Fully Convolutional Networks for Semantic Segmentation

20 May 2016

Papers citing "Fully Convolutional Networks for Semantic Segmentation"

50 / 4,023 papers shown

Title
Semantic Object Parsing with Graph LSTM Xiaodan Liang Xiaohui Shen Jiashi Feng Liang Lin Shuicheng Yan 38 354 0 23 Mar 2016
Learning Representations for Automatic Colorization Gustav Larsson Michael Maire Gregory Shakhnarovich VLM SSL 34 1,011 0 22 Mar 2016
Efficient Multi-Scale 3D CNN with Fully Connected CRF for Accurate Brain Lesion Segmentation Konstantinos Kamnitsas C. Ledig Virginia Newcombe Joanna P. Simpson A. D. Kane David Menon Daniel Rueckert Ben Glocker MedIm 3DV 91 3,041 0 18 Mar 2016
Generative Image Modeling using Style and Structure Adversarial Networks Xinyu Wang Abhinav Gupta GAN 31 617 0 17 Mar 2016
XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks Mohammad Rastegari Vicente Ordonez Joseph Redmon Ali Farhadi MQ 60 4,332 0 16 Mar 2016
Unsupervised CNN for Single View Depth Estimation: Geometry to the Rescue Ravi Garg B. V. Kumar G. Carneiro Ian Reid 3DV MDE 57 1,524 0 16 Mar 2016
Combining the Best of Convolutional Layers and Recurrent Layers: A Hybrid Network for Semantic Segmentation Zhicheng Yan Huatian Zhang Yangqing Jia Thomas Breuel Yizhou Yu SSeg 27 41 0 15 Mar 2016
Object Contour Detection with a Fully Convolutional Encoder-Decoder Network Jimei Yang Brian L. Price Scott D. Cohen Honglak Lee Ming-Hsuan Yang ObjD 24 365 0 15 Mar 2016
Pushing the Limits of Deep CNNs for Pedestrian Detection Qichang Hu Peng Wang Chunhua Shen Anton van den Hengel Fatih Porikli 14 94 0 15 Mar 2016
Image Captioning with Semantic Attention Quanzeng You Hailin Jin Zhaowen Wang Chen Fang Jiebo Luo VLM 67 1,653 0 12 Mar 2016
Optical Flow with Semantic Segmentation and Localized Layers Laura Sevilla-Lara Deqing Sun Varun Jampani Michael J. Black 8 186 0 12 Mar 2016
Texture Networks: Feed-forward Synthesis of Textures and Stylized Images Dmitry Ulyanov V. Lebedev Andrea Vedaldi Victor Lempitsky 3DH 14 943 0 10 Mar 2016
Exploring Context with Deep Structured models for Semantic Segmentation Guosheng Lin Chunhua Shen Anton van den Hengel Ian Reid SSeg 104 125 0 10 Mar 2016
Deep Contrast Learning for Salient Object Detection Guanbin Li Yizhou Yu 23 728 0 07 Mar 2016
Network Morphism Tao Wei Changhu Wang Y. Rui Chen Chen 21 176 0 05 Mar 2016
Shallow and Deep Convolutional Networks for Saliency Prediction Junting Pan Kevin McGuinness E. Sayrol Noel E. O'Connor Xavier Giró-i-Nieto FAtt 21 467 0 02 Mar 2016
Weakly Supervised Localization using Deep Feature Maps Archith J. Bency H. Kwon Hyungtae Lee S. Karthikeyan B. S. Manjunath WSOL 30 73 0 01 Mar 2016
Gland Segmentation in Colon Histology Images: The GlaS Challenge Contest K. Sirinukunwattana J. Pluim Hao Chen Xiaojuan Qi Pheng-Ann Heng ... Philipp Kainz Michael Pfeiffer M. Urschler David R. J. Snead Nasir M. Rajpoot 19 782 0 01 Mar 2016
Cascaded Subpatch Networks for Effective CNNs Xiaoheng Jiang Yanwei Pang Manli Sun Xuelong Li 34 39 0 01 Mar 2016
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning Christian Szegedy Sergey Ioffe Vincent Vanhoucke Alexander A. Alemi 137 14,151 0 23 Feb 2016
Automatic Building Extraction in Aerial Scenes Using Convolutional Networks Jiangye Yuan 25 84 0 21 Feb 2016
A Survey of Semantic Segmentation Martin Thoma SSeg 22 242 0 21 Feb 2016
Global Deconvolutional Networks for Semantic Segmentation Vladimir Nekrasov Janghoon Ju Jaesik Choi SSeg 31 12 0 12 Feb 2016
Value Iteration Networks Aviv Tamar Yi Wu G. Thomas Sergey Levine Pieter Abbeel 29 649 0 09 Feb 2016
Sub-cortical brain structure segmentation using F-CNN's Mahsa Shakeri Stavros Tsogkas Enzo Ferrante S. Lippé Samuel Kadoury Nikos Paragios Iasonas Kokkinos 19 119 0 05 Feb 2016
Novel Views of Objects from a Single Image Konstantinos Rematas Chuong H. Nguyen Tobias Ritschel Mario Fritz Tinne Tuytelaars 141 73 0 31 Jan 2016
Hybrid CNN and Dictionary-Based Models for Scene Recognition and Domain Adaptation Guosen Xie Xu-Yao Zhang Shuicheng Yan Cheng-Lin Liu ObjD 18 149 0 29 Jan 2016
Discriminative Training of Deep Fully-connected Continuous CRF with Task-specific Loss Fayao Liu Guosheng Lin Chunhua Shen 21 24 0 28 Jan 2016
A Taxonomy of Deep Convolutional Neural Nets for Computer Vision Suraj Srinivas Ravi Kiran Sarvadevabhatla Konda Reddy Mopuri N. Prabhu S. Kruthiventi R. Venkatesh Babu OOD 35 215 0 25 Jan 2016
Automatic recognition of element classes and boundaries in the birdsong with variable sequences Takuya Koumura K. Okanoya 35 23 0 23 Jan 2016
Learning Transferrable Knowledge for Semantic Segmentation with Deep Convolutional Neural Network Seunghoon Hong Junhyuk Oh Bohyung Han Honglak Lee SSeg 16 173 0 24 Dec 2015
Do Less and Achieve More: Training CNNs for Action Recognition Utilizing Action Images from the Web Shugao Ma Sarah Adel Bargal Jianming Zhang Leonid Sigal Stan Sclaroff 28 72 0 22 Dec 2015
Instance-aware Semantic Segmentation via Multi-task Network Cascades Jifeng Dai Kaiming He Jian Sun SSeg 44 1,225 0 14 Dec 2015
Inside-Outside Net: Detecting Objects in Context with Skip Pooling and Recurrent Neural Networks Sean Bell C. L. Zitnick Kavita Bala Ross B. Girshick ObjD 41 1,205 0 14 Dec 2015
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 348 191,646 0 10 Dec 2015
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 104 27,115 0 02 Dec 2015
Incidental Scene Text Understanding: Recent Progresses on ICDAR 2015 Robust Reading Competition Challenge 4 Cong Yao Jia-Nan Wu Xinyu Zhou Chi Zhang Shuchang Zhou Zhimin Cao Qi Yin 27 13 0 30 Nov 2015
Recurrent Instance Segmentation Bernardino Romera-Paredes Philip Torr SSeg 27 329 0 25 Nov 2015
Higher Order Conditional Random Fields in Deep Neural Networks Anurag Arnab Sadeep Jayasumana Shuai Zheng Philip Torr SSeg 14 230 0 25 Nov 2015
DenseCap: Fully Convolutional Localization Networks for Dense Captioning Justin Johnson A. Karpathy Li Fei-Fei VLM 74 1,160 0 24 Nov 2015
Recombinator Networks: Learning Coarse-to-Fine Feature Aggregation S. Honari J. Yosinski Pascal Vincent C. Pal 30 121 0 23 Nov 2015
Multi-Scale Context Aggregation by Dilated Convolutions Feng Yu V. Koltun SSeg 46 8,401 0 23 Nov 2015
Visual Word2Vec (vis-w2v): Learning Visually Grounded Word Embeddings Using Abstract Scenes Satwik Kottur Ramakrishna Vedantam José M. F. Moura Devi Parikh VLM 35 85 0 22 Nov 2015
ReSeg: A Recurrent Neural Network-based Model for Semantic Segmentation Francesco Visin Marco Ciccone Adriana Romero Kyle Kastner Kyunghyun Cho Yoshua Bengio Matteo Matteucci Aaron Courville VLM SSeg 19 251 0 22 Nov 2015
SceneNet: Understanding Real World Indoor Scenes With Synthetic Data Ankur Handa Viorica Patraucean Vijay Badrinarayanan Simon Stent R. Cipolla 3DPC 3DV 28 230 0 22 Nov 2015
Superpixel Convolutional Networks using Bilateral Inceptions Raghudeep Gadde Varun Jampani Martin Kiefel Daniel Kappler Peter V. Gehler SSeg SupR 30 129 0 20 Nov 2015
Hand Pose Estimation through Semi-Supervised and Weakly-Supervised Learning Natalia Neverova Christian Wolf Florian Nebout Graham W. Taylor MDE 3DH 14 47 0 20 Nov 2015
Multi-view 3D Models from Single Images with a Convolutional Network Maxim Tatarchenko Alexey Dosovitskiy Thomas Brox 3DV 19 382 0 20 Nov 2015
Learning to decompose for object detection and instance segmentation Eunbyung Park Alexander C. Berg 27 23 0 19 Nov 2015
Structured Prediction Energy Networks David Belanger Andrew McCallum GNN 18 219 0 19 Nov 2015