LandCover.ai: Dataset for Automatic Mapping of Buildings, Woodlands, Water and Roads from Aerial Imagery

5 May 2020

Adrian Boguszewski

D. Batorski

Natalia Ziemba-Jankowska

T. Dziedzic

Anna Zambrzycka

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Papers citing "LandCover.ai: Dataset for Automatic Mapping of Buildings, Woodlands, Water and Roads from Aerial Imagery"

26 / 26 papers shown

Title
Land-Coverage Aware Path-Planning for Multi-UAV Swarms in Search and Rescue Scenarios Pedro Antonio Alarcon Granadeno J. Cleland-Huang 21 0 0 12 May 2025
Enhancing DeepLabV3+ to Fuse Aerial and Satellite Images for Semantic Segmentation Anas Berka Mohamed El Hajji R. Canals Youssef Es-saady A. Hafiane 49 0 0 28 Mar 2025
Towards Scalable Foundation Model for Multi-modal and Hyperspectral Geospatial Data Haozhe Si Yuxuan Wan Minh Do Deepak Vasisht Han Zhao Hendrik Hamann 48 0 0 17 Mar 2025
Robot Navigation Using Physically Grounded Vision-Language Models in Outdoor Environments Mohamed Bashir Elnoor K. Weerakoon Gershom Seneviratne Ruiqi Xian Tianrui Guan Mohamed Khalid M Jaffar Vignesh Rajagopal Dinesh Manocha 30 3 0 30 Sep 2024
FRACTAL: An Ultra-Large-Scale Aerial Lidar Dataset for 3D Semantic Segmentation of Diverse Landscapes Charles Gaydon Michel Daab Floryne Roche 30 2 0 07 May 2024
Learning without Exact Guidance: Updating Large-scale High-resolution Land Cover Maps from Low-resolution Historical Labels Zhuo Li Wei He Jiepan Li Fangxiao Lu Hongyan Zhang 31 12 0 05 Mar 2024
Graph Information Bottleneck for Remote Sensing Segmentation Yuntao Shou Wei Ai Tao Meng SSL 35 25 0 05 Dec 2023
A Self-Supervised Approach to Land Cover Segmentation Charles Moore Dakota Hester 24 0 0 27 Oct 2023
Segment Any Building Lei Li 31 10 0 02 Oct 2023
Learning Semantic Segmentation with Query Points Supervision on Aerial Images Santiago Rivier Carlos Hinojosa Silvio Giancola Guohao Li 22 0 0 11 Sep 2023
DeepTriNet: A Tri-Level Attention Based DeepLabv3+ Architecture for Semantic Segmentation of Satellite Images Tareque Bashar Ovi Shakil Mosharrof Nomaiya Bashree Md. Shofiqul Islam Muhammad Nazrul Islam 17 4 0 05 Sep 2023
Semantic Segmentation using Vision Transformers: A survey Hans Thisanke Chamli Deshan K. Chamith Sachith Seneviratne Rajith Vidanaarachchi Damayanthi Herath ViT 40 146 0 05 May 2023
SAMRS: Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model Di Wang Jing Zhang Bo Du Minqiang Xu Lin Liu Dacheng Tao Lefei Zhang 125 69 0 03 May 2023
GLH-Water: A Large-Scale Dataset for Global Surface Water Detection in Large-Size Very-High-Resolution Satellite Imagery Yansheng Li Bo Dang Wanchun Li Yongjun Zhang 26 18 0 16 Mar 2023
SoftMatch Distance: A Novel Distance for Weakly-Supervised Trend Change Detection in Bi-Temporal Images Yuqun Yang Xu Tang Xiangrong Zhang Jingjing Ma Licheng Jiao 26 2 0 08 Mar 2023
Exploration of Convolutional Neural Network Architectures for Large Region Map Automation Rostyslav-Mykola Tsenov Christopher J. Henry J. Storie C. Storie Brent Murray Mikhail Sokolov 27 2 0 07 Nov 2022
OpenEarthMap: A Benchmark Dataset for Global High-Resolution Land Cover Mapping J. Xia Naoto Yokoya B. Adriano Clifford Broni-Bediako VLM 36 69 0 19 Oct 2022
EarthNets: Empowering AI in Earth Observation Zhitong Xiong Fahong Zhang Yi Wang Yilei Shi Xiao Xiang Zhu 89 73 0 10 Oct 2022
Aerial View Localization with Reinforcement Learning: Towards Emulating Search-and-Rescue Aleksis Pirinen A. Samuelsson John Backsund Kalle Åström 44 4 0 08 Sep 2022
Which country is this picture from? New data and methods for DNN-based country recognition Omran Alamayreh Giovanna Maria Dimitri Jun Wang B. Tondi Mauro Barni 13 2 0 02 Sep 2022
Automatic universal taxonomies for multi-domain semantic segmentation Petra Bevandić Sinisa Segvic VLM 16 4 0 18 Jul 2022
Augmentation Invariance and Adaptive Sampling in Semantic Segmentation of Agricultural Aerial Images A. Tavera Edoardo Arnaudo Carlo Masone Barbara Caputo 25 11 0 17 Apr 2022
Texture based Prototypical Network for Few-Shot Semantic Segmentation of Forest Cover: Generalizing for Different Geographical Regions Gokul Puthumanaillam Ujjwal Verma 19 17 0 29 Mar 2022
Supervising Remote Sensing Change Detection Models with 3D Surface Semantics Isaac Corley Peyman Najafirad 3DPC 27 6 0 26 Feb 2022
TorchGeo: Deep Learning With Geospatial Data Adam J. Stewart Caleb Robinson Isaac Corley Anthony Ortiz J. L. Ferres Arindam Banerjee 3DPC 32 76 0 17 Nov 2021
LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation Junjue Wang Zhuo Zheng A. Ma Xiaoyan Lu Yanfei Zhong 40 326 0 17 Oct 2021