Learning Deconvolution Network for Semantic Segmentation

17 May 2015

Papers citing "Learning Deconvolution Network for Semantic Segmentation"

50 / 1,134 papers shown

Title
Disentangling Pose from Appearance in Monochrome Hand Images Yikang Li Christopher D. Twigg Yuting Ye Lingling Tao Xiaogang Wang 3DH 58 4 0 16 Apr 2019
Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations Jiwoon Ahn Sunghyun Cho Suha Kwak ISeg SSeg 196 547 0 10 Apr 2019
DSNet: An Efficient CNN for Road Scene Segmentation Ping-Rong Chen Hsueh-Ming Hang S. Chan Jing-Jhih Lin SSeg 47 20 0 10 Apr 2019
Cross-Modal Self-Attention Network for Referring Image Segmentation Linwei Ye Mrigank Rochan Zhi Liu Yang Wang EgoV 73 478 0 09 Apr 2019
High-Resolution Representations for Labeling Pixels and Regions Ke Sun Yang Zhao Borui Jiang Tianheng Cheng Bin Xiao Dong Liu Yadong Mu Xinggang Wang Wenyu Liu Jingdong Wang SSeg 85 782 0 09 Apr 2019
Label Super Resolution with Inter-Instance Loss Maozheng Zhao L. Hou H. Le Dimitris Samaras Nebojsa Jojic ... Tahsin M. Kurc Rajarsi R. Gupta Kolya Malkin S. Kenneth Joel H. Saltz SupR 25 1 0 09 Apr 2019
$$\mathcal{G}$-softmax: Improving Intra-class Compactness and Inter-class Separability of Features$ $\mathcal{G}$ -softmax: Improving Intra-class Compactness and Inter-class Separability of Features Yan Luo Yongkang Wong Mohan Kankanhalli Qi Zhao 77 37 0 08 Apr 2019
Mumford-Shah Loss Functional for Image Segmentation with Deep Learning Boah Kim J. C. Ye 71 128 0 05 Apr 2019
ESFNet: Efficient Network for Building Extraction from High-Resolution Aerial Images Jingbo Lin Weipeng Jing Houbing Song Guangsheng Chen 69 47 0 29 Mar 2019
FastFCN: Rethinking Dilated Convolution in the Backbone for Semantic Segmentation Huikai Wu Junge Zhang Kaiqi Huang Kongming Liang Yizhou Yu SSeg 101 300 0 28 Mar 2019
Deep Co-Training for Semi-Supervised Image Segmentation Jizong Peng Guillermo Estrada M. Pedersoli Christian Desrosiers 117 182 0 27 Mar 2019
High-quality Instance-aware Semantic 3D Map Using RGB-D Camera Dinh-Cuong Hoang Todor Stoyanov A. Lilienthal 3DV 44 4 0 26 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 65 34 0 26 Mar 2019
Scale-Adaptive Neural Dense Features: Learning via Hierarchical Context Aggregation Jaime Spencer Richard Bowden Simon Hadfield 56 12 0 25 Mar 2019
Scene Understanding for Autonomous Manipulation with Deep Learning A. Nguyen 55 6 0 23 Mar 2019
Residual Pyramid Learning for Single-Shot Semantic Segmentation Xiaoyu Chen X. Lou Lianfa Bai Jing Han SSeg 59 17 0 23 Mar 2019
LookUP: Vision-Only Real-Time Precise Underground Localisation for Autonomous Mining Vehicles Fan Zeng A. Jacobson David Smith Nigel Boswell T. Peynot Michael Milford 59 12 0 20 Mar 2019
A Matrix-in-matrix Neural Network for Image Super Resolution Hailong Ma Xiangxiang Chu Bo Zhang Shaohua Wan Bo Zhang SupR 62 7 0 19 Mar 2019
IvaNet: Learning to jointly detect and segment objets with the help of Local Top-Down Modules Shihua Huang Lu Wang SSeg 18 0 0 18 Mar 2019
Proximal Splitting Networks for Image Restoration Raied Aljadaany Dipan K. Pal Marios Savvides SupR 36 8 0 17 Mar 2019
Deep Feature Selection using a Teacher-Student Network A. Mirzaei V. Pourahmadi Mehran Soltani H. Sheikhzadeh 28 65 0 17 Mar 2019
Dense Classification and Implanting for Few-Shot Learning Yann Lifchitz Yannis Avrithis Sylvaine Picard Andrei Bursuc VLM 65 198 0 12 Mar 2019
Structured Knowledge Distillation for Dense Prediction Yifan Liu Chris Liu Jingdong Wang Zhenbo Luo 125 585 0 11 Mar 2019
Decoders Matter for Semantic Segmentation: Data-Dependent Decoding Enables Flexible Feature Aggregation Zhi Tian Tong He Chunhua Shen Youliang Yan 88 216 0 05 Mar 2019
Accurate Automatic Segmentation of Amygdala Subnuclei and Modeling of Uncertainty via Bayesian Fully Convolutional Neural Network Yilin Liu Gengyan Zhao Brendon M. Nacewicz N. Adluru Gregory R. Kirk P. Ferrazzano Martin Styner Andrew L. Alexander 41 6 0 19 Feb 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 119 191 0 13 Feb 2019
The effect of scene context on weakly supervised semantic segmentation Mohammad Kamalzare R. Kahani Alireza Talebpour Ahmad Mahmoudi-Aznaveh 36 0 0 12 Feb 2019
Enhancement Mask for Hippocampus Detection and Segmentation Dengsheng Chen Wenxi Liu Y. Huang Tong Tong Yuanlong Yu 21 1 0 12 Feb 2019
Net2Vis -- A Visual Grammar for Automatically Generating Publication-Tailored CNN Architecture Visualizations Alex Bauerle Christian van Onzenoodt Timo Ropinski GNN 44 12 0 11 Feb 2019
NeurAll: Towards a Unified Visual Perception Model for Automated Driving Ganesh Sistu Isabelle Leang Sumanth Chennupati S. Yogamani Ciarán Hughes Stefan Milz S. Rawashdeh 99 27 0 10 Feb 2019
Addressing Overfitting on Pointcloud Classification using Atrous XCRF Hasan Asy’ari Arief U. Indahl G. Strand H. Tveite 3DPC 51 37 0 08 Feb 2019
'Squeeze & Excite' Guided Few-Shot Segmentation of Volumetric Images Abhijit Guha Roy Shayan Siddiqui Sebastian Polsterl Nassir Navab Christian Wachinger 122 188 0 04 Feb 2019
Real-Time Freespace Segmentation on Autonomous Robots for Detection of Obstacles and Drop-Offs Anish Singhani 38 3 0 03 Feb 2019
MgNet: A Unified Framework of Multigrid and Convolutional Neural Network Juncai He Jinchao Xu 54 55 0 29 Jan 2019
A deep learning-based method for prostate segmentation in T2-weighted magnetic resonance imaging Davood Karimi Golnoosh Samei Yanan Shao Septimiu Salcudean 27 10 0 27 Jan 2019
Pixelated Semantic Colorization Jiaojiao Zhao Jiawei Han Ling Shao Cees G. M. Snoek 132 80 0 27 Jan 2019
Understanding Geometry of Encoder-Decoder CNNs J. C. Ye Woon Kyoung Sung 3DV AI4CE 88 74 0 22 Jan 2019
Visualized Insights into the Optimization Landscape of Fully Convolutional Networks Jianjie Lu K. Tong 100 12 0 20 Jan 2019
Instance-Level Microtubule Tracking Samira Masoudi Afsaneh Razi C. Wright J. Gatlin Ulas Bagci 19 7 0 17 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 Menze 160 1,034 0 13 Jan 2019
A Machine Learning Benchmark for Facies Classification Yazeed Alaudah P. Michalowicz M. Alfarraj G. Al-Regib CVBM 49 115 0 12 Jan 2019
Optical Flow augmented Semantic Segmentation networks for Automated Driving Hazem Rashed S. Yogamani Ahmad El-Sallab P. Krízek Mohamed El-Helw 3DPC 97 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 52 64 0 11 Jan 2019
Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation Chenxi Liu Liang-Chieh Chen Florian Schroff Hartwig Adam Wei Hua Alan Yuille Li Fei-Fei SSeg 132 988 0 10 Jan 2019
TraceCaps: A Capsule-based Neural Network for Semantic Segmentation Tao Sun Zhewei Wang Charles D. Smith Jundong Liu 31 1 0 09 Jan 2019
Deep Semantic Multimodal Hashing Network for Scalable Image-Text and Video-Text Retrievals Lu Jin Zechao Li Jinhui Tang 46 72 0 09 Jan 2019
MSR: Multi-Scale Shape Regression for Scene Text Detection Chuhui Xue Shijian Lu Wei Zhang 85 131 0 09 Jan 2019
Edge-Semantic Learning Strategy for Layout Estimation in Indoor Environment Weidong Zhang Wei Emma Zhang J. Gu 80 39 0 03 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 63 5 0 28 Dec 2018
A Curriculum Domain Adaptation Approach to the Semantic Segmentation of Urban Scenes Yang Zhang P. David H. Foroosh Boqing Gong SSeg 89 132 0 24 Dec 2018