Fully Convolutional Networks for Semantic Segmentation

20 May 2016

Papers citing "Fully Convolutional Networks for Semantic Segmentation"

50 / 4,145 papers shown

Title
Algorithms for Semantic Segmentation of Multispectral Remote Sensing Imagery using Deep Learning Ronald Kemker C. Salvaggio Christopher Kanan 36 453 0 19 Mar 2017
Multilevel Context Representation for Improving Object Recognition Andreas Kölsch Muhammad Zeshan Afzal Marcus Liwicki 33 3 0 19 Mar 2017
RoomNet: End-to-End Room Layout Estimation Chen-Yu Lee Vijay Badrinarayanan Tomasz Malisiewicz Andrew Rabinovich 3DV 37 161 0 18 Mar 2017
Deformable Convolutional Networks Jifeng Dai Haozhi Qi Yuwen Xiong Yi Li Guodong Zhang Han Hu Yichen Wei 137 5,262 0 17 Mar 2017
Semi-Supervised Deep Learning for Fully Convolutional Networks Christoph Baur Shadi Albarqouni Nassir Navab SSL 29 124 0 17 Mar 2017
Comparison of Different Methods for Tissue Segmentation in Histopathological Whole-Slide Images Péter Bándi Rob van de Loo M. Intezar D. Geijs F. Ciompi Bram van Ginneken Jeroen van der Laak G. Litjens 22 42 0 17 Mar 2017
Global and Local Information Based Deep Network for Skin Lesion Segmentation Jin Qi Miao Le Chunming Li Ping Zhou MedIm 25 16 0 16 Mar 2017
What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? Alex Kendall Y. Gal BDL OOD UD UQCV PER 128 4,650 0 15 Mar 2017
Comparison of the Deep-Learning-Based Automated Segmentation Methods for the Head Sectioned Images of the Virtual Korean Human Project M. Eshghi H. Roth M. Oda M. Chung K. Mori 18 3 0 15 Mar 2017
A fully end-to-end deep learning approach for real-time simultaneous 3D reconstruction and material recognition Cheng Zhao Li Sun Rustam Stolkin 3DV 18 45 0 14 Mar 2017
Learning Background-Aware Correlation Filters for Visual Tracking Hamed Kiani Galoogahi Ashton Fagg Simon Lucey 32 1,033 0 14 Mar 2017
Deep Value Networks Learn to Evaluate and Iteratively Refine Structured Outputs Michael Gygli Mohammad Norouzi A. Angelova TDI 24 68 0 13 Mar 2017
End-to-End Learning of Geometry and Context for Deep Stereo Regression Alex Kendall H. Martirosyan Saumitro Dasgupta Peter Henry Ryan Kennedy Abraham Bachrach Adam Bry 3DV 3DPC MDE 54 1,322 0 13 Mar 2017
A Compact DNN: Approaching GoogLeNet-Level Accuracy of Classification and Domain Adaptation Chunpeng Wu W. Wen Tariq Afzal Yongmei Zhang Yiran Chen Hai Helen Li 32 46 0 12 Mar 2017
Colorization as a Proxy Task for Visual Understanding Gustav Larsson Michael Maire Gregory Shakhnarovich SSL 65 494 0 11 Mar 2017
LesionSeg: Semantic segmentation of skin lesions using Deep Convolutional Neural Network D. Ramachandram Terrance Devries MedIm SSeg 27 10 0 09 Mar 2017
Learning Active Learning from Data Ksenia Konyushkova Raphael Sznitman Pascal Fua 14 299 0 09 Mar 2017
A Self-supervised Learning System for Object Detection using Physics Simulation and Multi-view Pose Estimation Chaitanya Mitash Kostas E. Bekris Abdeslam Boularias 30 116 0 09 Mar 2017
End-to-end semantic face segmentation with conditional random fields as convolutional, recurrent and adversarial networks Umut Güçlü Yağmur Güçlütürk Meysam Madadi Sergio Escalera Xavier Baro Jordi Gonzalez R. Lier Marcel van Gerven CVBM GAN SSeg 38 19 0 09 Mar 2017
Interpretable Structure-Evolving LSTM Xiaodan Liang Liang Lin Xiaohui Shen Jiashi Feng Shuicheng Yan Eric Xing 35 96 0 08 Mar 2017
Deep Variation-structured Reinforcement Learning for Visual Relationship and Attribute Detection Xiaodan Liang Lisa Lee Eric Xing 29 250 0 08 Mar 2017
Tree-Structured Reinforcement Learning for Sequential Object Localization Zequn Jie Xiaodan Liang Jiashi Feng Xiaojie Jin W. Lu Shuicheng Yan 18 126 0 08 Mar 2017
Raw Waveform-based Speech Enhancement by Fully Convolutional Networks Szu-Wei Fu Yu Tsao Xugang Lu Hisashi Kawai 32 193 0 07 Mar 2017
Deep View Morphing Dinghuang Ji Junghyun Kwon Max McFarland Silvio Savarese GAN 30 20 0 07 Mar 2017
Incorporating the Knowledge of Dermatologists to Convolutional Neural Networks for the Diagnosis of Skin Lesions I. González-Díaz 13 80 0 06 Mar 2017
All You Need is Beyond a Good Init: Exploring Better Solution for Training Extremely Deep Convolutional Neural Networks with Orthonormality and Modulation Di Xie Jiang Xiong Shiliang Pu 26 181 0 06 Mar 2017
Reasoning About Liquids via Closed-Loop Simulation Connor Schenck Dieter Fox LRM 19 29 0 05 Mar 2017
Perceiving and Reasoning About Liquids Using Fully Convolutional Networks Connor Schenck Dieter Fox 28 31 0 05 Mar 2017
CDC: Convolutional-De-Convolutional Networks for Precise Temporal Action Localization in Untrimmed Videos Zheng Shou Jonathan Chan Alireza Zareian K. Miyazawa Shih-Fu Chang 34 560 0 04 Mar 2017
Looking at Outfit to Parse Clothing Pongsate Tangseng Zhipeng Wu Kota Yamaguchi CVBM 27 56 0 04 Mar 2017
Detecting Cancer Metastases on Gigapixel Pathology Images Yun-Hui Liu Krishna Gadepalli Mohammad Norouzi George E. Dahl Timo Kohlberger ... Phil Q. Nelson G. Corrado J. Hipp L. Peng Martin C. Stumpe MedIm LM&MA 42 638 0 03 Mar 2017
Adversarial Examples for Semantic Image Segmentation Volker Fischer Mummadi Chaithanya Kumar J. H. Metzen Thomas Brox SSeg GAN AAML 34 119 0 03 Mar 2017
Binarized Convolutional Landmark Localizers for Human Pose Estimation and Face Alignment with Limited Resources Adrian Bulat Georgios Tzimiropoulos CVBM 3DV 32 191 0 02 Mar 2017
Label Refinement Network for Coarse-to-Fine Semantic Segmentation Md. Amirul Islam Shujon Naha Mrigank Rochan Neil D. B. Bruce Yang Wang SSeg 27 55 0 01 Mar 2017
II-FCN for skin lesion analysis towards melanoma detection Hongdiao Wen 22 21 0 28 Feb 2017
Understanding Convolution for Semantic Segmentation Panqu Wang Pengfei Chen Ye Yuan Ding Liu Zehua Huang Xiaodi Hou G. Cottrell SSeg 40 1,678 0 27 Feb 2017
Asymmetric Tri-training for Unsupervised Domain Adaptation Kuniaki Saito Yoshitaka Ushiku Tatsuya Harada 49 583 0 27 Feb 2017
Learning Deep NBNN Representations for Robust Place Categorization Massimiliano Mancini Samuel Rota Buló Elisa Ricci Barbara Caputo 34 33 0 25 Feb 2017
PixelNet: Representation of the pixels, by the pixels, and for the pixels Aayush Bansal Xinlei Chen Bryan C. Russell Abhinav Gupta Deva Ramanan SSeg 34 120 0 21 Feb 2017
Object Detection in Videos with Tubelet Proposal Networks Kai Kang Hongsheng Li Tong Xiao Wanli Ouyang Junjie Yan Xihui Liu Xiaogang Wang 17 194 0 21 Feb 2017
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 379 10,658 0 19 Feb 2017
DR2-Net: Deep Residual Reconstruction Network for Image Compressive Sensing Hantao Yao Feng Dai Dongming Zhang Yike Ma Shiliang Zhang Yongdong Zhang Qi Tian 25 307 0 19 Feb 2017
Zoom Out-and-In Network with Recursive Training for Object Proposal Hongyang Li Yu Liu Wanli Ouyang Xiaogang Wang ObjD 33 23 0 19 Feb 2017
A deep learning model integrating FCNNs and CRFs for brain tumor segmentation Xiaomei Zhao Yihong Wu Guidong Song Zhenye Li Yazhuo Zhang Yong-Xian Fan MedIm 24 669 0 15 Feb 2017
Deep Heterogeneous Feature Fusion for Template-Based Face Recognition Navaneeth Bodla Jingxiao Zheng Hongyu Xu Jun-Cheng Chen Carlos D. Castillo Rama Chellappa CVBM 34 65 0 15 Feb 2017
ScanNet: Richly-annotated 3D Reconstructions of Indoor Scenes Angela Dai Angel X. Chang Manolis Savva Maciej Halber Thomas Funkhouser Matthias Nießner 3DPC 3DV 107 3,967 0 14 Feb 2017
Estimation of the volume of the left ventricle from MRI images using deep neural networks Fangzhou Liao Xi Chen Xiaolin Hu Sen Song 45 49 0 13 Feb 2017
Incremental Network Quantization: Towards Lossless CNNs with Low-Precision Weights Aojun Zhou Anbang Yao Yiwen Guo Lin Xu Yurong Chen MQ 337 1,049 0 10 Feb 2017
FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence Seungryong Kim Dongbo Min Bumsub Ham Sangryul Jeon Stephen Lin Kwanghoon Sohn 26 130 0 03 Feb 2017
Video Salient Object Detection via Fully Convolutional Networks Wenguan Wang Jianbing Shen Ling Shao 51 566 0 02 Feb 2017