Klaus C. J. Dietmayer 3DPC 62 36 0 30 Jan 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 260 2,458 0 23 Jan 2018
Dense Recurrent Neural Networks for Scene Labeling Heng Fan Haibin Ling 76 13 0 21 Jan 2018
QuickNAT: A Fully Convolutional Network for Quick and Accurate Segmentation of Neuroanatomy Abhijit Guha Roy Sailesh Conjeti Nassir Navab Christian Wachinger 91 229 0 12 Jan 2018
Deep Crisp Boundaries: From Boundaries to Higher-level Tasks Yupei Wang Xin Zhao Yin Li Kaiqi Huang 92 79 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 131 37 0 04 Jan 2018
Deep Spatial Feature Reconstruction for Partial Person Re-identification: Alignment-Free Approach Lingxiao He Jian Liang Haiqing Li Zhenan Sun 119 291 0 03 Jan 2018
Dense Pooling layers in Fully Convolutional Network for Skin Lesion Segmentation E. Nasr-Esfahani Shima Rafiee Mohammad Jafari N. Karimi J. Wrobel S. M. Reza Soroushmehr S. Samavi Kayvan Najarian MedIm SSeg 51 16 0 29 Dec 2017
Unsupervised Histopathology Image Synthesis L. Hou Ayush Agarwal Dimitris Samaras Tahsin M. Kurc Rajarsi R. Gupta Joel H. Saltz MedIm 52 64 0 13 Dec 2017
Deep convolutional neural networks for brain image analysis on magnetic resonance imaging: a review J. Bernal Kaisar Kushibar Daniel S. Asfaw Sergi Valverde A. Oliver Robert Martí Xavier Llado 76 353 0 11 Dec 2017
FHEDN: A based on context modeling Feature Hierarchy Encoder-Decoder Network for face detection Zexun Zhou Zhongshi He Ziyu Chen Yuanyuan Jia Haiyan Wang Jinglong Du Dingding Chen CVBM 29 2 0 11 Dec 2017
DGCNN: Disordered Graph Convolutional Neural Network Based on the Gaussian Mixture Model Bo Wu Yang Liu B. Lang Lei Huang 60 70 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 78 203 0 05 Dec 2017
An End-to-end 3D Convolutional Neural Network for Action Detection and Segmentation in Videos Rui Hou Chen Chen M. Shah MedIm 67 61 0 30 Nov 2017
3DContextNet: K-d Tree Guided Hierarchical Learning of Point Clouds Using Local and Global Contextual Cues Wei Zeng Theo Gevers 3DPC 3DV 73 72 0 30 Nov 2017
Recurrent Segmentation for Variable Computational Budgets Lane T. McIntosh Niru Maheswaranathan David Sussillo Jonathon Shlens SSeg VOS 86 20 0 28 Nov 2017
Butterfly Effect: Bidirectional Control of Classification Performance by Small Additive Perturbation Y. Yoo Seonguk Park Junyoung Choi Sangdoo Yun Nojun Kwak AAML 50 4 0 27 Nov 2017
Cost-Effective Active Learning for Melanoma Segmentation Marc Górriz Axel Carlier Emmanuel Faure Xavier Giró-i-Nieto 72 119 0 24 Nov 2017
Efficient and Invariant Convolutional Neural Networks for Dense Prediction Hongyang Gao Shuiwang Ji MDE 42 11 0 24 Nov 2017
Beyond RGB: Very High Resolution Urban Remote Sensing With Multimodal Deep Networks Nicolas Audebert Bertrand Le Saux Sébastien Lefèvre 108 517 0 23 Nov 2017
W-Net: A Deep Model for Fully Unsupervised Image Segmentation Xide Xia Brian Kulis SSeg 71 256 0 22 Nov 2017
Neuron-level Selective Context Aggregation for Scene Segmentation Zhenhua Wang Fanglin Gu Dani Lischinski Daniel Cohen-Or Changhe Tu Baoquan Chen 21 2 0 22 Nov 2017
Video Semantic Object Segmentation by Self-Adaptation of DCNN Seong-Jin Park K. Hong 42 6 0 22 Nov 2017
Identifying Most Walkable Direction for Navigation in an Outdoor Environment Sachin Mehta Hannaneh Hajishirzi Linda G. Shapiro 55 9 0 21 Nov 2017
Fully Convolutional Neural Networks for Page Segmentation of Historical Document Images C. Wick F. Puppe SSeg 62 71 0 21 Nov 2017
Transferable Semi-supervised Semantic Segmentation Huaxin Xiao Yunchao Wei Yu Liu Maojun Zhang Jiashi Feng 58 27 0 18 Nov 2017
Optimal Combination of Image Denoisers J. H. Choi Omar A. Elgendy Stanley H. Chan 43 2 0 17 Nov 2017
HandSeg: An Automatically Labeled Dataset for Hand Segmentation from Depth Images Abhishake Kumar Bojja Franziska Mueller S. R. Malireddi Markus Oberweger Vincent Lepetit Christian Theobalt K. M. Yi Andrea Tagliasacchi VLM 3DH 64 21 0 16 Nov 2017
Squeeze-SegNet: A new fast Deep Convolutional Neural Network for Semantic Segmentation Géraldin Nanfack Azeddine Elhassouny Rachid Oulad Haj Thami SSeg 137 22 0 15 Nov 2017
Crowd counting via scale-adaptive convolutional neural network Lu Zhang Miaojing Shi Qiaobo Chen 38 242 0 13 Nov 2017
D-PCN: Parallel Convolutional Networks for Image Recognition via a Discriminator Shiqi Yang G. Peng 26 2 0 12 Nov 2017