v1v2 (latest)

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"

50 / 55 papers shown

Title
Threshold Attention Network for Semantic Segmentation of Remote Sensing Images Wei Long Yongjun Zhang Zhongwei Cui Yujie Xu Xuexue Zhang 257 14 0 14 Jan 2025
PixelDINO: Semi-Supervised Semantic Segmentation for Detecting Permafrost Disturbances Konrad Heidler Ingmar Nitze Guido Grosse Xiao Xiang Zhu 56 4 0 17 Jan 2024
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 154 101 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 60 44 0 01 Jun 2021
A deep network approach to multitemporal cloud detection D. Tuia B. Kellenberger Adrián Pérez-Suay Gustau Camps-Valls 68 11 0 09 Dec 2020
LULC classification by semantic segmentation of satellite images using FastFCN Md. Saif Hassan Onim Aiman Rafeed Ehtesham Amreen Anbar A. Islam A. Rahman 43 10 0 13 Nov 2020
A Generalizable and Accessible Approach to Machine Learning with Global Satellite Imagery Esther Rolf J. Proctor T. Carleton I. Bolliger Vaishaal Shankar Miyabi Ishihara Benjamin Recht S. Hsiang 164 128 0 16 Oct 2020
Deploying machine learning to assist digital humanitarians: making image annotation in OpenStreetMap more efficient John E. Vargas-Muñoz D. Tuia A. X. Falcão 26 17 0 17 Sep 2020
Mining and Tailings Dam Detection In Satellite Imagery Using Deep Learning R. Balaniuk Olga Isupova S. Reece 54 51 0 02 Jul 2020
Geometry-Aware Segmentation of Remote Sensing Images via Implicit Height Estimation Xiang Li Lingjing Wang Yi Fang 54 6 0 10 Jun 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 130 91 0 05 May 2020
RSVQA: Visual Question Answering for Remote Sensing Data Sylvain Lobry Diego Marcos J. Murray D. Tuia 126 223 0 16 Mar 2020
A framework for large-scale mapping of human settlement extent from Sentinel-2 images via fully convolutional neural networks C. Qiu M. Schmitt Christian Gei T. Chen Xiaoxiang Zhu 85 59 0 31 Jan 2020
Self-attention for raw optical Satellite Time Series Classification M. Rußwurm Marco Körner AI4TS 88 268 0 23 Oct 2019
Pixel-Wise PolSAR Image Classification via a Novel Complex-Valued Deep Fully Convolutional Network Yi Cao Yan Wu Peng Zhang Wenkai Liang Ming Li 52 51 0 29 Sep 2019
DV3+HED+: A DCNNs-based Framework to Monitor Temporary Works and ESAs in Railway Construction Project Using VHR Satellite Images Rui-feng Guo Ronghua Liu Nawen Li Wei Liu 24 1 0 29 Aug 2019
A Comparison and Strategy of Semantic Segmentation on Remote Sensing Images Junxing Hu Ling X. Li Yijun Lin Fengge Wu Junsuo Zhao 61 27 0 24 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 95 152 0 15 May 2019
Understanding urban landuse from the above and ground perspectives: a deep learning, multimodal solution Shivangi Srivastava John E. Vargas-Muñoz D. Tuia 96 139 0 05 May 2019
Leveraging Crowdsourced GPS Data for Road Extraction from Aerial Imagery Tao Sun Zonglin Di Pengyu Che Chun Liu Yin Wang 72 91 0 04 May 2019
Deep Learning for Classification of Hyperspectral Data: A Comparative Review Nicolas Audebert Bertrand Le Saux Sébastien Lefèvre 113 481 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 155 1,359 0 01 Apr 2019
Topological Map Extraction from Overhead Images Zuoyue Li Jan Dirk Wegner Aurelien Lucchi 146 160 0 04 Dec 2018
Temporal Convolutional Neural Network for the Classification of Satellite Image Time Series Charlotte Pelletier Geoffrey I. Webb F. Petitjean 115 446 0 26 Nov 2018
Contextual Hourglass Network for Semantic Segmentation of High Resolution Aerial Imagery Panfeng Li Youzuo Lin E. Schultz-Fellenz 98 62 0 30 Oct 2018
Incremental Learning for Semantic Segmentation of Large-Scale Remote Sensing Data O. Tasar Y. Tarabalka Pierre Alliez CLL 115 127 0 29 Oct 2018
Multitask Learning for Large-scale Semantic Change Detection Rodrigo Caye Daudt Bertrand Le Saux Alexandre Boulch Y. Gousseau 115 19 0 19 Oct 2018
DuPLO: A DUal view Point deep Learning architecture for time series classificatiOn R. Interdonato Dino Ienco R. Gaetano K. Ose AI4TS 73 144 0 20 Sep 2018
Deep multi-task learning for a geographically-regularized semantic segmentation of aerial images Michele Volpi D. Tuia 83 84 0 23 Aug 2018
Semantic Labeling in Very High Resolution Images via a Self-Cascaded Convolutional Neural Network Yongcheng Liu Bin Fan Lingfeng Wang Jun Bai Shiming Xiang Chunhong Pan 82 255 0 30 Jul 2018
Feature Fusion through Multitask CNN for Large-scale Remote Sensing Image Segmentation Shihao Sun Lei Yang Wenjie Liu Ruirui Li 51 17 0 24 Jul 2018
A framework for remote sensing images processing using deep learning technique R. Cresson 27 36 0 17 Jul 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 95 755 0 16 Jul 2018
Polarimetric Convolutional Network for PolSAR Image Classification Xu Liu L. Jiao Xu Tang Qigong Sun Dan Zhang 113 99 0 09 Jul 2018
Recurrent Multiresolution Convolutional Networks for VHR Image Classification J. R. Bergado Claudio Persello Alfred Stein 42 66 0 15 Jun 2018
Feature Pyramid Network for Multi-Class Land Segmentation Selim S. Seferbekov V. Iglovikov A. Buslaev Alexey A. Shvets SSeg 149 145 0 09 Jun 2018
Tiling and Stitching Segmentation Output for Remote Sensing: Basic Challenges and Recommendations Bohao Huang Daniel Reichman L. Collins Kyle Bradbury Jordan M. Malof 124 45 0 30 May 2018
Vehicle Instance Segmentation from Aerial Image and Video Using a Multi-Task Learning Residual Fully Convolutional Network Lichao Mou Xiaoxiang Zhu SSeg 63 155 0 26 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 55 175 0 23 May 2018
DeepGlobe 2018: A Challenge to Parse the Earth through Satellite Images Ilke Demir Krzysztof Koperski David Lindenbaum Guan Pang Jing Huang Saikat Basu Forest Hughes D. Tuia Ramesh Raskar 60 848 0 17 May 2018
TreeSegNet: Adaptive Tree CNNs for Subdecimeter Aerial Image Segmentation Kai Yue Lei Yang Ruirui Li Wei Hu Fan Zhang Wei Li SSeg 60 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 131 133 0 11 Apr 2018
Learning deep structured active contours end-to-end Diego Marcos D. Tuia B. Kellenberger Lisa Zhang Min Bai Renjie Liao R. Urtasun 81 157 0 16 Mar 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 125 237 0 16 Mar 2018
Learning Spectral-Spatial-Temporal Features via a Recurrent Convolutional Neural Network for Change Detection in Multispectral Imagery Lichao Mou Lorenzo Bruzzone Xiaoxiang Zhu 78 468 0 07 Mar 2018
IM2HEIGHT: Height Estimation from Single Monocular Imagery via Fully Residual Convolutional-Deconvolutional Network Lichao Mou Xiaoxiang Zhu MDE 96 120 0 28 Feb 2018
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
EddyNet: A Deep Neural Network For Pixel-Wise Classification of Oceanic Eddies Redouane Lguensat Miao Sun Ronan Fablet E. Mason P. Tandeo Ge Chen 107 145 0 10 Nov 2017
Deep learning in remote sensing: a review Xiaoxiang Zhu D. Tuia Lichao Mou Gui-Song Xia Liangpei Zhang Feng Xu Friedrich Fraundorfer 102 1,627 0 11 Oct 2017
PatternNet: A Benchmark Dataset for Performance Evaluation of Remote Sensing Image Retrieval Weixun Zhou Shawn D. Newsam Congmin Li Z. Shao 172 461 0 11 Jun 2017