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 / 2,183 papers shown

Title
Minimizing Supervision for Free-space Segmentation Satoshi Tsutsui Tommi Kerola Shunta Saito David J. Crandall 36 22 0 16 Nov 2017
Squeeze-SegNet: A new fast Deep Convolutional Neural Network for Semantic Segmentation Géraldin Nanfack Azeddine Elhassouny Rachid Oulad Haj Thami SSeg 44 22 0 15 Nov 2017
Grab, Pay and Eat: Semantic Food Detection for Smart Restaurants Eduardo Aguilar Beatriz Remeseiro Marc Bolaños Petia Radeva 39 106 0 14 Nov 2017
Curve-Structure Segmentation from Depth Maps: A CNN-based Approach and Its Application to Exploring Cultural Heritage Objects Yuhang Lu Jun Zhou Jing Wang Jun Chen Karen Smith Colin Wilder Song Wang 50 14 0 07 Nov 2017
GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks Zhao Chen Vijay Badrinarayanan Chen-Yu Lee Andrew Rabinovich ODL 47 1,262 0 07 Nov 2017
Rethinking Convolutional Semantic Segmentation Learning Mrinal Haloi BDL 32 4 0 22 Oct 2017
DeepSolarEye: Power Loss Prediction and Weakly Supervised Soiling Localization via Fully Convolutional Networks for Solar Panels Sachin Mehta A. Azad Saneem A. Chemmengath V. Raykar S. Kalyanaraman 38 81 0 10 Oct 2017
X-View: Graph-Based Semantic Multi-View Localization Abel Gawel Carlo Del Don Roland Siegwart Juan I. Nieto Cesar Cadena 43 155 0 28 Sep 2017
Real-time Semantic Segmentation of Crop and Weed for Precision Agriculture Robots Leveraging Background Knowledge in CNNs Andres Milioto Philipp Lottes C. Stachniss 25 362 0 20 Sep 2017
weedNet: Dense Semantic Weed Classification Using Multispectral Images and MAV for Smart Farming Inkyu Sa Zetao Chen Marija Popović R. Khanna F. Liebisch Juan I. Nieto Roland Siegwart 24 266 0 11 Sep 2017
Image Splicing Localization Using A Multi-Task Fully Convolutional Network (MFCN) Ronald Salloum Yuzhuo Ren C.-C. Jay Kuo 23 325 0 06 Sep 2017
SeDAR - Semantic Detection and Ranging: Humans can localise without LiDAR, can robots? Oscar Alejandro Mendez Maldonado Simon Hadfield N. Pugeault Richard Bowden 29 33 0 05 Sep 2017
Multi-label Class-imbalanced Action Recognition in Hockey Videos via 3D Convolutional Neural Networks Konstantin Sozykin Stanislav Protasov A. Khan Rasheed Hussain Jooyoung Lee 35 45 0 05 Sep 2017
Leaf Counting with Deep Convolutional and Deconvolutional Networks Shubhra Aich Ian Stavness 29 154 0 24 Aug 2017
Capturing Long-term Temporal Dependencies with Convolutional Networks for Continuous Emotion Recognition S. Khorram Zakaria Aldeneh Dimitrios Dimitriadis M. McInnis E. Provost 39 39 0 23 Aug 2017
Sharpness-aware Low dose CT denoising using conditional generative adversarial network Xin Yi P. Babyn GAN MedIm 28 261 0 22 Aug 2017
Semantic Instance Segmentation with a Discriminative Loss Function Bert De Brabandere D. Neven Luc Van Gool SSeg 57 443 0 08 Aug 2017
Amulet: Aggregating Multi-level Convolutional Features for Salient Object Detection Pingping Zhang D. Wang Huchuan Lu Hongyu Wang Xiang Ruan 32 734 0 07 Aug 2017
Recurrent Ladder Networks Isabeau Prémont-Schwarz Alexander Ilin T. Hao Antti Rasmus Rinu Boney Harri Valpola 32 41 0 28 Jul 2017
Deep Semantic Segmentation for Automated Driving: Taxonomy, Roadmap and Challenges Mennatullah Siam Sara Elkerdawy Martin Jägersand S. Yogamani 124 166 0 08 Jul 2017
Material Recognition CNNs and Hierarchical Planning for Biped Robot Locomotion on Slippery Terrain Martim Brandao Yukitoshi Minami Shiguematsu K. Hashimoto A. Takanishi 3DV 20 41 0 27 Jun 2017
Self-ensembling for visual domain adaptation Geoffrey French Michal Mackiewicz M. Fisher 19 44 0 16 Jun 2017
A convolutional autoencoder approach for mining features in cellular electron cryo-tomograms and weakly supervised coarse segmentation Xiangrui Zeng M. R. Leung T. Zeev-Ben-Mordehai Min Xu 22 46 0 15 Jun 2017
LinkNet: Exploiting Encoder Representations for Efficient Semantic Segmentation Abhishek Chaurasia Eugenio Culurciello SSeg 18 1,367 0 14 Jun 2017
Dynamic Occupancy Grid Prediction for Urban Autonomous Driving: A Deep Learning Approach with Fully Automatic Labeling Stefan Hoermann Martin Bach Klaus C. J. Dietmayer 29 164 0 24 May 2017
Incorporating Depth into both CNN and CRF for Indoor Semantic Segmentation Jindong Jiang Zhijun Zhang Yongqian Huang Lunan Zheng 45 28 0 21 May 2017
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics Alex Kendall Y. Gal R. Cipolla 3DH 108 3,076 0 19 May 2017
Joint Learning from Earth Observation and OpenStreetMap Data to Get Faster Better Semantic Maps Nicolas Audebert Bertrand Le Saux Sébastien Lefèvre 24 105 0 17 May 2017
No More Discrimination: Cross City Adaptation of Road Scene Segmenters Yi-Hsin Chen Wei-Yu Chen Yu-Ting Chen Bo-Cheng Tsai Y. Wang Min Sun SSeg 28 341 0 27 Apr 2017
Semantic Autoencoder for Zero-Shot Learning Elyor Kodirov Tao Xiang S. Gong VLM 48 819 0 26 Apr 2017
Automatic Liver Lesion Segmentation Using A Deep Convolutional Neural Network Method Xiao Han MedIm 58 155 0 24 Apr 2017
A Review on Deep Learning Techniques Applied to Semantic Segmentation Alberto Garcia-Garcia Sergio Orts Sergiu Oprea Victor Villena-Martinez Jose Garcia-Rodriguez 3DV SSeg 34 1,270 0 22 Apr 2017
Computer Vision for Autonomous Vehicles: Problems, Datasets and State of the Art J. Janai Fatma Guney Aseem Behl Andreas Geiger 10 787 0 18 Apr 2017
Interpretable 3D Human Action Analysis with Temporal Convolutional Networks Tae Soo Kim A. Reiter 3DH 24 600 0 14 Apr 2017
Loss Max-Pooling for Semantic Image Segmentation Samuel Rota Buló Gerhard Neuhold Peter Kontschieder SSeg 33 116 0 10 Apr 2017
Deep Reinforcement Learning framework for Autonomous Driving Ahmad El-Sallab Mohammed Abdou E. Perot S. Yogamani 29 963 0 08 Apr 2017
The Deep Poincaré Map: A Novel Approach for Left Ventricle Segmentation Yuanhan Mo Fangde Liu Douglas McIlwraith Guang Yang Jingqing Zhang T. He Yike Guo 27 2 0 27 Mar 2017
Open Vocabulary Scene Parsing Hang Zhao Xavier Puig Bolei Zhou Sanja Fidler Antonio Torralba VLM 3DV 22 119 0 26 Mar 2017
Predicting Deeper into the Future of Semantic Segmentation Pauline Luc Natalia Neverova Camille Couprie Jakob Verbeek Yann LeCun 23 242 0 22 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
What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? Alex Kendall Y. Gal BDL OOD UD UQCV PER 96 4,645 0 15 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 1,321 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
Depth from Monocular Images using a Semi-Parallel Deep Neural Network (SPDNN) Hybrid Architecture S. Bazrafkan Hossein Javidnia Joseph Lemley Peter Corcoran MDE 12 16 0 10 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
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
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
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
ShaResNet: reducing residual network parameter number by sharing weights Alexandre Boulch 32 26 0 28 Feb 2017
Understanding Convolution for Semantic Segmentation Panqu Wang Pengfei Chen Ye Yuan Ding Liu Zehua Huang Xiaodi Hou G. Cottrell SSeg 38 1,678 0 27 Feb 2017