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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"

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Title
An Information-Theoretic View for Deep Learning Jingwei Zhang Tongliang Liu Dacheng Tao MLT FAtt 243 25 0 24 Apr 2018
Super-resolution Ultrasound Localization Microscopy through Deep Learning Ruud J. G. van Sloun Oren Solomon M. Bruce Zin Z. Khaing H. Wijkstra Yonina C. Eldar M. Mischi 88 140 0 20 Apr 2018
VH-HFCN based Parking Slot and Lane Markings Segmentation on Panoramic Surround View Yan Wu Tao Yang Junqiao Zhao Linting Guan Wei Jiang 61 35 0 19 Apr 2018
Deep Object Co-Segmentation Weihao Li O. Jafari Carsten Rother VLM 73 114 0 17 Apr 2018
DPRed: Making Typical Activation and Weight Values Matter In Deep Learning Computing A. Delmas Sayeh Sharify Patrick Judd Kevin Siu Milos Nikolic Andreas Moshovos MQ 46 3 0 17 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 74 263 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 95 79 0 15 Apr 2018
Closing the Loop for Robotic Grasping: A Real-time, Generative Grasp Synthesis Approach D. Morrison Peter Corke Jurgen Leitner 3DV 110 559 0 14 Apr 2018
Capsules for Object Segmentation Rodney LaLonde Ulas Bagci SSeg MedIm 86 270 0 11 Apr 2018
ExFuse: Enhancing Feature Fusion for Semantic Segmentation Zhenli Zhang Xiangyu Zhang Chao Peng Dazhi Cheng Jian Sun 90 431 0 11 Apr 2018
Estimating Depth from RGB and Sparse Sensing Zhao Chen Vijay Badrinarayanan Gilad Drozdov Andrew Rabinovich MDE 3DV 76 109 0 08 Apr 2018
Drive Video Analysis for the Detection of Traffic Near-Miss Incidents Hirokatsu Kataoka Teppei Suzuki S. Oikawa Y. Matsui Y. Satoh 91 38 0 07 Apr 2018
Telepresence System based on Simulated Holographic Display Diana-Margarita Córdova-Esparza Juan R. Terven Hugo Jiménez-Hernández A. Herrera-Navarro Juan-M. García-Huerta 19 2 0 06 Apr 2018
Monocular Semantic Occupancy Grid Mapping with Convolutional Variational Encoder-Decoder Networks Chenyang Lu M. V. D. van de Molengraft Gijs Dubbelman 71 164 0 06 Apr 2018
Regularizing Deep Networks by Modeling and Predicting Label Structure Mohammadreza Mostajabi Michael Maire Gregory Shakhnarovich NoLa 96 32 0 05 Apr 2018
TrimBot2020: an outdoor robot for automatic gardening N. Strisciuglio Radim Tylecek Michael Blaich N. Petkov P. Bieber ... Torsten Sattler Marc Pollefeys Theo Gevers Thomas Brox Robert B. Fisher 70 54 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 193 354 0 05 Apr 2018
Low-Latency Video Semantic Segmentation Yule Li Jianping Shi Dahua Lin VOS SSeg 99 162 0 02 Apr 2018
Real-time Progressive 3D Semantic Segmentation for Indoor Scene Quang Pham Binh-Son Hua D. Nguyen Sai-Kit Yeung 3DPC SSeg 3DV 114 71 0 01 Apr 2018
Human Semantic Parsing for Person Re-identification Mahdi M. Kalayeh Emrah Basaran Muhittin Gokmen Mustafa E. Kamasak M. Shah 153 591 0 31 Mar 2018
Guide Me: Interacting with Deep Networks Christian Rupprecht Iro Laina Nassir Navab Gregory Hager Federico Tombari HAI 73 38 0 30 Mar 2018
A Survey on Deep Learning Methods for Robot Vision Javier Ruiz-del-Solar P. Loncomilla Naiomi Soto 70 60 0 28 Mar 2018
End-to-End Multi-Task Learning with Attention Shikun Liu Edward Johns Andrew J. Davison CVBM 108 1,063 0 28 Mar 2018
Learning Depth from Single Images with Deep Neural Network Embedding Focal Length Lei He Guanghui Wang Zhanyi Hu MDE 69 173 0 27 Mar 2018
Diagonalwise Refactorization: An Efficient Training Method for Depthwise Convolutions Zheng Qin Zhaoning Zhang Dongsheng Li Yiming Zhang Yuxing Peng 62 28 0 27 Mar 2018
Adversarial Framework for Unsupervised Learning of Motion Dynamics in Videos C. Spampinato S. Palazzo Salvatore D’oro D. Giordano M. Shah GAN 46 8 0 24 Mar 2018
Learning to Reconstruct Texture-less Deformable Surfaces from a Single View Jan Bednarík Pascal Fua Mathieu Salzmann 3DV 3DH 74 45 0 23 Mar 2018
Context Encoding for Semantic Segmentation Hang Zhang Kristin J. Dana Jianping Shi Zhongyue Zhang Xiaogang Wang A. Tyagi Amit Agrawal SSeg 106 1,254 0 23 Mar 2018
Generalizability vs. Robustness: Adversarial Examples for Medical Imaging Magdalini Paschali Sailesh Conjeti Fernando Navarro Nassir Navab OOD MedIm AAML 105 93 0 23 Mar 2018
Revisiting Single Image Depth Estimation: Toward Higher Resolution Maps with Accurate Object Boundaries Junjie Hu Mete Ozay Yan Zhang Takayuki Okatani 3DV 105 379 0 23 Mar 2018
Weakly Supervised Medical Diagnosis and Localization from Multiple Resolutions L. Yao Jordan Prosky Eric Poblenz Ben Covington Kevin Lyman 63 123 0 21 Mar 2018
Ocean Eddy Identification and Tracking using Neural Networks K. Franz R. Roscher Andres Milioto Susanne Wenzel J. Kusche AI4Cl 66 71 0 20 Mar 2018
Segmentation of histological images and fibrosis identification with a convolutional neural network Xiaohang Fu Tong Liu Zhaohan Xiong B. Smaill M. Stiles Jichao Zhao 65 41 0 20 Mar 2018
Flex-Convolution (Million-Scale Point-Cloud Learning Beyond Grid-Worlds) F. Groh P. Wieschollek Hendrik P. A. Lensch 3DPC 106 111 0 20 Mar 2018
Towards Explanation of DNN-based Prediction with Guided Feature Inversion Mengnan Du Ninghao Liu Qingquan Song Helen Zhou FAtt 114 127 0 19 Mar 2018
ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation Sachin Mehta Mohammad Rastegari A. Caspi Linda G. Shapiro Hannaneh Hajishirzi SSeg 165 784 0 19 Mar 2018
Zoom and Learn: Generalizing Deep Stereo Matching to Novel Domains Jiahao Pang Wenxiu Sun Chengxi Yang Jimmy S. J. Ren Ruichao Xiao Jin Zeng Liang Lin 129 56 0 18 Mar 2018
MergeNet: A Deep Net Architecture for Small Obstacle Discovery Krishnam Gupta Syed Ashar Javed Vineet Gandhi Madhava Krishna 78 25 0 17 Mar 2018
Semantic Segmentation of Pathological Lung Tissue with Dilated Fully Convolutional Networks M. Anthimopoulos Stergios Christodoulidis L. Ebner Thomas Geiser Andreas Christe Stavroula Mougiakakou 63 115 0 16 Mar 2018
Dynamic-structured Semantic Propagation Network Xiaodan Liang Hongfei Zhou Eric Xing 170 158 0 16 Mar 2018
Toolflows for Mapping Convolutional Neural Networks on FPGAs: A Survey and Future Directions Stylianos I. Venieris Alexandros Kouris C. Bouganis 76 185 0 15 Mar 2018
Salient Region Segmentation Sen He N. Pugeault FAtt 57 6 0 15 Mar 2018
Context-Aware Mixed Reality: A Framework for Ubiquitous Interaction Long Chen Wen Tang N. John T. Wan Jiangning Zhang 72 16 0 14 Mar 2018
Towards Monocular Digital Elevation Model (DEM) Estimation by Convolutional Neural Networks - Application on Synthetic Aperture Radar Images G. Costante Thomas Alessandro Ciarfuglia Filippo Biondi MDE 24 13 0 14 Mar 2018
Combining Multi-level Contexts of Superpixel using Convolutional Neural Networks to perform Natural Scene Labeling Aritra Das Swarnendu Ghosh Ritesh Sarkhel Sandipan Choudhuri N. Das M. Nasipuri 63 10 0 14 Mar 2018
Automatic Pixelwise Object Labeling for Aerial Imagery Using Stacked U-Nets A. Khalel M. El-Saban 40 49 0 13 Mar 2018
ShuffleSeg: Real-time Semantic Segmentation Network M. Gamal Mennatullah Siam Moemen Abdel-Razek SSeg 68 60 0 10 Mar 2018
Driving Scene Perception Network: Real-time Joint Detection, Depth Estimation and Semantic Segmentation Liangfu Chen Ze Yang J. Ma Zheng Luo 71 47 0 10 Mar 2018
Indoor Scene Understanding in 2.5/3D for Autonomous Agents: A Survey Muzammal Naseer Salman H Khan Fatih Porikli 3DPC 3DV 83 101 0 09 Mar 2018
Fast and Accurate Semantic Mapping through Geometric-based Incremental Segmentation Yoshikatsu Nakajima Keisuke Tateno Federico Tombari Hideo Saito 60 34 0 07 Mar 2018