Learning Deconvolution Network for Semantic Segmentation

17 May 2015

Papers citing "Learning Deconvolution Network for Semantic Segmentation"

50 / 1,134 papers shown

Title
Residual Conv-Deconv Grid Network for Semantic Segmentation Damien Fourure Rémi Emonet Elisa Fromont Damien Muselet A. Trémeau Christian Wolf SSeg 85 221 0 25 Jul 2017
Motion-Appearance Interactive Encoding for Object Segmentation in Unconstrained Videos Chunchao Guo Jianhuang Lai Xiaohua Xie VOS 52 10 0 25 Jul 2017
cvpaper.challenge in 2016: Futuristic Computer Vision through 1,600 Papers Survey Hirokatsu Kataoka Soma Shirakabe Yun He S. Ueta Teppei Suzuki ... Ryousuke Takasawa Masataka Fuchida Yudai Miyashita Kazushige Okayasu Yuta Matsuzaki 76 1 0 20 Jul 2017
ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression Jian-Hao Luo Jianxin Wu Weiyao Lin 63 1,761 0 20 Jul 2017
Robust Visual Tracking via Hierarchical Convolutional Features Chao Ma Jia-Bin Huang Xiaokang Yang Ming-Hsuan Yang 70 184 0 12 Jul 2017
Deep Semantic Segmentation for Automated Driving: Taxonomy, Roadmap and Challenges Mennatullah Siam Sara Elkerdawy Martin Jägersand S. Yogamani 165 167 0 08 Jul 2017
Gaussian Processes Semantic Map Representation M. G. Jadidi Lu Gan Steven A. Parkison Jie Li Ryan Eustice 69 28 0 05 Jul 2017
Deep Convolutional Framelets: A General Deep Learning Framework for Inverse Problems J. C. Ye Yoseob Han Eunju Cha 111 16 0 03 Jul 2017
Deep GrabCut for Object Selection N. Xu Brian L. Price Scott D. Cohen Jimei Yang Thomas Huang SSeg 83 123 0 02 Jul 2017
Image Companding and Inverse Halftoning using Deep Convolutional Neural Networks Xianxu Hou Guoping Qiu 53 35 0 01 Jul 2017
Superpixel-based Semantic Segmentation Trained by Statistical Process Control Hyojin Park Jisoo Jeong Y. Yoo Nojun Kwak SSeg 69 10 0 30 Jun 2017
The application of deep convolutional neural networks to ultrasound for modelling of dynamic states within human skeletal muscle Ryan Cunningham P. Harding Ian David Loram 26 11 0 28 Jun 2017
Perceptual Adversarial Networks for Image-to-Image Transformation Chaoyue Wang Chang Xu Chaohui Wang Dacheng Tao GAN 75 364 0 28 Jun 2017
Auto-Encoder Guided GAN for Chinese Calligraphy Synthesis Pengyuan Lyu X. Bai Cong Yao Zhen Zhu Tengteng Huang Wenyu Liu GAN 106 131 0 27 Jun 2017
Deep Semantics-Aware Photo Adjustment Seonghyeon Nam Seon Joo Kim GAN 10 3 0 26 Jun 2017
Rethinking Atrous Convolution for Semantic Image Segmentation Liang-Chieh Chen George Papandreou Florian Schroff Hartwig Adam SSeg 234 8,507 0 17 Jun 2017
LinkNet: Exploiting Encoder Representations for Efficient Semantic Segmentation Abhishek Chaurasia Eugenio Culurciello SSeg 87 1,392 0 14 Jun 2017
Image Forgery Localization Based on Multi-Scale Convolutional Neural Networks Yanfei Liu Qingxiao Guan Xianfeng Zhao Q. Qin 81 141 0 13 Jun 2017
Learning Deep Representations for Scene Labeling with Semantic Context Guided Supervision Zhe Wang Hongsheng Li Wanli Ouyang Xiaogang Wang SSL 27 2 0 08 Jun 2017
Learning to Extract Semantic Structure from Documents Using Multimodal Fully Convolutional Neural Network Xiao Yang Ersin Yumer P. Asente Mike Kraley Daniel Kifer C. Lee Giles 78 230 0 07 Jun 2017
SegAN: Adversarial Network with Multi-scale $L_1$ Loss for Medical Image Segmentation Yuan Xue Tao Xu Han Zhang L. R. Long Xiaolei Huang MedIm GAN 87 550 0 06 Jun 2017
Incorporating Network Built-in Priors in Weakly-supervised Semantic Segmentation F. Saleh M. S. Aliakbarian Mathieu Salzmann L. Petersson J. Álvarez Stephen Gould 39 37 0 06 Jun 2017
Dilated Residual Networks Feng Yu V. Koltun Thomas Funkhouser MedIm 134 1,620 0 28 May 2017
Enhancement of SSD by concatenating feature maps for object detection Jisoo Jeong Hyojin Park Nojun Kwak ObjD 89 318 0 26 May 2017
Direct Multitype Cardiac Indices Estimation via Joint Representation and Regression Learning Wufeng Xue A. Islam Mousumi Bhaduri Shuo Li 38 76 0 25 May 2017
GridNet with automatic shape prior registration for automatic MRI cardiac segmentation Clément Zotti Zhiming Luo A. Lalande O. Humbert Pierre-Marc Jodoin 71 87 0 24 May 2017
Dense Transformer Networks Jun Yu Li Yongjun Chen Lei Cai Ian Davidson Shuiwang Ji ViT MedIm 54 17 0 24 May 2017
Dynamic Occupancy Grid Prediction for Urban Autonomous Driving: A Deep Learning Approach with Fully Automatic Labeling Stefan Hoermann Martin Bach Klaus C. J. Dietmayer 80 166 0 24 May 2017
Generative Model with Coordinate Metric Learning for Object Recognition Based on 3D Models Yida Wang Weihong Deng 3DPC 23 6 0 24 May 2017
3D Convolutional Neural Networks for Brain Tumor Segmentation: A Comparison of Multi-resolution Architectures Adrià Casamitjana Santi Puch Asier Aduriz Verónica Vilaplana 3DV 104 45 0 23 May 2017
TricorNet: A Hybrid Temporal Convolutional and Recurrent Network for Video Action Segmentation Li Ding Chenliang Xu 98 51 0 22 May 2017
Incorporating Depth into both CNN and CRF for Indoor Semantic Segmentation Jindong Jiang Zhijun Zhang Yongqian Huang Lunan Zheng 104 28 0 21 May 2017
Pixel Deconvolutional Networks Hongyang Gao Hao Yuan Zhengyang Wang Shuiwang Ji SSeg 145 46 0 18 May 2017
CardiacNET: Segmentation of Left Atrium and Proximal Pulmonary Veins from MRI Using Multi-View CNN Aliasghar Mortazi R. Karim K. Rhode J. Burt Ulas Bagci 86 110 0 17 May 2017
Self-Supervised Siamese Learning on Stereo Image Pairs for Depth Estimation in Robotic Surgery Menglong Ye Edward Johns Ankur Handa Lin Zhang P. Pratt Guang-Zhong Yang 52 104 0 17 May 2017
Learning to Refine Object Contours with a Top-Down Fully Convolutional Encoder-Decoder Network Yahui Liu Jian Yao Li Li Xiaohu Lu Jing Han 50 4 0 12 May 2017
Generative Cooperative Net for Image Generation and Data Augmentation Qiangeng Xu Zengchang Qin T. Wan GAN 39 12 0 08 May 2017
Scene Text Eraser Toshiki Nakamura Anna Zhu Keiji Yanai S. Uchida 94 62 0 08 May 2017
A Design Methodology for Efficient Implementation of Deconvolutional Neural Networks on an FPGA Xinyu Zhang Srinjoy Das Ojash Neopane Ken Kreutz-Delgado BDL 27 39 0 07 May 2017
Generative Convolutional Networks for Latent Fingerprint Reconstruction Jan Svoboda Federico Monti M. Bronstein 40 38 0 04 May 2017
Learning to segment with image-level supervision Gaurav Pandey Ambedkar Dukkipati SSeg VLM 22 0 0 03 May 2017
Error Corrective Boosting for Learning Fully Convolutional Networks with Limited Data Abhijit Guha Roy Sailesh Conjeti Debdoot Sheet A. Katouzian Nassir Navab Christian Wachinger 90 97 0 02 May 2017
Improving Facial Attribute Prediction using Semantic Segmentation Mahdi M. Kalayeh Boqing Gong M. Shah CVBM 68 88 0 27 Apr 2017
ICNet for Real-Time Semantic Segmentation on High-Resolution Images Hengshuang Zhao Xiaojuan Qi Xiaoyong Shen Jianping Shi Jiaya Jia SSeg 104 1,416 0 27 Apr 2017
No More Discrimination: Cross City Adaptation of Road Scene Segmenters Yi-Hsin Chen Wei-Yu Chen Yu-Ting Chen Bo-Cheng Tsai Y. Wang Min Sun SSeg 188 341 0 27 Apr 2017
Multi-View Dynamic Facial Action Unit Detection Andrés Romero Juan León Pablo Arbeláez CVBM 47 17 0 25 Apr 2017
Joint Sequence Learning and Cross-Modality Convolution for 3D Biomedical Segmentation Kuan-Lun Tseng Yen-Liang Lin Winston H. Hsu Chung-Yang Huang MedIm 69 163 0 25 Apr 2017
Automatic Liver Lesion Segmentation Using A Deep Convolutional Neural Network Method Xiao Han MedIm 107 158 0 24 Apr 2017
Residual Attention Network for Image Classification Fei Wang Mengqing Jiang Chao Qian Shuo Yang Cheng Li Honggang Zhang Xiaogang Wang Xiaoou Tang 126 3,317 0 23 Apr 2017
Segmentation of the Proximal Femur from MR Images using Deep Convolutional Neural Networks Cem M. Deniz Siyuan Xiang S. Hallyburton A. Welbeck James S. Babb S. Honig Kyunghyun Cho G. Chang 84 149 0 20 Apr 2017