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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
MoE-SPNet: A Mixture-of-Experts Scene Parsing Network Huan Fu Biwei Huang Chaohui Wang Dacheng Tao MoE 87 18 0 19 Jun 2018
Semantic Video Segmentation: A Review on Recent Approaches M. H. Saffar Mohsen Fayyaz Mohammad Sabokrou M. Fathy 46 11 0 16 Jun 2018
Recurrent Multiresolution Convolutional Networks for VHR Image Classification J. R. Bergado Claudio Persello Alfred Stein 42 66 0 15 Jun 2018
PCAS: Pruning Channels with Attention Statistics for Deep Network Compression Kohei Yamamoto K. Maeno 68 33 0 14 Jun 2018
Imperfect Segmentation Labels: How Much Do They Matter? N. Heller Joshua Dean Nikolaos Papanikolopoulos 94 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 43 90 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 51 30 0 11 Jun 2018
DFNet: Semantic Segmentation on Panoramic Images with Dynamic Loss Weights and Residual Fusion Block Wei Jiang Yan Wu 69 17 0 11 Jun 2018
DOOBNet: Deep Object Occlusion Boundary Detection from an Image Guoxia Wang Xiaohui Liang Frederick W. B. Li 67 31 0 11 Jun 2018
IVUS-Net: An Intravascular Ultrasound Segmentation Network Ji Yang Lin Tong M. Faraji A. Basu 29 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 51 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 73 205 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 102 307 0 05 Jun 2018
CFCM: Segmentation via Coarse to Fine Context Memory Fausto Milletari Nicola Rieke Maximilian Baust M. Esposito Nassir Navab 82 48 0 04 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 109 196 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 131 217 0 04 Jun 2018
Probabilistic Model of Visual Segmentation Jonathan Vacher Pascal Mamassian Ruben Coen-Cagli VLM 31 1 0 31 May 2018
PeerNets: Exploiting Peer Wisdom Against Adversarial Attacks Jan Svoboda Jonathan Masci Federico Monti M. Bronstein Leonidas Guibas AAML GNN 88 41 0 31 May 2018
Multi-region segmentation of bladder cancer structures in MRI with progressive dilated convolutional networks Jose Dolz Xiaopan Xu Jérôme Rony Jing Yuan Yang Liu Eric Granger Christian Desrosiers Xi Zhang Ismail Ben Ayed Hongbing Lu MedIm 93 80 0 28 May 2018
Vehicle Instance Segmentation from Aerial Image and Video Using a Multi-Task Learning Residual Fully Convolutional Network Lichao Mou Xiaoxiang Zhu SSeg 65 155 0 26 May 2018
Pyramid Attention Network for Semantic Segmentation Hanchao Li Pengfei Xiong Jie An Lingxue Wang SSeg 203 852 0 25 May 2018
$f-CNN$^{\text{x}}$: A Toolflow for Mapping Multi-CNN Applications on FPGAs$ f-CNN $^{\text{x}}$ : A Toolflow for Mapping Multi-CNN Applications on FPGAs Stylianos I. Venieris C. Bouganis 76 25 0 25 May 2018
Image-to-image translation for cross-domain disentanglement Abel Gonzalez-Garcia Joost van de Weijer Yoshua Bengio DRL 105 243 0 24 May 2018
Segmentation of Liver Lesions with Reduced Complexity Deep Models R. Pandey Aswin Vasan A. G. Ramakrishnan SSeg MedIm 73 14 0 23 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 57 175 0 23 May 2018
CascadeCNN: Pushing the performance limits of quantisation Alexandros Kouris Stylianos I. Venieris C. Bouganis MQ 56 24 0 22 May 2018
Learning long-range spatial dependencies with horizontal gated-recurrent units Drew Linsley Junkyung Kim Vijay Veerabadran Thomas Serre 93 160 0 21 May 2018
Comparison of Semantic Segmentation Approaches for Horizon/Sky Line Detection Touqeer Ahmad P. Campr Martin Cadík G. Bebis 63 18 0 21 May 2018
Unsupervised Video Object Segmentation for Deep Reinforcement Learning Vikrant Goel James Weng Pascal Poupart OCL 75 66 0 20 May 2018
Multi-Step Prediction of Dynamic Systems with Recurrent Neural Networks Nima Mohajerin Steven L. Waslander AI4CE 101 91 0 20 May 2018
DenseImage Network: Video Spatial-Temporal Evolution Encoding and Understanding Xiaokai Chen Ke Gao VGen 55 6 0 19 May 2018
DeepGlobe 2018: A Challenge to Parse the Earth through Satellite Images Ilke Demir Krzysztof Koperski David Lindenbaum Guan Pang Jing Huang Saikat Basu Forest Hughes D. Tuia Ramesh Raskar 62 848 0 17 May 2018
Auxiliary Tasks in Multi-task Learning Lukas Liebel Marco Körner SSL 84 256 0 16 May 2018
LMNet: Real-time Multiclass Object Detection on CPU using 3D LiDAR Kazuki Minemura Hengfui Liau Abraham Monrroy Shinpei Kato 148 57 0 13 May 2018
Convolutional CRFs for Semantic Segmentation Marvin Teichmann R. Cipolla SSeg 77 110 0 12 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 83 232 0 11 May 2018
Multi-View Semantic Labeling of 3D Point Clouds for Automated Plant Phenotyping Bernhard Japes Jennifer Mack F. Rist Katja Herzog R. Töpfer Volker Steinhage 3DPC 42 6 0 10 May 2018
Loss-Calibrated Approximate Inference in Bayesian Neural Networks Adam D. Cobb Stephen J. Roberts Y. Gal BDL UQCV 84 43 0 10 May 2018
Facade Segmentation in the Wild John C. Femiani W. Para Niloy Mitra Peter Wonka CVBM 39 24 0 09 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 95 176 0 09 May 2018
Combo Loss: Handling Input and Output Imbalance in Multi-Organ Segmentation Saeid Asgari Taghanaki Yefeng Zheng S. Kevin Zhou Bogdan Georgescu Puneet Sharma Daguang Xu Dorin Comaniciu Ghassan Hamarneh 103 341 0 08 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 44 144 0 04 May 2018
Semantic segmentation of mFISH images using convolutional networks Esteban Pardo José F. M. Morgado N. Malpica 37 23 0 03 May 2018
Adapting Mask-RCNN for Automatic Nucleus Segmentation Jeremiah W. Johnson SSeg 163 157 0 01 May 2018
Semantic Binary Segmentation using Convolutional Networks without Decoders Shubhra Aich William van der Kamp Ian Stavness 3DV 89 33 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 145 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 62 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 76 7 0 27 Apr 2018
Stacked U-Nets: A No-Frills Approach to Natural Image Segmentation Sohil Shah P. Ghosh L. Davis Tom Goldstein SSeg 91 56 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 83 763 0 25 Apr 2018