Fully Convolutional Networks for Semantic Segmentation

20 May 2016

Papers citing "Fully Convolutional Networks for Semantic Segmentation"

50 / 4,024 papers shown

Title
Two-Bit Networks for Deep Learning on Resource-Constrained Embedded Devices Wenjia Meng Zonghua Gu Ming Zhang Zhaohui Wu 29 36 0 02 Jan 2017
Rotation equivariant vector field networks Diego Marcos Michele Volpi N. Komodakis D. Tuia 28 266 0 29 Dec 2016
Unsupervised domain adaptation in brain lesion segmentation with adversarial networks Konstantinos Kamnitsas Christian F. Baumgartner C. Ledig Virginia Newcombe Joanna P. Simpson ... David Menon A. Nori A. Criminisi Daniel Rueckert Ben Glocker OOD MedIm 30 477 0 28 Dec 2016
Semantic Video Segmentation by Gated Recurrent Flow Propagation David Nilsson C. Sminchisescu 23 222 0 28 Dec 2016
Globally Optimal Object Tracking with Fully Convolutional Networks Jinho Lee Brian Kenji Iwana Shouta Ide S. Uchida 21 4 0 25 Dec 2016
A Fixed-Point Model for Pancreas Segmentation in Abdominal CT Scans Yuyin Zhou Lingxi Xie Wei Shen Yan Wang Elliot K. Fishman Alan Yuille MedIm 41 36 0 25 Dec 2016
EnhanceNet: Single Image Super-Resolution Through Automated Texture Synthesis Mehdi S. M. Sajjadi Bernhard Schölkopf M. Hirsch SupR 18 969 0 23 Dec 2016
Physically-Based Rendering for Indoor Scene Understanding Using Convolutional Neural Networks Yinda Zhang Shuran Song Ersin Yumer Manolis Savva Joon-Young Lee Hailin Jin Thomas Funkhouser AI4CE SSL 3DV 3DPC 19 260 0 22 Dec 2016
A Unified Framework for Tumor Proliferation Score Prediction in Breast Histopathology K. Paeng Sangheum Hwang Sunggyun Park Minsoo Kim 34 78 0 21 Dec 2016
Beyond Skip Connections: Top-Down Modulation for Object Detection Abhinav Shrivastava Rahul Sukthankar Jitendra Malik Abhinav Gupta ObjD 41 320 0 20 Dec 2016
Action-Driven Object Detection with Top-Down Visual Attentions Donggeun Yoo Sunggyun Park K. Paeng Joon-Young Lee In So Kweon ObjD 21 6 0 20 Dec 2016
Detecting Unexpected Obstacles for Self-Driving Cars: Fusing Deep Learning and Geometric Modeling Sebastian Ramos S. Gehrig Peter Pinggera Uwe Franke Carsten Rother 25 174 0 20 Dec 2016
Exploring the Design Space of Deep Convolutional Neural Networks at Large Scale F. Iandola 3DV 26 18 0 20 Dec 2016
Learning Features by Watching Objects Move Deepak Pathak Ross B. Girshick Piotr Dollár Trevor Darrell Bharath Hariharan SSL VOS OCL 36 522 0 19 Dec 2016
3D Shape Induction from 2D Views of Multiple Objects Matheus Gadelha Subhransu Maji Rui Wang GAN 23 293 0 18 Dec 2016
Video Propagation Networks Varun Jampani Raghudeep Gadde Peter V. Gehler DiffM 19 230 0 16 Dec 2016
Medical Image Synthesis with Context-Aware Generative Adversarial Networks Dong Nie Roger Trullo Caroline Petitjean S. Ruan Dinggang Shen GAN MedIm 37 679 0 16 Dec 2016
FusionNet: A deep fully residual convolutional neural network for image segmentation in connectomics Tran Minh Quan David Grant Colburn Hildebrand W. Jeong 24 236 0 16 Dec 2016
Beyond Holistic Object Recognition: Enriching Image Understanding with Part States Cewu Lu Hao Su Yongyi Lu L. Yi Chi-Keung Tang Leonidas J. Guibas 23 33 0 15 Dec 2016
Fast-AT: Fast Automatic Thumbnail Generation using Deep Neural Networks Seyed A. Esmaeili Bharat Singh L. Davis 29 38 0 14 Dec 2016
Single Image Action Recognition using Semantic Body Part Actions Zhichen Zhao Huimin Ma Shaodi You 27 74 0 14 Dec 2016
Fast Patch-based Style Transfer of Arbitrary Style T. Chen Mark Schmidt 38 378 0 13 Dec 2016
3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study J. Dolz Christian Desrosiers Ismail Ben Ayed 3DV 32 364 0 12 Dec 2016
COCO-Stuff: Thing and Stuff Classes in Context Holger Caesar J. Uijlings V. Ferrari 25 1,360 0 12 Dec 2016
Generalized Deep Image to Image Regression Venkataraman Santhanam Vlad I. Morariu L. Davis 3DV 29 71 0 10 Dec 2016
Automatic Lymphocyte Detection in H&E Images with Deep Neural Networks Jianxu Chen C. Srinivas 37 31 0 09 Dec 2016
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 231 21,841 0 09 Dec 2016
Boundary-aware Instance Segmentation Zeeshan Hayder Xuming He Mathieu Salzmann ISeg 21 30 0 09 Dec 2016
FCNs in the Wild: Pixel-level Adversarial and Constraint-based Adaptation Judy Hoffman Dequan Wang Feng Yu Trevor Darrell OOD 19 786 0 08 Dec 2016
From Motion Blur to Motion Flow: a Deep Learning Solution for Removing Heterogeneous Motion Blur Dong Gong Jie Yang Lingqiao Liu Yanning Zhang Ian Reid Chunhua Shen Anton Van Den Hengel Javen Qinfeng Shi 28 393 0 08 Dec 2016
Deep Multi-scale Convolutional Neural Network for Dynamic Scene Deblurring Seungjun Nah Tae Hyun Kim Kyoung Mu Lee 90 1,951 0 07 Dec 2016
A Multi-Pass Approach to Large-Scale Connectomics Yaron Meirovitch A. Matveev Hayk Saribekyan David Budden David Rolnick ... Seymour Knowles-Barley T. Jones Hanspeter Pfister J. Lichtman Nir Shavit 3DV 25 46 0 07 Dec 2016
Richer Convolutional Features for Edge Detection Yun-Hai Liu Ming-Ming Cheng Xiaowei Hu Kai Wang X. Bai 35 1,021 0 07 Dec 2016
ImageNet pre-trained models with batch normalization Marcel Simon E. Rodner Joachim Denzler VLM SSeg 44 165 0 05 Dec 2016
On-Demand Learning for Deep Image Restoration Ruohan Gao Kristen Grauman 35 78 0 05 Dec 2016
Classification With an Edge: Improving Semantic Image Segmentation with Boundary Detection D. Marmanis Konrad Schindler Jan Dirk Wegner S. Galliani Mihai Datcu Uwe Stilla 37 603 0 05 Dec 2016
Deep Blur Mapping: Exploiting High-Level Semantics by Deep Neural Networks Kede Ma Huan Fu Tongliang Liu Zhou Wang Dacheng Tao 25 23 0 05 Dec 2016
DenseReg: Fully Convolutional Dense Shape Regression In-the-Wild R. Güler George Trigeorgis Epameinondas Antonakos Patrick Snape S. Zafeiriou Iasonas Kokkinos 3DH 3DV 30 201 0 04 Dec 2016
End-to-end Learning of Driving Models from Large-scale Video Datasets Huazhe Xu Yang Gao Feng Yu Trevor Darrell 44 822 0 04 Dec 2016
SqueezeDet: Unified, Small, Low Power Fully Convolutional Neural Networks for Real-Time Object Detection for Autonomous Driving Bichen Wu Alvin Wan F. Iandola Peter H. Jin Kurt Keutzer 44 512 0 04 Dec 2016
A Benchmark for Endoluminal Scene Segmentation of Colonoscopy Images David Vázquez Jorge Bernal F. Sánchez Gloria Fernández-Esparrach Antonio M. López Adriana Romero M. Drozdzal Aaron Courville 3DV 31 624 0 02 Dec 2016
Action Recognition with Dynamic Image Networks Hakan Bilen Basura Fernando Efstratios Gavves Andrea Vedaldi FAtt 29 222 0 02 Dec 2016
SyncSpecCNN: Synchronized Spectral CNN for 3D Shape Segmentation L. Yi Hao Su Xingwen Guo Leonidas J. Guibas GNN 3DPC 24 466 0 02 Dec 2016
Breast Mass Classification from Mammograms using Deep Convolutional Neural Networks Daniel Levy Arzav Jain MedIm 21 206 0 02 Dec 2016
TorontoCity: Seeing the World with a Million Eyes Shenlong Wang Min Bai Gellért Máttyus Hang Chu Wenjie Luo Binh Yang Justin Liang Joel Cheverie Sanja Fidler R. Urtasun 3DV ViT 24 178 0 01 Dec 2016
Training Bit Fully Convolutional Network for Fast Semantic Segmentation He Wen Shuchang Zhou Zhe Liang Yuxiang Zhang Dieqiao Feng Xinyu Zhou Cong Yao MQ SSeg 37 10 0 01 Dec 2016
Video Scene Parsing with Predictive Feature Learning Xiaojie Jin Xuran Li Huaxin Xiao Xiaohui Shen Zhe Lin ... Jian Dong Luoqi Liu Zequn Jie Jiashi Feng Shuicheng Yan 40 111 0 01 Dec 2016
POSEidon: Face-from-Depth for Driver Pose Estimation Guido Borghi Marco Venturelli R. Vezzani Rita Cucchiara 3DH CVBM 30 152 0 30 Nov 2016
Wider or Deeper: Revisiting the ResNet Model for Visual Recognition Zifeng Wu Chunhua Shen Anton Van Den Hengel SSeg 260 1,495 0 30 Nov 2016
High-Resolution Image Inpainting using Multi-Scale Neural Patch Synthesis Chao Yang Xin Lu Zhe Lin Eli Shechtman Oliver Wang Hao Li 37 779 0 30 Nov 2016