Learning Deconvolution Network for Semantic Segmentation

17 May 2015

Papers citing "Learning Deconvolution Network for Semantic Segmentation"

50 / 1,134 papers shown

Title
Remote Sensing Image Fusion Based on Two-stream Fusion Network Xiangyu Liu Qingjie Liu Yunhong Wang 99 309 0 07 Nov 2017
ZipNet-GAN: Inferring Fine-grained Mobile Traffic Patterns via a Generative Adversarial Neural Network Chaoyun Zhang Xi Ouyang P. Patras 111 68 0 07 Nov 2017
Ω-Net (Omega-Net): Fully Automatic, Multi-View Cardiac MR Detection, Orientation, and Segmentation with Deep Neural Networks D. Vigneault Weidi Xie Carolyn Y. Ho D. Bluemke J. A. Noble 68 12 0 03 Nov 2017
A multitask deep learning model for real-time deployment in embedded systems Miquel Martí A. Maki 28 5 0 31 Oct 2017
Total-Text: A Comprehensive Dataset for Scene Text Detection and Recognition Chee-Kheng Chng Chee Seng Chan 74 463 0 28 Oct 2017
BENCHIP: Benchmarking Intelligence Processors Jinhua Tao Zidong Du Qi Guo Huiying Lan Lei Zhang ... Allen Rush Willian Chen Shaoli Liu Yunji Chen Tianshi Chen 70 36 0 23 Oct 2017
Investigating the feature collection for semantic segmentation via single skip connection Jonghwa Yim Kyung-ah Sohn 21 1 0 23 Oct 2017
Rethinking Convolutional Semantic Segmentation Learning Mrinal Haloi BDL 49 4 0 22 Oct 2017
Regularizing Deep Neural Networks by Noise: Its Interpretation and Optimization Hyeonwoo Noh Tackgeun You Jonghwan Mun Bohyung Han NoLa 73 200 0 14 Oct 2017
Hierarchical Convolutional-Deconvolutional Neural Networks for Automatic Liver and Tumor Segmentation Yading Yuan 73 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 73 86 0 10 Oct 2017
A Multiscale Patch Based Convolutional Network for Brain Tumor Segmentation J. Stawiaski 37 8 0 06 Oct 2017
Secrets in Computing Optical Flow by Convolutional Networks Junxuan Li 43 0 0 04 Oct 2017
DeepWheat: Estimating Phenotypic Traits from Crop Images with Deep Learning Shubhra Aich A. Josuttes I. Ovsyannikov Keegan Strueby Imran Ahmed H. Duddu C. Pozniak S. Shirtliffe Ian Stavness 55 5 0 30 Sep 2017
Dense RGB-D semantic mapping with Pixel-Voxel neural network Cheng Zhao Li Sun Pulak Purkait Rustam Stolkin 3DPC 64 26 0 30 Sep 2017
X-View: Graph-Based Semantic Multi-View Localization Abel Gawel Carlo Del Don Roland Siegwart Juan I. Nieto Cesar Cadena 97 158 0 28 Sep 2017
Improving Dermoscopic Image Segmentation with Enhanced Convolutional-Deconvolutional Networks Yading Yuan Y. Lo 208 224 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 72 47 0 26 Sep 2017
Look Wider to Match Image Patches with Convolutional Neural Networks Haesol Park Kyoung Mu Lee 3DV 72 101 0 19 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 147 342 0 18 Sep 2017
Microscopy Cell Segmentation via Adversarial Neural Networks Assaf Arbelle Tammy Riklin-Raviv GAN 69 47 0 18 Sep 2017
StairNet: Top-Down Semantic Aggregation for Accurate One Shot Detection Sanghyun Woo Soonmin Hwang In So Kweon ObjD 63 87 0 18 Sep 2017
Zoom Out-and-In Network with Map Attention Decision for Region Proposal and Object Detection Hongyang Li Yu Liu Wanli Ouyang Xiaogang Wang ObjD 39 80 0 13 Sep 2017
One-Shot Learning for Semantic Segmentation Amirreza Shaban Shray Bansal Ziqiang Liu Irfan Essa Byron Boots SSeg VLM 134 705 0 11 Sep 2017
Learning to Segment Breast Biopsy Whole Slide Images Sachin Mehta E. Mercan Jamen Bartlett D. Weaver J. Elmore Linda G. Shapiro MedIm 67 41 0 08 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 58 38 0 05 Sep 2017
Gaussian Filter in CRF Based Semantic Segmentation Yichi Gu Qisheng Wu Jing Li K. Cheng SSeg 23 0 0 02 Sep 2017
A Comprehensive Survey of Deep Learning in Remote Sensing: Theories, Tools and Challenges for the Community John E. Ball Derek T. Anderson Chee Seng Chan 73 521 0 01 Sep 2017
DeepUNet: A Deep Fully Convolutional Network for Pixel-level Sea-Land Segmentation Ruirui Li Wenjie Liu Lei Yang Shihao Sun Wei Hu Fan Zhang Wei Li SSeg 65 287 0 01 Sep 2017
Automatic Semantic Style Transfer using Deep Convolutional Neural Networks and Soft Masks Huihuang Zhao Paul L. Rosin Yu-kun Lai 68 62 0 31 Aug 2017
Leaf Counting with Deep Convolutional and Deconvolutional Networks Shubhra Aich Ian Stavness 69 156 0 24 Aug 2017
Recent Advances in the Applications of Convolutional Neural Networks to Medical Image Contour Detection Zizhao Zhang Fuyong Xing H. Su Xiaoshuang Shi Ling Yang AAML 46 13 0 24 Aug 2017
Capturing Long-term Temporal Dependencies with Convolutional Networks for Continuous Emotion Recognition S. Khorram Zakaria Aldeneh Dimitrios Dimitriadis M. McInnis E. Provost 76 39 0 23 Aug 2017
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection Nian Liu Junwei Han Ming-Hsuan Yang SSeg 76 6 0 21 Aug 2017
Stacked Deconvolutional Network for Semantic Segmentation J. Fu Qingbin Liu Yuhang Wang Hanqing Lu SSeg 71 213 0 16 Aug 2017
An Improved Neural Segmentation Method Based on U-NET Chenyang Xu Mengxin Li SSeg 13 1 0 16 Aug 2017
VQS: Linking Segmentations to Questions and Answers for Supervised Attention in VQA and Question-Focused Semantic Segmentation Chuang Gan Yandong Li Haoxiang Li Chen Sun Boqing Gong 99 127 0 15 Aug 2017
Segmentation-Aware Convolutional Networks Using Local Attention Masks Adam W. Harley Konstantinos G. Derpanis Iasonas Kokkinos SSeg 205 142 0 15 Aug 2017
Face Parsing via a Fully-Convolutional Continuous CRF Neural Network Lei Zhou Zhi Liu Xiangjian He SSeg CVBM 45 26 0 12 Aug 2017
Exploring Temporal Preservation Networks for Precise Temporal Action Localization Ke Yang Peng Qiao Dongsheng Li Shaohe Lv Y. Dou 87 63 0 10 Aug 2017
BlitzNet: A Real-Time Deep Network for Scene Understanding Nikita Dvornik K. Shmelkov Julien Mairal Cordelia Schmid SSeg 76 192 0 09 Aug 2017
Two-Phase Learning for Weakly Supervised Object Localization Dahun Kim Donghyeon Cho Donggeun Yoo In So Kweon WSOL 88 142 0 07 Aug 2017
Learning Uncertain Convolutional Features for Accurate Saliency Detection Pingping Zhang D. Wang Huchuan Lu Hongyu Wang Baocai Yin 111 431 0 07 Aug 2017
Amulet: Aggregating Multi-level Convolutional Features for Salient Object Detection Pingping Zhang D. Wang Huchuan Lu Hongyu Wang Xiang Ruan 92 740 0 07 Aug 2017
Generating High-Quality Crowd Density Maps using Contextual Pyramid CNNs Vishwanath A. Sindagi Vishal M. Patel 94 623 0 02 Aug 2017
Accurate Lung Segmentation via Network-Wise Training of Convolutional Networks Sangheum Hwang Sunggyun Park SSeg 59 45 0 02 Aug 2017
Camera Relocalization by Computing Pairwise Relative Poses Using Convolutional Neural Network Zakaria Laskar Iaroslav Melekhov Surya Kalia Arno Solin 103 190 0 31 Jul 2017
Curriculum Domain Adaptation for Semantic Segmentation of Urban Scenes Yang Zhang P. David Boqing Gong SSeg 108 322 0 29 Jul 2017
Context-Aware Single-Shot Detector Wei Xiang Dong-Qing Zhang H. H. Yu V. Athitsos ObjD 76 47 0 27 Jul 2017
Efficient Yet Deep Convolutional Neural Networks for Semantic Segmentation Sharif Amit Kamran A. Sabbir SSeg 73 19 0 26 Jul 2017