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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
RTSeg: Real-time Semantic Segmentation Comparative Study Mennatullah Siam M. Gamal Moemen Abdel-Razek S. Yogamani Martin Jägersand SSeg 98 116 0 07 Mar 2018
Concurrent Spatial and Channel Squeeze & Excitation in Fully Convolutional Networks Abhijit Guha Roy Nassir Navab Christian Wachinger 107 814 0 07 Mar 2018
The Earth ain't Flat: Monocular Reconstruction of Vehicles on Steep and Graded Roads from a Moving Camera J. Ansari Sarthak Sharma Anshuman Majumdar Krishna Murthy Jatavallabhula K. M. Krishna 56 39 0 06 Mar 2018
Building an Integrated Mobile Robotic System for Real-Time Applications in Construction Khashayar Asadi Hariharan Ramshankar Harish Pullagurla Aishwarya Bhandare Suraj Shanbhag P. Mehta S. Kundu Kevin K. Han Edgar J. Lobaton Tianfu Wu 50 21 0 05 Mar 2018
Predicting Out-of-View Feature Points for Model-Based Camera Pose Estimation Oliver Moolan-Feroze Andrew Calway 49 3 0 05 Mar 2018
Resampling Forgery Detection Using Deep Learning and A-Contrario Analysis A. Flenner Lawrence A. Peterson Jason Bunk Tajuddin Manhar Mohammed L. Nataraj B. S. Manjunath AAML 23 21 0 01 Mar 2018
Multimodal Sensor-Based Semantic 3D Mapping for a Large-Scale Environment Jongmin Jeong T. Yoon Jin Bae Park 3DPC 95 29 0 28 Feb 2018
IM2HEIGHT: Height Estimation from Single Monocular Imagery via Fully Residual Convolutional-Deconvolutional Network Lichao Mou Xiaoxiang Zhu MDE 96 120 0 28 Feb 2018
Simultaneous Traffic Sign Detection and Boundary Estimation using Convolutional Neural Network Hee Seok Lee Kang-jik Kim 79 130 0 27 Feb 2018
Single-View Food Portion Estimation: Learning Image-to-Energy Mappings Using Generative Adversarial Networks S. Fang Zeman Shao Runyu Mao Chichen Fu Deborah Kerr C. Boushey Edward J. Delp Fengqing Zhu GAN MedIm 93 48 0 27 Feb 2018
Bonnet: An Open-Source Training and Deployment Framework for Semantic Segmentation in Robotics using CNNs Andres Milioto C. Stachniss SSeg 99 86 0 25 Feb 2018
Recurrent Residual Convolutional Neural Network based on U-Net (R2U-Net) for Medical Image Segmentation Md. Zahangir Alom Mahmudul Hasan C. Yakopcic T. Taha V. Asari SSeg 155 1,022 0 20 Feb 2018
Bayesian Uncertainty Estimation for Batch Normalized Deep Networks Mattias Teye Hossein Azizpour Kevin Smith BDL UQCV 172 241 0 18 Feb 2018
A Collaborative Computer Aided Diagnosis (C-CAD) System with Eye-Tracking, Sparse Attentional Model, and Deep Learning Naji Khosravan H. Celik Baris Turkbey E. Jones Bradford J. Wood Ulas Bagci 88 89 0 17 Feb 2018
Deep Learning Models Delineates Multiple Nuclear Phenotypes in H&E Stained Histology Sections M. Khoshdeli B. Parvin 47 11 0 13 Feb 2018
Deep learning based supervised semantic segmentation of Electron Cryo-Subtomograms Chang Liu Xiangrui Zeng Ruogu Lin Xiaodan Liang Z. Freyberg Eric Xing Min Xu 38 15 0 12 Feb 2018
Boosting Image Forgery Detection using Resampling Features and Copy-move analysis Tajuddin Manhar Mohammed Jason Bunk L. Nataraj Jawadul H. Bappy A. Flenner B. S. Manjunath S. Chandrasekaran Amit K. Roy-Chowdhury Lawrence A. Peterson 32 25 0 09 Feb 2018
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam SSeg 594 13,279 0 07 Feb 2018
Fair comparison of skin detection approaches on publicly available datasets A. Lumini L. Nanni 84 34 0 07 Feb 2018
A Multiresolution Convolutional Neural Network with Partial Label Training for Annotating Reflectance Confocal Microscopy Images of Skin Alican Bozkurt Kivanc Kose C. Alessi-Fox M. Gill Dana H. Brooks Jennifer G. Dy M. Rajadhyaksha 49 25 0 05 Feb 2018
Learning Semantic Segmentation with Diverse Supervision Linwei Ye Zhi Liu Yang Wang SSL SSeg 79 16 0 01 Feb 2018
Recovering from Random Pruning: On the Plasticity of Deep Convolutional Neural Networks Deepak Mittal S. Bhardwaj Mitesh M. Khapra Balaraman Ravindran VLM 80 66 0 31 Jan 2018
PDNet: Semantic Segmentation integrated with a Primal-Dual Network for Document binarization K. R. Ayyalasomayajula F. Malmberg Anders Brun 51 29 0 26 Jan 2018
Deep Learning for End-to-End Automatic Target Recognition from Synthetic Aperture Radar Imagery Hidetoshi Furukawa 84 35 0 25 Jan 2018
NDDR-CNN: Layerwise Feature Fusing in Multi-Task CNNs by Neural Discriminative Dimensionality Reduction Yuan Gao Jiayi Ma Mingbo Zhao Wen Liu Alan Yuille 107 255 0 25 Jan 2018
Learning to Prune Filters in Convolutional Neural Networks Qiangui Huang S. Kevin Zhou Suya You Ulrich Neumann VLM 102 177 0 23 Jan 2018
Semi-Supervised Convolutional Neural Networks for Human Activity Recognition Mingzhi Zeng Tong Yu Tianlin Li Le T. Nguyen Ole J. Mengshoel Ian Lane SSL HAI 75 63 0 22 Jan 2018
Bayesian Deep Convolutional Encoder-Decoder Networks for Surrogate Modeling and Uncertainty Quantification Yinhao Zhu N. Zabaras UQCV BDL 115 649 0 21 Jan 2018
An End-to-End Deep Learning Histochemical Scoring System for Breast Cancer Tissue Microarray Jingxin Liu Bolei Xu C. Zheng Yuanhao Gong J. Garibaldi D. Soria Andew Green I. Ellis Wenbin Zou Guoping Qiu 52 48 0 19 Jan 2018
StressedNets: Efficient Feature Representations via Stress-induced Evolutionary Synthesis of Deep Neural Networks M. Shafiee Brendan Chwyl Francis Li Rongyan Chen Michelle Karg C. Scharfenberger A. Wong 23 7 0 16 Jan 2018
Autonomous Driving in Reality with Reinforcement Learning and Image Translation N. Xu Bowen Tan Bingyu Kong 76 36 0 13 Jan 2018
QuickNAT: A Fully Convolutional Network for Quick and Accurate Segmentation of Neuroanatomy Abhijit Guha Roy Sailesh Conjeti Nassir Navab Christian Wachinger 91 229 0 12 Jan 2018
Application of a semantic segmentation convolutional neural network for accurate automatic detection and mapping of solar photovoltaic arrays in aerial imagery Joseph A. Camilo Rui Wang L. Collins Kyle Bradbury Jordan M. Malof 50 45 0 11 Jan 2018
From Superpixel to Human Shape Modelling for Carried Object Detection F. Ghadiri R. Bergevin Guillaume-Alexandre Bilodeau 52 10 0 10 Jan 2018
BUSIS: A Benchmark for Breast Ultrasound Image Segmentation Min Xian Yingtao Zhang H. Cheng Fei Xu Kuan Huang Boyu Zhang Jianrui Ding C. Ning Ying Wang 69 62 0 09 Jan 2018
Semantic Segmentation via Highly Fused Convolutional Network with Multiple Soft Cost Functions Tao Yang Yan Wu Junqiao Zhao Linting Guan SSeg 141 37 0 04 Jan 2018
Deep Spatial Feature Reconstruction for Partial Person Re-identification: Alignment-Free Approach Lingxiao He Jian Liang Haiqing Li Zhenan Sun 132 291 0 03 Jan 2018
Semantic Segmentation of Human Thigh Quadriceps Muscle in Magnetic Resonance Images E. Ahmad Manu Goyal J. McPhee H. Degens Moi Hoon Yap 66 17 0 01 Jan 2018
Brain Tumor Segmentation Based on Refined Fully Convolutional Neural Networks with A Hierarchical Dice Loss Jiachi Zhang Xiaolei Shen Tianqi Zhuo Hong Zhou 161 39 0 25 Dec 2017
Boundary-sensitive Network for Portrait Segmentation Xianzhi Du Xiaolong Wang Dawei Li Jingwen Zhu Serafettin Tasci Cameron Upright Stephen Walsh L. Davis SSeg 43 21 0 22 Dec 2017
Image Segmentation to Distinguish Between Overlapping Human Chromosomes R. Hu J. Karnowski R. Fadely J. Pommier 53 30 0 20 Dec 2017
SuperPoint: Self-Supervised Interest Point Detection and Description Daniel DeTone Tomasz Malisiewicz Andrew Rabinovich 3DPC 211 2,504 0 20 Dec 2017
On the Diversity of Realistic Image Synthesis Zichen Yang Haifeng Liu Deng Cai 42 6 0 20 Dec 2017
Learning Representations from Road Network for End-to-End Urban Growth Simulation Saptarshi Pal S. Ghosh AI4TS 13 0 0 19 Dec 2017
Pointwise Convolutional Neural Networks Binh-Son Hua Minh-Khoi Tran Sai-Kit Yeung 3DPC 3DV 80 509 0 14 Dec 2017
Error Correction for Dense Semantic Image Labeling Yu-Hui Huang Xu Jia Stamatios Georgoulis Tinne Tuytelaars Luc Van Gool VLM 118 7 0 11 Dec 2017
An End to End Deep Neural Network for Iris Segmentation in Unconstraint Scenarios S. Bazrafkan Shejin Thavalengal Peter Corcoran 3DV 101 77 0 07 Dec 2017
Generative Adversarial Perturbations Omid Poursaeed Isay Katsman Bicheng Gao Serge J. Belongie AAML GAN WIGM 96 356 0 06 Dec 2017
Joint 3D Proposal Generation and Object Detection from View Aggregation Jason Ku Melissa Mozifian Jungwook Lee Ali Harakeh Steven Waslander 3DPC 114 1,401 0 06 Dec 2017
Real-time Semantic Image Segmentation via Spatial Sparsity Zifeng Wu Chunhua Shen Anton Van Den Hengel SSeg 128 64 0 01 Dec 2017