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2005.02264
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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"
32 / 32 papers shown
EoS-FM: Can an Ensemble of Specialist Models act as a Generalist Feature Extractor?
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M. Pham
Stéphane May
Sébastien Lefèvre
157
0
0
26 Nov 2025
IRSAMap:Towards Large-Scale, High-Resolution Land Cover Map Vectorization
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2025
Yu Meng
Ligao Deng
Zhihao Xi
Jiansheng Chen
Jingbo Chen
...
Kai Li
Chenhao Wang
Kaiyu Li
Yupeng Deng
Xian Sun
218
2
0
22 Aug 2025
Validating Terrain Models in Digital Twins for Trustworthy sUAS Operations
Arturo Miguel Russell Bernal
Maureen Petterson
Pedro Antonio Alarcon Granadeno
Michael Murphy
James Mason
Jane Cleland-Huang
152
0
0
22 Aug 2025
AI in Agriculture: A Survey of Deep Learning Techniques for Crops, Fisheries and Livestock
Umair Nawaz
Muhammad Zaigham Zaheer
Fahad Shahbaz Khan
Hisham Cholakkal
Salman Khan
Rao Muhammad Anwer
157
4
0
29 Jul 2025
Bridging Classical and Modern Computer Vision: PerceptiveNet for Tree Crown Semantic Segmentation
Georgios Voulgaris
161
1
0
29 May 2025
From Pixels to Images: A Structural Survey of Deep Learning Paradigms in Remote Sensing Image Semantic Segmentation
Quanwei Liu
Wei Chen
Yanni Dong
Jiaqi Yang
621
3
0
21 May 2025
Coverage Path Planning for Holonomic UAVs via Uniaxial-Feasible, Gap-Severity Guided Decomposition
Pedro Antonio Alarcon Granadeno
J. Cleland-Huang
504
2
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
283
1
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
651
3
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
221
14
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
403
10
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
608
30
0
05 Mar 2024
Graph Information Bottleneck for Remote Sensing Segmentation
Yuntao Shou
Wei Ai
Tao Meng
SSL
282
32
0
05 Dec 2023
A Self-Supervised Approach to Land Cover Segmentation
Charles Moore
Dakota Hester
243
1
0
27 Oct 2023
Segment Any Building
Computer Graphics International Conference (CGI), 2023
Lei Li
394
10
0
02 Oct 2023
Learning Semantic Segmentation with Query Points Supervision on Aerial Images
Santiago Rivier
Carlos Hinojosa
Silvio Giancola
Guohao Li
303
1
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
164
10
0
05 Sep 2023
Semantic Segmentation using Vision Transformers: A survey
Engineering applications of artificial intelligence (Eng. Appl. Artif. Intell.), 2023
Hans Thisanke
Chamli Deshan
K. Chamith
Sachith Seneviratne
Rajith Vidanaarachchi
Damayanthi Herath
ViT
314
260
0
05 May 2023
SAMRS: Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model
Neural Information Processing Systems (NeurIPS), 2023
Di Wang
Jing Zhang
Bo Du
Minqiang Xu
Lin Liu
Dacheng Tao
Guang Dai
482
69
0
03 May 2023
GLH-Water: A Large-Scale Dataset for Global Surface Water Detection in Large-Size Very-High-Resolution Satellite Imagery
AAAI Conference on Artificial Intelligence (AAAI), 2023
Yansheng Li
Bo Dang
Wanchun Li
Yongjun Zhang
210
34
0
16 Mar 2023
SoftMatch Distance: A Novel Distance for Weakly-Supervised Trend Change Detection in Bi-Temporal Images
Pattern Recognition (Pattern Recogn.), 2023
Yuqun Yang
Xu Tang
Xiangrong Zhang
Jingjing Ma
Licheng Jiao
227
8
0
08 Mar 2023
Exploration of Convolutional Neural Network Architectures for Large Region Map Automation
Journal of Applied Remote Sensing (JARS), 2022
Rostyslav-Mykola Tsenov
Christopher J. Henry
J. Storie
C. Storie
Brent Murray
Mikhail Sokolov
229
5
0
07 Nov 2022
OpenEarthMap: A Benchmark Dataset for Global High-Resolution Land Cover Mapping
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
J. Xia
Xiangwei Zhu
B. Adriano
Clifford Broni-Bediako
VLM
306
131
0
19 Oct 2022
EarthNets: Empowering AI in Earth Observation
Zhitong Xiong
Fahong Zhang
Yi Wang
Yilei Shi
Xiao Xiang Zhu
495
79
0
10 Oct 2022
Aerial View Localization with Reinforcement Learning: Towards Emulating Search-and-Rescue
Annual Workshop of the Swedish Artificial Intelligence Society (ASAIS), 2022
Aleksis Pirinen
A. Samuelsson
John Backsund
Kalle Åström
511
6
0
08 Sep 2022
Which country is this picture from? New data and methods for DNN-based country recognition
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Omran Alamayreh
Giovanna Maria Dimitri
Jun Wang
B. Tondi
Mauro Barni
271
4
0
02 Sep 2022
Automatic universal taxonomies for multi-domain semantic segmentation
British Machine Vision Conference (BMVC), 2022
Petra Bevandić
Sinisa Segvic
VLM
356
8
0
18 Jul 2022
Augmentation Invariance and Adaptive Sampling in Semantic Segmentation of Agricultural Aerial Images
A. Tavera
Edoardo Arnaudo
Carlo Masone
Barbara Caputo
210
13
0
17 Apr 2022
Texture based Prototypical Network for Few-Shot Semantic Segmentation of Forest Cover: Generalizing for Different Geographical Regions
Neurocomputing (Neurocomputing), 2022
Gokul Puthumanaillam
Ujjwal Verma
200
24
0
29 Mar 2022
Supervising Remote Sensing Change Detection Models with 3D Surface Semantics
International Conference on Information Photonics (ICIP), 2022
Isaac Corley
Peyman Najafirad
3DPC
216
7
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
470
117
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
786
584
0
17 Oct 2021
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