Fully Convolutional Networks for Semantic Segmentation

20 May 2016

Papers citing "Fully Convolutional Networks for Semantic Segmentation"

32 / 4,032 papers shown

Title
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 239 7,921 0 13 Jun 2015
Inverting Visual Representations with Convolutional Networks Alexey Dosovitskiy Thomas Brox SSL FAtt 39 661 0 09 Jun 2015
Deeply Learning the Messages in Message Passing Inference Guosheng Lin Chunhua Shen Ian Reid Anton Van Den Hengel 3DV 47 63 0 06 Jun 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 207 61,624 0 04 Jun 2015
Visual Search at Pinterest Yushi Jing David C. Liu Dmitry Kislyuk Andrew Zhai Jiajing Xu Jeff Donahue Sarah Tavel VLM 25 147 0 28 May 2015
Robust Optimization for Deep Regression Vasileios Belagiannis Christian Rupprecht G. Carneiro Nassir Navab 3DH 40 180 0 25 May 2015
A Bottom-up Approach for Pancreas Segmentation using Cascaded Superpixels and (Deep) Image Patch Labeling A. Farag Le Lu H. Roth Jiamin Liu E. Turkbey Ronald M. Summers 31 152 0 22 May 2015
A Multi-scale Multiple Instance Video Description Network Huijuan Xu Subhashini Venugopalan Vasili Ramanishka Marcus Rohrbach Kate Saenko 40 64 0 21 May 2015
Multi-scale recognition with DAG-CNNs Songfan Yang Deva Ramanan BDL 30 204 0 20 May 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 447 76,039 0 18 May 2015
Brain Tumor Segmentation with Deep Neural Networks Mohammad Havaei Axel Davy David Warde-Farley A. Biard Aaron Courville Yoshua Bengio C. Pal Pierre-Marc Jodoin Hugo Larochelle 3DV 38 2,864 0 13 May 2015
Monocular Object Instance Segmentation and Depth Ordering with CNNs Ziyu Zhang Alex Schwing Sanja Fidler R. Urtasun 31 158 0 12 May 2015
Object detection via a multi-region & semantic segmentation-aware CNN model Spyros Gidaris N. Komodakis ObjD SSeg 33 735 0 07 May 2015
Joint Object and Part Segmentation using Deep Learned Potentials Peng Wang Xiaohui Shen Zhe Lin Scott D. Cohen Brian L. Price Alan Yuille 37 123 0 01 May 2015
FlowNet: Learning Optical Flow with Convolutional Networks Philipp Fischer Alexey Dosovitskiy Eddy Ilg Philip Häusser C. Hazirbas Vladimir Golkov Patrick van der Smagt Daniel Cremers Thomas Brox 3DPC 106 4,147 0 26 Apr 2015
Holistically-Nested Edge Detection Saining Xie Zhuowen Tu 64 3,469 0 24 Apr 2015
Object Detection Networks on Convolutional Feature Maps Shaoqing Ren Kaiming He Ross B. Girshick Xinming Zhang Jian Sun ObjD 27 408 0 23 Apr 2015
Efficient piecewise training of deep structured models for semantic segmentation Guosheng Lin Chunhua Shen Anton van dan Hengel Ian Reid VLM SSeg 55 923 0 04 Apr 2015
Fully Connected Deep Structured Networks Alex Schwing R. Urtasun SSeg 68 308 0 09 Mar 2015
Learning Depth from Single Monocular Images Using Deep Convolutional Neural Fields Fayao Liu Chunhua Shen Guosheng Lin Ian Reid MDE 69 1,194 0 26 Feb 2015
Beyond Pixels: A Comprehensive Survey from Bottom-up to Semantic Image Segmentation and Cosegmentation Erik Cambria Fanman Meng Jianfei Cai Shijian Lu SSeg 3DV 50 230 0 03 Feb 2015
Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 33 4,869 0 22 Dec 2014
Contour Detection Using Cost-Sensitive Convolutional Neural Networks Jyh-Jing Hwang Tyng-Luh Liu 29 3 0 22 Dec 2014
Convolutional Feature Masking for Joint Object and Stuff Segmentation Jifeng Dai Kaiming He Jian Sun SSeg 40 443 0 03 Dec 2014
DeepEdge: A Multi-Scale Bifurcated Deep Network for Top-Down Contour Detection Gedas Bertasius Jianbo Shi Lorenzo Torresani 33 467 0 02 Dec 2014
Feedforward semantic segmentation with zoom-out features Mohammadreza Mostajabi Payman Yadollahpour Gregory Shakhnarovich MDE SSeg 31 474 0 02 Dec 2014
Deep Learning Face Attributes in the Wild Ziwei Liu Ping Luo Xiaogang Wang Xiaoou Tang CVBM 105 8,301 0 28 Nov 2014
Salient Object Detection: A Survey Ali Borji Ming-Ming Cheng Qibin Hou Huaizu Jiang Jia Li 44 753 0 18 Nov 2014
Salient Object Detection: A Discriminative Regional Feature Integration Approach Huaizu Jiang Zejian Yuan Ming-Ming Cheng Yihong Gong Nanning Zheng Jingdong Wang FAtt 64 1,268 0 22 Oct 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 207 99,682 0 04 Sep 2014
Can Image-Level Labels Replace Pixel-Level Labels for Image Parsing Zhiwu Lu Zhenyong Fu Tao Xiang Liwei Wang Ji-Rong Wen 46 108 0 07 Mar 2014
Fast Image Scanning with Deep Max-Pooling Convolutional Neural Networks Alessandro Giusti D. Ciresan Jonathan Masci L. Gambardella Jürgen Schmidhuber 151 348 0 07 Feb 2013