Dense semantic labeling of sub-decimeter resolution images with convolutional neural networks

2 August 2016

Papers citing "Dense semantic labeling of sub-decimeter resolution images with convolutional neural networks"

26 / 26 papers shown

Title
Threshold Attention Network for Semantic Segmentation of Remote Sensing Images Wei Long Yongjun Zhang Zhongwei Cui Yujie Xu Xuexue Zhang 85 11 0 14 Jan 2025
Looking Outside the Window: Wide-Context Transformer for the Semantic Segmentation of High-Resolution Remote Sensing Images L. Ding Dong Lin Shaofu Lin Jing Zhang Xiaojie Cui Yuebin Wang Hao Tang Lorenzo Bruzzone ViT 31 97 0 29 Jun 2021
Multi-task fully convolutional network for tree species mapping in dense forests using small training hyperspectral data L. E. L. Rosa Camile Sothe R. Feitosa C. Almeida M. B. Schimalski Dario Augusto Borges Oliveira 14 42 0 01 Jun 2021
A deep network approach to multitemporal cloud detection D. Tuia B. Kellenberger Adrián Pérez-Suay Gustau Camps-Valls 26 11 0 09 Dec 2020
LandCover.ai: Dataset for Automatic Mapping of Buildings, Woodlands, Water and Roads from Aerial Imagery Adrian Boguszewski D. Batorski Natalia Ziemba-Jankowska T. Dziedzic Anna Zambrzycka 25 86 0 05 May 2020
Pixel-Wise PolSAR Image Classification via a Novel Complex-Valued Deep Fully Convolutional Network Yi Cao Yan Wu Peng Zhang Wenkai Liang Ming Li 15 51 0 29 Sep 2019
A Comparison and Strategy of Semantic Segmentation on Remote Sensing Images Junxing Hu Ling X. Li Yijun Lin Fengge Wu Junsuo Zhao 22 27 0 24 May 2019
Understanding urban landuse from the above and ground perspectives: a deep learning, multimodal solution Shivangi Srivastava John E. Vargas-Muñoz D. Tuia 17 137 0 05 May 2019
Leveraging Crowdsourced GPS Data for Road Extraction from Aerial Imagery Tao Sun Zonglin Di Pengyu Che Chun Liu Yin Wang 20 90 0 04 May 2019
Deep Learning for Classification of Hyperspectral Data: A Comparative Review Nicolas Audebert Bertrand Le Saux Sébastien Lefèvre 20 463 0 24 Apr 2019
ResUNet-a: a deep learning framework for semantic segmentation of remotely sensed data F. Diakogiannis F. Waldner P. Caccetta Chen Wu SSeg 24 1,277 0 01 Apr 2019
Topological Map Extraction from Overhead Images Zuoyue Li Jan Dirk Wegner Aurelien Lucchi 26 155 0 04 Dec 2018
Multitask Learning for Large-scale Semantic Change Detection Rodrigo Caye Daudt Bertrand Le Saux Alexandre Boulch Y. Gousseau 28 19 0 19 Oct 2018
Land-Cover Classification with High-Resolution Remote Sensing Images Using Transferable Deep Models Xin-Yi Tong Guisong Xia Qikai Lu Huanfeng Shen Shengyang Li S. You Liangpei Zhang 24 731 0 16 Jul 2018
Polarimetric Convolutional Network for PolSAR Image Classification Xu Liu L. Jiao Xu Tang Qigong Sun Dan Zhang 36 96 0 09 Jul 2018
Tiling and Stitching Segmentation Output for Remote Sensing: Basic Challenges and Recommendations Bohao Huang Daniel Reichman L. Collins Kyle Bradbury Jordan M. Malof 22 44 0 30 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 32 175 0 23 May 2018
TreeSegNet: Adaptive Tree CNNs for Subdecimeter Aerial Image Segmentation Kai Yue Lei Yang Ruirui Li Wei Hu Fan Zhang Wei Li SSeg 24 4 0 29 Apr 2018
Dynamic Multi-Context Segmentation of Remote Sensing Images based on Convolutional Networks Keiller Nogueira M. Dalla Mura Jocelyn Chanussot William R. Schwartz J. A. dos Santos SSeg 15 132 0 11 Apr 2018
Land cover mapping at very high resolution with rotation equivariant CNNs: towards small yet accurate models Diego Marcos Michele Volpi B. Kellenberger D. Tuia 25 235 0 16 Mar 2018
IM2HEIGHT: Height Estimation from Single Monocular Imagery via Fully Residual Convolutional-Deconvolutional Network Lichao Mou Xiaoxiang Zhu MDE 25 115 0 28 Feb 2018
EddyNet: A Deep Neural Network For Pixel-Wise Classification of Oceanic Eddies Redouane Lguensat Miao Sun Ronan Fablet E. Mason P. Tandeo Ge Chen 16 140 0 10 Nov 2017
PatternNet: A Benchmark Dataset for Performance Evaluation of Remote Sensing Image Retrieval Weixun Zhou Shawn D. Newsam Congmin Li Z. Shao 44 450 0 11 Jun 2017
Joint Learning from Earth Observation and OpenStreetMap Data to Get Faster Better Semantic Maps Nicolas Audebert Bertrand Le Saux Sébastien Lefèvre 24 105 0 17 May 2017
Classification With an Edge: Improving Semantic Image Segmentation with Boundary Detection D. Marmanis Konrad Schindler Jan Dirk Wegner S. Galliani Mihai Datcu Uwe Stilla 37 603 0 05 Dec 2016
Deep Structured Features for Semantic Segmentation Michael Tschannen Lukas Cavigelli Fabian Mentzer Thomas Wiatowski Luca Benini SSeg 25 14 0 26 Sep 2016