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SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

2 November 2015

Alex Kendall

Papers citing "SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation"

50 / 2,601 papers shown

Title
Understanding Convolution for Semantic Segmentation Panqu Wang Pengfei Chen Ye Yuan Ding Liu Zehua Huang Xiaodi Hou G. Cottrell SSeg 114 1,697 0 27 Feb 2017
WaterGAN: Unsupervised Generative Network to Enable Real-time Color Correction of Monocular Underwater Images Jie Li Katherine A. Skinner Ryan Eustice Matthew Johnson-Roberson GAN 101 684 0 23 Feb 2017
Pixel-wise Ear Detection with Convolutional Encoder-Decoder Networks Žiga Emeršič Luka Lan Gabriel Vitomir Štruc Peter Peer 160 26 0 01 Feb 2017
Spatial Aggregation of Holistically-Nested Convolutional Neural Networks for Automated Pancreas Localization and Segmentation H. Roth Le Lu Nathan S. Lay Adam P. Harrison A. Farag Andrew Sohn Ronald M. Summers 93 287 0 31 Jan 2017
Exploiting saliency for object segmentation from image level labels Seong Joon Oh Rodrigo Benenson Anna Khoreva Zeynep Akata Mario Fritz Bernt Schiele SSeg 416 202 0 28 Jan 2017
Fusion of Heterogeneous Data in Convolutional Networks for Urban Semantic Labeling (Invited Paper) Nicolas Audebert Bertrand Le Saux Sébastien Lefèvre 44 35 0 20 Jan 2017
CNN-based Segmentation of Medical Imaging Data Baris Kayalibay Grady Jensen Patrick van der Smagt SSeg 237 416 0 11 Jan 2017
Semantic Video Segmentation by Gated Recurrent Flow Propagation David Nilsson C. Sminchisescu 215 224 0 28 Dec 2016
MultiNet: Real-time Joint Semantic Reasoning for Autonomous Driving Marvin Teichmann Michael Weber Johann Marius Zöllner R. Cipolla R. Urtasun SSeg 107 702 0 22 Dec 2016
Beyond Skip Connections: Top-Down Modulation for Object Detection Abhinav Shrivastava Rahul Sukthankar Jitendra Malik Abhinav Gupta ObjD 117 321 0 20 Dec 2016
Exploring the Design Space of Deep Convolutional Neural Networks at Large Scale F. Iandola 3DV 53 19 0 20 Dec 2016
CSVideoNet: A Real-time End-to-end Learning Framework for High-frame-rate Video Compressive Sensing Kai Xu Fengbo Ren 98 8 0 15 Dec 2016
End-to-End Deep Reinforcement Learning for Lane Keeping Assist Ahmad El-Sallab Mohammed Abdou E. Perot S. Yogamani 77 176 0 13 Dec 2016
A Binary Convolutional Encoder-decoder Network for Real-time Natural Scene Text Processing Zichuan Liu Yixing Li Fengbo Ren Hao Yu 38 11 0 12 Dec 2016
Generalized Deep Image to Image Regression Venkataraman Santhanam Vlad I. Morariu L. Davis 3DV 60 73 0 10 Dec 2016
Automatic Model Based Dataset Generation for Fast and Accurate Crop and Weeds Detection M. D. Cicco Ciro Potena Giorgio Grisetti Alberto Pretto 95 124 0 09 Dec 2016
Feedback Neural Network for Weakly Supervised Geo-Semantic Segmentation Xianming Liu Amy Zhang T. Tiecke A. Gros Thomas S. Huang 33 7 0 08 Dec 2016
Predicting Ground-Level Scene Layout from Aerial Imagery Menghua Zhai Zachary Bessinger Scott Workman Nathan Jacobs 130 228 0 08 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 135 604 0 05 Dec 2016
Pyramid Scene Parsing Network Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia VOS SSeg 921 12,090 0 04 Dec 2016
The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation S. Jégou M. Drozdzal David Vazquez Adriana Romero Yoshua Bengio SSeg 243 1,583 0 28 Nov 2016
Dense Prediction on Sequences with Time-Dilated Convolutions for Speech Recognition Tom Sercu Vaibhava Goel VLM 118 55 0 28 Nov 2016
Learning Deep Representations Using Convolutional Auto-encoders with Symmetric Skip Connections Jianfeng Dong Xiao-Jiao Mao Chunhua Shen Yubin Yang SSL 43 6 0 28 Nov 2016
Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes Tobias Pohlen Alexander Hermans Markus Mathias Bastian Leibe SSeg 118 565 0 24 Nov 2016
RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation Guosheng Lin Anton Milan Chunhua Shen Ian Reid AI4TS SSeg 310 2,854 0 20 Nov 2016
Nazr-CNN: Fine-Grained Classification of UAV Imagery for Damage Assessment Nazia Attari Ferda Ofli Mohammad Awad J. Lucas Sanjay Chawla 108 44 0 20 Nov 2016
Convolutional Gated Recurrent Networks for Video Segmentation Mennatullah Siam Sepehr Valipour Martin Jägersand Nilanjan Ray VOS 112 101 0 16 Nov 2016
OctNet: Learning Deep 3D Representations at High Resolutions Gernot Riegler Ali O. Ulusoy Andreas Geiger 3DV 3DPC 317 1,483 0 15 Nov 2016
High-Resolution Semantic Labeling with Convolutional Neural Networks Emmanuel Maggiori Y. Tarabalka Guillaume Charpiat Pierre Alliez SSeg 70 173 0 07 Nov 2016
Towards Lifelong Self-Supervision: A Deep Learning Direction for Robotics J. M. Wong 94 11 0 01 Nov 2016
Deep Structured Features for Semantic Segmentation Michael Tschannen Lukas Cavigelli Fabian Mentzer Thomas Wiatowski Luca Benini SSeg 103 14 0 26 Sep 2016
Semantic Segmentation of Earth Observation Data Using Multimodal and Multi-scale Deep Networks Nicolas Audebert Bertrand Le Saux Sébastien Lefèvre SSeg 136 385 0 22 Sep 2016
Multi-Path Feedback Recurrent Neural Network for Scene Parsing Xiaojie Jin Yunpeng Chen Jiashi Feng Zequn Jie Shuicheng Yan 90 32 0 27 Aug 2016
Fine Hand Segmentation using Convolutional Neural Networks Tadej Vodopivec Vincent Lepetit Peter Peer 40 16 0 26 Aug 2016
STFCN: Spatio-Temporal FCN for Semantic Video Segmentation Mohsen Fayyaz M. H. Saffar Mohammad Sabokrou M. Fathy Reinhard Klette Fay Huang 66 56 0 21 Aug 2016
A Recurrent Encoder-Decoder Network for Sequential Face Alignment Xi Peng Rogerio Feris Xiaoyu Wang Dimitris N. Metaxas CVBM 242 141 0 19 Aug 2016
Semantic Understanding of Scenes through the ADE20K Dataset Bolei Zhou Hang Zhao Xavier Puig Tete Xiao Sanja Fidler Adela Barriuso Antonio Torralba SSeg 432 1,903 0 18 Aug 2016
Multi-level Contextual RNNs with Attention Model for Scene Labeling Heng Fan Xue Mei Danil Prokhorov Haibin Ling 104 49 0 08 Jul 2016
Deep Learning Markov Random Field for Semantic Segmentation Ziwei Liu Xiaoxiao Li Ping Luo Chen Change Loy Xiaoou Tang 3DV 114 161 0 23 Jun 2016
ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation Adam Paszke Abhishek Chaurasia Sangpil Kim Eugenio Culurciello SSeg 361 2,086 0 07 Jun 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 595 18,385 0 02 Jun 2016
Kernel Mean Embedding of Distributions: A Review and Beyond Krikamol Muandet Stef Garasto C. Cantwell Bernhard Schölkopf 57 20 0 31 May 2016
Pixel-level Encoding and Depth Layering for Instance-level Semantic Labeling J. Uhrig Marius Cordts Uwe Franke Thomas Brox SSeg 87 174 0 18 Apr 2016
Infrared Colorization Using Deep Convolutional Neural Networks Matthias Limmer Hendrik P. A. Lensch 102 142 0 08 Apr 2016
The Cityscapes Dataset for Semantic Urban Scene Understanding Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele 1.4K 11,702 0 06 Apr 2016
Training Constrained Deconvolutional Networks for Road Scene Semantic Segmentation G. Ros Simon Stent P. Alcantarilla Tomoki Watanabe 68 55 0 06 Apr 2016
Stacked Hourglass Networks for Human Pose Estimation Alejandro Newell Kaiyu Yang Jia Deng 3DH 141 5,046 0 22 Mar 2016
SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size F. Iandola Song Han Matthew W. Moskewicz Khalid Ashraf W. Dally Kurt Keutzer 269 7,522 0 24 Feb 2016
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 112 251 0 22 Nov 2015
Bayesian SegNet: Model Uncertainty in Deep Convolutional Encoder-Decoder Architectures for Scene Understanding Alex Kendall Vijay Badrinarayanan R. Cipolla UQCV BDL 131 1,069 0 09 Nov 2015