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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
An End-to-end 3D Convolutional Neural Network for Action Detection and Segmentation in Videos Rui Hou Chen Chen M. Shah MedIm 75 61 0 30 Nov 2017
3DContextNet: K-d Tree Guided Hierarchical Learning of Point Clouds Using Local and Global Contextual Cues Wei Zeng Theo Gevers 3DPC 3DV 78 72 0 30 Nov 2017
Training Convolutional Neural Networks with Limited Training Data for Ear Recognition in the Wild Žiga Emeršič Dejan Štepec Vitomir Štruc Peter Peer CVBM 85 84 0 27 Nov 2017
Beyond RGB: Very High Resolution Urban Remote Sensing With Multimodal Deep Networks Nicolas Audebert Bertrand Le Saux Sébastien Lefèvre 111 518 0 23 Nov 2017
SGPN: Similarity Group Proposal Network for 3D Point Cloud Instance Segmentation Weiyue Wang Ronald Yu Qiangui Huang Ulrich Neumann 3DPC 124 554 0 23 Nov 2017
W-Net: A Deep Model for Fully Unsupervised Image Segmentation Xide Xia Brian Kulis SSeg 74 256 0 22 Nov 2017
xUnit: Learning a Spatial Activation Function for Efficient Image Restoration I. Kligvasser Tamar Rott Shaham T. Michaeli 74 58 0 17 Nov 2017
Minimizing Supervision for Free-space Segmentation Satoshi Tsutsui Tommi Kerola Shunta Saito David J. Crandall 67 22 0 16 Nov 2017
HandSeg: An Automatically Labeled Dataset for Hand Segmentation from Depth Images Abhishake Kumar Bojja Franziska Mueller S. R. Malireddi Markus Oberweger Vincent Lepetit Christian Theobalt K. M. Yi Andrea Tagliasacchi VLM 3DH 74 21 0 16 Nov 2017
Zero-Shot Learning via Class-Conditioned Deep Generative Models Wenlin Wang Yunchen Pu Vinay Kumar Verma Kai Fan Yizhe Zhang Changyou Chen Piyush Rai Lawrence Carin BDL VLM 134 147 0 15 Nov 2017
Squeeze-SegNet: A new fast Deep Convolutional Neural Network for Semantic Segmentation Géraldin Nanfack Azeddine Elhassouny Rachid Oulad Haj Thami SSeg 150 23 0 15 Nov 2017
Grab, Pay and Eat: Semantic Food Detection for Smart Restaurants Eduardo Aguilar Beatriz Remeseiro Marc Bolaños Petia Radeva 83 110 0 14 Nov 2017
Exploiting ConvNet Diversity for Flooding Identification Keiller Nogueira Samuel G. Fadel Í. C. Dourado Rafael de O. Werneck Javier A. V. Muñoz O. A. B. Penatti R. Calumby Lin Tzy Li J. A. dos Santos Ricardo da S. Torres 54 68 0 09 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 96 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 255 1,308 0 07 Nov 2017
A Joint 3D-2D based Method for Free Space Detection on Roads Suvam Patra Pranjal Maheshwari Shashank Yadav Chetan Arora Subhashis Banerjee 3DPC 39 14 0 06 Nov 2017
Log-DenseNet: How to Sparsify a DenseNet Hanzhang Hu Debadeepta Dey Allison Del Giorno M. Hebert J. Andrew Bagnell 76 32 0 30 Oct 2017
Investigating the feature collection for semantic segmentation via single skip connection Jonghwa Yim Kyung-ah Sohn 31 1 0 23 Oct 2017
Rethinking Convolutional Semantic Segmentation Learning Mrinal Haloi BDL 60 4 0 22 Oct 2017
Hierarchical semantic segmentation using modular convolutional neural networks S. Eppel 71 9 0 14 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 80 87 0 10 Oct 2017
Keynote: Small Neural Nets Are Beautiful: Enabling Embedded Systems with Small Deep-Neural-Network Architectures F. Iandola Kurt Keutzer 77 37 0 07 Oct 2017
A Fully Convolutional Network for Semantic Labeling of 3D Point Clouds Mohammed A. Yousefhussien D. Kelbe Emmett Ientilucci C. Salvaggio 3DPC 52 46 0 03 Oct 2017
DeepWheat: Estimating Phenotypic Traits from Crop Images with Deep Learning Shubhra Aich A. Josuttes I. Ovsyannikov Keegan Strueby Imran Ahmed H. Duddu C. Pozniak S. Shirtliffe Ian Stavness 76 5 0 30 Sep 2017
X-View: Graph-Based Semantic Multi-View Localization Abel Gawel Carlo Del Don Roland Siegwart Juan I. Nieto Cesar Cadena 116 159 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 74 369 0 20 Sep 2017
Multi-Task Learning for Segmentation of Building Footprints with Deep Neural Networks B. Bischke P. Helber Joachim Folz Damian Borth Andreas Dengel SSeg 90 249 0 18 Sep 2017
Binary-decomposed DCNN for accelerating computation and compressing model without retraining Ryuji Kamiya Takayoshi Yamashita Mitsuru Ambai Ikuro Sato Yuji Yamauchi H. Fujiyoshi MQ 32 5 0 14 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 71 272 0 11 Sep 2017
Learning to Segment Breast Biopsy Whole Slide Images Sachin Mehta E. Mercan Jamen Bartlett D. Weaver J. Elmore Linda G. Shapiro MedIm 90 41 0 08 Sep 2017
Image Splicing Localization Using A Multi-Task Fully Convolutional Network (MFCN) Ronald Salloum Yuzhuo Ren C.-C. Jay Kuo 82 330 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 75 34 0 05 Sep 2017
Dataset Augmentation with Synthetic Images Improves Semantic Segmentation M. Goyal Param S. Rajpura Hristo Bojinov R. Hegde 55 25 0 04 Sep 2017
Deep Learning-Guided Image Reconstruction from Incomplete Data B. Kelly Thomas P. Matthews M. Anastasio 73 54 0 02 Sep 2017
DeepUNet: A Deep Fully Convolutional Network for Pixel-level Sea-Land Segmentation Ruirui Li Wenjie Liu Lei Yang Shihao Sun Wei Hu Fan Zhang Wei Li SSeg 73 288 0 01 Sep 2017
Effective Use of Dilated Convolutions for Segmenting Small Object Instances in Remote Sensing Imagery Ryuhei Hamaguchi A. Fujita Keisuke Nemoto T. Imaizumi S. Hikosaka 122 220 0 01 Sep 2017
ChainerCV: a Library for Deep Learning in Computer Vision Yusuke Niitani Toru Ogawa Shunta Saito Masaki Saito VLM 67 53 0 28 Aug 2017
Leaf Counting with Deep Convolutional and Deconvolutional Networks Shubhra Aich Ian Stavness 78 155 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 83 39 0 23 Aug 2017
Sharpness-aware Low dose CT denoising using conditional generative adversarial network Xin Yi P. Babyn GAN MedIm 98 265 0 22 Aug 2017
Stacked Deconvolutional Network for Semantic Segmentation J. Fu Qingbin Liu Yuhang Wang Hanqing Lu SSeg 71 213 0 16 Aug 2017
An Improved Neural Segmentation Method Based on U-NET Chenyang Xu Mengxin Li SSeg 23 1 0 16 Aug 2017
Face Parsing via a Fully-Convolutional Continuous CRF Neural Network Lei Zhou Zhi Liu Xiangjian He SSeg CVBM 45 26 0 12 Aug 2017
Semantic Instance Segmentation with a Discriminative Loss Function Bert De Brabandere D. Neven Luc Van Gool SSeg 172 447 0 08 Aug 2017
Fast Scene Understanding for Autonomous Driving D. Neven Bert De Brabandere Stamatios Georgoulis Marc Proesmans Luc Van Gool SSeg 86 74 0 08 Aug 2017
Amulet: Aggregating Multi-level Convolutional Features for Salient Object Detection Pingping Zhang D. Wang Huchuan Lu Hongyu Wang Xiang Ruan 115 741 0 07 Aug 2017
Recurrent Ladder Networks Isabeau Prémont-Schwarz Alexander Ilin T. Hao Antti Rasmus Rinu Boney Harri Valpola 147 41 0 28 Jul 2017
Motion-Appearance Interactive Encoding for Object Segmentation in Unconstrained Videos Chunchao Guo Jianhuang Lai Xiaohua Xie VOS 62 10 0 25 Jul 2017
Toward Geometric Deep SLAM Daniel DeTone Tomasz Malisiewicz Andrew Rabinovich 3DPC 3DGS 71 142 0 24 Jul 2017
Deep Layer Aggregation Feng Yu Dequan Wang Evan Shelhamer Trevor Darrell AI4CE FAtt 169 1,334 0 20 Jul 2017