Learning Deconvolution Network for Semantic Segmentation

17 May 2015

Papers citing "Learning Deconvolution Network for Semantic Segmentation"

50 / 537 papers shown

Title
Multimodal End-to-End Autonomous Driving Yi Xiao Felipe Codevilla A. Gurram O. Urfalioglu Antonio M. López 19 241 0 07 Jun 2019
A Feature Transfer Enabled Multi-Task Deep Learning Model on Medical Imaging F. Gao H. Yoon Teresa Wu Xianghua Chu 24 84 0 05 Jun 2019
Face Parsing with RoI Tanh-Warping Jinpeng Lin Hao Yang Dong Chen Ming Zeng Fang Wen Lu Yuan 3DH CVBM 38 77 0 04 Jun 2019
RGB and LiDAR fusion based 3D Semantic Segmentation for Autonomous Driving Khaled El Madawy Hazem Rashed Ahmad El-Sallab Omar A. Nasr Hanan Kamel S. Yogamani 3DPC 36 101 0 01 Jun 2019
Deep Dual Relation Modeling for Egocentric Interaction Recognition Haoxin Li Yijun Cai Weishi Zheng EgoV 30 27 0 31 May 2019
Point Clouds Learning with Attention-based Graph Convolution Networks Zhuyang Xie Junzhou Chen B. Peng 3DPC 19 53 0 31 May 2019
Task Decomposition and Synchronization for Semantic Biomedical Image Segmentation Xuhua Ren Lichi Zhang Sahar Ahmad Dong Nie Fan Yang L. Xiang Qian Wang Dinggang Shen 19 26 0 21 May 2019
Which Tasks Should Be Learned Together in Multi-task Learning? Trevor Scott Standley Amir Zamir Dawn Chen Leonidas J. Guibas Jitendra Malik Silvio Savarese 26 503 0 18 May 2019
Collaborative Global-Local Networks for Memory-Efficient Segmentation of Ultra-High Resolution Images Wuyang Chen Ziyu Jiang Zhangyang Wang Kexin Cui Xiaoning Qian 28 151 0 15 May 2019
Graph U-Nets Hongyang Gao Shuiwang Ji AI4CE SSL SSeg GNN 39 1,066 0 11 May 2019
Accurate Tissue Interface Segmentation via Adversarial Pre-Segmentation of Anterior Segment OCT Images J. Ouyang T. Mathai K. Lathrop J. Galeotti GAN 21 22 0 07 May 2019
SEMEDA: Enhancing Segmentation Precision with Semantic Edge Aware Loss Yifu Chen Arnaud Dapogny Matthieu Cord SSeg 24 24 0 06 May 2019
RL-GAN-Net: A Reinforcement Learning Agent Controlled GAN Network for Real-Time Point Cloud Shape Completion M. Sarmad H. J. Lee Y. Kim 3DPC 26 180 0 28 Apr 2019
Deep Q Learning Driven CT Pancreas Segmentation with Geometry-Aware U-Net Yunze Man Yangsibo Huang Junyi Feng Xi Li Fei Wu SSeg 20 123 0 19 Apr 2019
Material Segmentation of Multi-View Satellite Imagery Matthew Purri Jia Xue Kristin J. Dana Matthew J. Leotta Dan R. Lipsa Zhixin Li Bo Xu J. Shan 27 8 0 17 Apr 2019
Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations Jiwoon Ahn Sunghyun Cho Suha Kwak ISeg SSeg 79 540 0 10 Apr 2019
FastFCN: Rethinking Dilated Convolution in the Backbone for Semantic Segmentation Huikai Wu Junge Zhang Kaiqi Huang Kongming Liang Yizhou Yu SSeg 28 292 0 28 Mar 2019
Deep Co-Training for Semi-Supervised Image Segmentation Jizong Peng Guillermo Estrada M. Pedersoli Christian Desrosiers 37 179 0 27 Mar 2019
Veritatem Dies Aperit- Temporally Consistent Depth Prediction Enabled by a Multi-Task Geometric and Semantic Scene Understanding Approach Amir Atapour-Abarghouei T. Breckon MDE 33 34 0 26 Mar 2019
Proximal Splitting Networks for Image Restoration Raied Aljadaany Dipan K. Pal Marios Savvides SupR 17 8 0 17 Mar 2019
Structured Knowledge Distillation for Dense Prediction Yifan Liu Chris Liu Jingdong Wang Zhenbo Luo 27 576 0 11 Mar 2019
DeeperLab: Single-Shot Image Parser Tien-Ju Yang Maxwell D. Collins Yukun Zhu Jyh-Jing Hwang Ting Liu Xiao Zhang Vivienne Sze George Papandreou Liang-Chieh Chen SSeg VLM 41 189 0 13 Feb 2019
'Squeeze & Excite' Guided Few-Shot Segmentation of Volumetric Images Abhijit Guha Roy Shayan Siddiqui Sebastian Polsterl Nassir Navab Christian Wachinger 28 181 0 04 Feb 2019
Pixelated Semantic Colorization Jiaojiao Zhao Jiawei Han Ling Shao Cees G. M. Snoek 27 76 0 27 Jan 2019
Understanding Geometry of Encoder-Decoder CNNs J. C. Ye Woon Kyoung Sung 3DV AI4CE 17 72 0 22 Jan 2019
The Liver Tumor Segmentation Benchmark (LiTS) Patrick Bilic P. Christ Hongwei Bran Li Eugene Vorontsov Avi Ben-Cohen ... L. Soler Bram van Ginneken H. Greenspan Leo Joskowicz Bjoern H. Menze 35 990 0 13 Jan 2019
Optical Flow augmented Semantic Segmentation networks for Automated Driving Hazem Rashed S. Yogamani Ahmad El-Sallab P. Krízek Mohamed El-Helw 3DPC 27 31 0 11 Jan 2019
LGAN: Lung Segmentation in CT Scans Using Generative Adversarial Network Jiaxing Tan Longlong Jing Yumei Huo Yingli Tian O. Akin GAN MedIm 24 63 0 11 Jan 2019
Deep Semantic Multimodal Hashing Network for Scalable Image-Text and Video-Text Retrievals Lu Jin Zechao Li Jinhui Tang 22 71 0 09 Jan 2019
MSR: Multi-Scale Shape Regression for Scene Text Detection Chuhui Xue Shijian Lu Wei Zhang 23 130 0 09 Jan 2019
Salient Object Detection via High-to-Low Hierarchical Context Aggregation Yun-Hai Liu Yu Qiu Le Zhang Jiawang Bian Guangyu Nie Ming-Ming Cheng 26 5 0 28 Dec 2018
Retinal vessel segmentation based on Fully Convolutional Neural Networks Américo Oliveira Sérgio Pereira Carlos Alberto Silva MedIm 27 262 0 18 Dec 2018
Unsupervised Change Detection in Satellite Images Using Convolutional Neural Networks Kevin Louis de Jong Anna Sergeevna Bosman SSL 33 72 0 14 Dec 2018
3D Scene Parsing via Class-Wise Adaptation Daichi Ono Hiroyuki Yabe Tsutomu Horikawa 3DV 3DPC 22 0 0 10 Dec 2018
Reliable Identification of Redundant Kernels for Convolutional Neural Network Compression Wei Wang Liqiang Zhu CVBM 20 13 0 10 Dec 2018
Vision-Based High Speed Driving with a Deep Dynamic Observer P. Drews Grady Williams Brian Goldfain Evangelos A. Theodorou James M. Rehg 18 49 0 05 Dec 2018
Multiview Cross-supervision for Semantic Segmentation Yuan Yao H. Park 19 3 0 04 Dec 2018
TextField: Learning A Deep Direction Field for Irregular Scene Text Detection Yongchao Xu Yukang Wang Wei Zhou Yongpan Wang Zhibo Yang X. Bai 32 250 0 04 Dec 2018
XNet: A convolutional neural network (CNN) implementation for medical X-Ray image segmentation suitable for small datasets Joseph Aylett-Bullock C. Cuesta-Lázaro Arnau Quera-Bofarull 27 101 0 03 Dec 2018
One-Shot Instance Segmentation Claudio Michaelis Ivan Ustyuzhaninov Matthias Bethge Alexander S. Ecker ISeg 37 89 0 28 Nov 2018
Background Subtraction with Real-time Semantic Segmentation Dongdong Zeng Xiang Chen Ming Zhu Michael Goesele Arjan Kuijper VOS 44 44 0 25 Nov 2018
PointConv: Deep Convolutional Networks on 3D Point Clouds Wenxuan Wu Zhongang Qi Fuxin Li 3DPC 73 1,547 0 17 Nov 2018
Scene Text Detection and Recognition: The Deep Learning Era Shangbang Long Xin He Cong Yao VLM 46 390 0 10 Nov 2018
Splenomegaly Segmentation on Multi-modal MRI using Deep Convolutional Networks Yuankai Huo Zhoubing Xu Shunxing Bao Camilo Bermudez Hyeonsoo Moon ... T. Moyo M. Savona A. Assad R. Abramson Bennett A. Landman 37 46 0 09 Nov 2018
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction Bolun Zheng Yao-wu Chen Xiang Tian Fan Zhou Xuesong Liu 24 78 0 18 Oct 2018
S-Net: A Scalable Convolutional Neural Network for JPEG Compression Artifact Reduction Bolun Zheng Rui Sun Xiang Tian Yao-wu Chen 30 21 0 18 Oct 2018
Generating Self-Guided Dense Annotations for Weakly Supervised Semantic Segmentation Zi-Yi Ke Chiou-Ting Hsu 32 0 0 16 Oct 2018
Learning to Segment Corneal Tissue Interfaces in OCT Images T. Mathai K. Lathrop J. Galeotti 29 20 0 15 Oct 2018
Deep learning based cloud detection for medium and high resolution remote sensing images of different sensors Zhiwei Li Huanfeng Shen Qing Cheng Yuhao Liu S. You Zongyi He 30 227 0 13 Oct 2018
Learning Deep Representations for Semantic Image Parsing: a Comprehensive Overview Lili Huang Jiefeng Peng Ruimao Zhang Guanbin Li Liang Lin VLM SSL SSeg 44 12 0 10 Oct 2018