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
Deep Spatio-Temporal Random Fields for Efficient Video Segmentation Siddhartha Chandra Camille Couprie Iasonas Kokkinos 18 60 0 03 Jul 2018
Deep convolutional encoder-decoder networks for uncertainty quantification of dynamic multiphase flow in heterogeneous media S. Mo Yinhao Zhu N. Zabaras Xiaoqing Shi Jichun Wu AI4CE 24 272 0 02 Jul 2018
Learning to Drive in a Day Alex Kendall Jeffrey Hawke David Janz Przemyslaw Mazur Daniele Reda John M. Allen Vinh-Dieu Lam Alex Bewley Amar Shah 42 643 0 01 Jul 2018
MoE-SPNet: A Mixture-of-Experts Scene Parsing Network Huan Fu Biwei Huang Chaohui Wang Dacheng Tao MoE 26 18 0 19 Jun 2018
Semantic Video Segmentation: A Review on Recent Approaches M. H. Saffar Mohsen Fayyaz Mohammad Sabokrou M. Fathy 20 11 0 16 Jun 2018
PCAS: Pruning Channels with Attention Statistics for Deep Network Compression Kohei Yamamoto K. Maeno 24 32 0 14 Jun 2018
Imperfect Segmentation Labels: How Much Do They Matter? N. Heller Joshua Dean Nikolaos Papanikolopoulos 30 37 0 12 Jun 2018
U-SegNet: Fully Convolutional Neural Network based Automated Brain tissue segmentation Tool Pulkit Kumar Pravin Nagar Chetan Arora Anubha Gupta 16 89 0 12 Jun 2018
Retinal Optic Disc Segmentation using Conditional Generative Adversarial Network V. Singh Hatem A. Rashwan Farhan Akram Nidhi Pandey Md. Mostafa Kamal Sarker Adel Saleh Saddam Abdulwahab Najlaa Maaroof S. Romaní D. Puig GAN MedIm 28 29 0 11 Jun 2018
DFNet: Semantic Segmentation on Panoramic Images with Dynamic Loss Weights and Residual Fusion Block Wei Jiang Yan Wu 22 17 0 11 Jun 2018
IVUS-Net: An Intravascular Ultrasound Segmentation Network Ji Yang Lin Tong M. Faraji A. Basu 18 68 0 10 Jun 2018
Joint Stem Detection and Crop-Weed Classification for Plant-specific Treatment in Precision Farming Philipp Lottes Jens Behley Nived Chebrolu Andres Milioto C. Stachniss 32 68 0 09 Jun 2018
Fully Convolutional Networks with Sequential Information for Robust Crop and Weed Detection in Precision Farming Philipp Lottes Jens Behley Andres Milioto C. Stachniss 21 202 0 09 Jun 2018
MILD-Net: Minimal Information Loss Dilated Network for Gland Instance Segmentation in Colon Histology Images S. Graham Hao Chen Jevgenij Gamper Qi Dou Pheng-Ann Heng David R. J. Snead Yee Wah Tsang Nasir M. Rajpoot MedIm 19 302 0 05 Jun 2018
Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images Sachin Mehta E. Mercan Jamen Bartlett D. Weaver J. Elmore Linda G. Shapiro 21 195 0 04 Jun 2018
RedNet: Residual Encoder-Decoder Network for indoor RGB-D Semantic Segmentation Jindong Jiang Lunan Zheng Fei Luo Zhijun Zhang 3DPC SSeg 19 212 0 04 Jun 2018
PeerNets: Exploiting Peer Wisdom Against Adversarial Attacks Jan Svoboda Jonathan Masci Federico Monti M. Bronstein Leonidas J. Guibas AAML GNN 33 41 0 31 May 2018
Vehicle Instance Segmentation from Aerial Image and Video Using a Multi-Task Learning Residual Fully Convolutional Network Lichao Mou Xiaoxiang Zhu SSeg 28 154 0 26 May 2018
Pyramid Attention Network for Semantic Segmentation Hanchao Li Pengfei Xiong Jie An Lingxue Wang SSeg 27 839 0 25 May 2018
Image-to-image translation for cross-domain disentanglement Abel Gonzalez-Garcia Joost van de Weijer Yoshua Bengio DRL 25 240 0 24 May 2018
Complex Relations in a Deep Structured Prediction Model for Fine Image Segmentation Cristina Mata Guy Ben-Yosef Boris Katz 24 0 0 24 May 2018
Building Extraction at Scale using Convolutional Neural Network: Mapping of the United States Hsiuhan Lexie Yang Jiangye Yuan D. Lunga M. Laverdiere A. Rose B. Bhaduri 35 175 0 23 May 2018
Comparison of Semantic Segmentation Approaches for Horizon/Sky Line Detection Touqeer Ahmad P. Campr Martin Cadík G. Bebis 29 18 0 21 May 2018
DenseImage Network: Video Spatial-Temporal Evolution Encoding and Understanding Xiaokai Chen Ke Gao VGen 21 5 0 19 May 2018
Auxiliary Tasks in Multi-task Learning Lukas Liebel Marco Körner SSL 19 246 0 16 May 2018
LMNet: Real-time Multiclass Object Detection on CPU using 3D LiDAR Kazuki Minemura Hengfui Liau Abraham Monrroy Shinpei Kato 23 55 0 13 May 2018
ContextNet: Exploring Context and Detail for Semantic Segmentation in Real-time Rudra P. K. Poudel Ujwal D. Bonde Stephan Liwicki Christopher Zach SSeg 38 230 0 11 May 2018
Loss-Calibrated Approximate Inference in Bayesian Neural Networks Adam D. Cobb Stephen J. Roberts Y. Gal BDL UQCV 25 43 0 10 May 2018
SPG-Net: Segmentation Prediction and Guidance Network for Image Inpainting Yuhang Song Chao Yang Yeji Shen Peng Wang Qin Huang C.-C. Jay Kuo 35 175 0 09 May 2018
High throughput quantitative metallography for complex microstructures using deep learning: A case study in ultrahigh carbon steel Brian L. DeCost Bo Lei T. Francis Elizabeth A. Holm AI4CE 25 143 0 04 May 2018
Semantic segmentation of mFISH images using convolutional networks Esteban Pardo José F. M. Morgado N. Malpica 30 23 0 03 May 2018
Adapting Mask-RCNN for Automatic Nucleus Segmentation Jeremiah W. Johnson SSeg 24 156 0 01 May 2018
On the iterative refinement of densely connected representation levels for semantic segmentation Arantxa Casanova Guillem Cucurull M. Drozdzal Adriana Romero Yoshua Bengio SSeg 31 24 0 30 Apr 2018
TreeSegNet: Adaptive Tree CNNs for Subdecimeter Aerial Image Segmentation Kai Yue Lei Yang Ruirui Li Wei Hu Fan Zhang Wei Li SSeg 29 4 0 29 Apr 2018
Mapping Road Lanes Using Laser Remission and Deep Neural Networks Raphael V. Carneiro R. C. Nascimento Rânik Guidolini Vinicius B. Cardoso Thiago Oliveira-Santos C. Badue Alberto F. de Souza AI4CE 29 6 0 27 Apr 2018
Stacked U-Nets: A No-Frills Approach to Natural Image Segmentation Sohil Shah P. Ghosh L. Davis Tom Goldstein SSeg 26 55 0 27 Apr 2018
Learning a Discriminative Feature Network for Semantic Segmentation Changqian Yu Jingbo Wang Chao Peng Changxin Gao Gang Yu Nong Sang SSeg 13 759 0 25 Apr 2018
An Information-Theoretic View for Deep Learning Jingwei Zhang Tongliang Liu Dacheng Tao MLT FAtt 21 25 0 24 Apr 2018
DCAN: Dual Channel-wise Alignment Networks for Unsupervised Scene Adaptation Zuxuan Wu Xintong Han Yen-Liang Lin M. Uzunbas Tom Goldstein Ser Nam Lim L. Davis 24 263 0 16 Apr 2018
Data-Dependent Coresets for Compressing Neural Networks with Applications to Generalization Bounds Cenk Baykal Lucas Liebenwein Igor Gilitschenski Dan Feldman Daniela Rus 25 79 0 15 Apr 2018
Capsules for Object Segmentation Rodney LaLonde Ulas Bagci SSeg MedIm 33 270 0 11 Apr 2018
Drive Video Analysis for the Detection of Traffic Near-Miss Incidents Hirokatsu Kataoka Teppei Suzuki S. Oikawa Y. Matsui Y. Satoh 24 38 0 07 Apr 2018
Monocular Semantic Occupancy Grid Mapping with Convolutional Variational Encoder-Decoder Networks Chenyang Lu M. V. D. van de Molengraft Gijs Dubbelman 10 161 0 06 Apr 2018
Regularizing Deep Networks by Modeling and Predicting Label Structure Mohammadreza Mostajabi Michael Maire Gregory Shakhnarovich NoLa 24 32 0 05 Apr 2018
Look into Person: Joint Body Parsing & Pose Estimation Network and A New Benchmark Xiaodan Liang Ke Gong Xiaohui Shen Liang Lin 3DH 30 352 0 05 Apr 2018
Low-Latency Video Semantic Segmentation Yule Li Jianping Shi Dahua Lin VOS SSeg 21 161 0 02 Apr 2018
A Survey on Deep Learning Methods for Robot Vision Javier Ruiz-del-Solar P. Loncomilla Naiomi Soto 31 60 0 28 Mar 2018
Learning Depth from Single Images with Deep Neural Network Embedding Focal Length Lei He Guanghui Wang Zhanyi Hu MDE 26 172 0 27 Mar 2018
Diagonalwise Refactorization: An Efficient Training Method for Depthwise Convolutions Zheng Qin Zhaoning Zhang Dongsheng Li Yiming Zhang Yuxing Peng 25 28 0 27 Mar 2018
Generalizability vs. Robustness: Adversarial Examples for Medical Imaging Magdalini Paschali Sailesh Conjeti Fernando Navarro Nassir Navab OOD MedIm AAML 27 92 0 23 Mar 2018