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2002.08254
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Weakly Supervised Semantic Segmentation of Satellite Images for Land Cover Mapping -- Challenges and Opportunities
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS Annals), 2020
19 February 2020
M. Schmitt
Jonathan Prexl
Patrick Ebel
Lukas Liebel
Xiaoxiang Zhu
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Papers citing
"Weakly Supervised Semantic Segmentation of Satellite Images for Land Cover Mapping -- Challenges and Opportunities"
19 / 19 papers shown
Comparison of Segmentation Methods in Remote Sensing for Land Use Land Cover
Naman Srivastava
Joel D Joy
Y. Dixit
Swarup E
Rakshit Ramesh
191
0
0
24 Jul 2025
AgMTR: Agent Mining Transformer for Few-shot Segmentation in Remote Sensing
International Journal of Computer Vision (IJCV), 2024
Hanbo Bi
Yingchao Feng
Yongqiang Mao
Jianning Pei
Wenhui Diao
Hongqi Wang
Xian Sun
ViT
290
19
0
26 Sep 2024
Weak Labeling for Cropland Mapping in Africa
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2024
G. Q. Hacheme
Akram Zaytar
G. Tadesse
Caleb Robinson
Rahul Dodhia
J. L. Ferres
Stephen Wood
106
2
0
13 Jan 2024
Learning Semantic Segmentation with Query Points Supervision on Aerial Images
Santiago Rivier
Carlos Hinojosa
Silvio Giancola
Guohao Li
282
0
0
11 Sep 2023
Self-Supervised Masked Digital Elevation Models Encoding for Low-Resource Downstream Tasks
Priyam Mazumdar
Aiman Soliman
Volodymyr V. Kindratenko
Luigi Marini
Kenton McHenry
186
0
0
06 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
302
245
0
05 May 2023
Investigating Imbalances Between SAR and Optical Utilization for Multi-Modal Urban Mapping
Joint Urban Remote Sensing Event (JURSE), 2023
Sebastian Hafner
Y. Ban
A. Nascetti
141
1
0
11 Apr 2023
Monitoring Urban Forests from Auto-Generated Segmentation Maps
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2022
C. Albrecht
Chenying Liu
Yi Wang
L. Klein
Xiaoxiang Zhu
117
7
0
14 Jun 2022
Segmenting across places: The need for fair transfer learning with satellite imagery
Miaohui Zhang
Harvineet Singh
Lazarus Chok
R. Chunara
243
14
0
09 Apr 2022
A Review of Landcover Classification with Very-High Resolution Remotely Sensed Optical Images-Analysis Unit,Model Scalability and Transferability
Remote Sensing (RS), 2022
R. Qin
Tao Liu
283
82
0
07 Feb 2022
SEN12MS-CR-TS: A Remote Sensing Data Set for Multi-modal Multi-temporal Cloud Removal
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022
Patrick Ebel
Yajin Xu
M. Schmitt
Xiaoxiang Zhu
219
131
0
24 Jan 2022
RapidAI4EO: A Corpus for Higher Spatial and Temporal Reasoning
G. Marchisio
P. Helber
B. Bischke
T. Davis
Çaglar Senaras
D. Zanaga
R. Van De Kerchove
A. Wania
194
7
0
05 Oct 2021
MSTC*:Multi-robot Coverage Path Planning under Physical Constraints
IEEE International Conference on Robotics and Automation (ICRA), 2021
Jing Tang
Chun Sun
Xinyu Zhang
142
48
0
10 Aug 2021
Evaluating explainable artificial intelligence methods for multi-label deep learning classification tasks in remote sensing
International Journal of Applied Earth Observation and Geoinformation (JAEOG), 2021
Ioannis Kakogeorgiou
Konstantinos Karantzalos
XAI
226
148
0
03 Apr 2021
Remote Sensing Image Classification with the SEN12MS Dataset
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS Annals), 2021
M. Schmitt
Yulin Wu
147
27
0
01 Apr 2021
Land Cover Mapping in Limited Labels Scenario: A Survey
Rahul Ghosh
X. Jia
Vipin Kumar
276
6
0
03 Mar 2021
Synthesizing Optical and SAR Imagery From Land Cover Maps and Auxiliary Raster Data
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2020
Gerald Baier
Antonin Deschemps
M. Schmitt
Xiangwei Zhu
GAN
183
47
0
23 Nov 2020
Semi-Supervised Semantic Segmentation in Earth Observation: The MiniFrance Suite, Dataset Analysis and Multi-task Network Study
J. Castillo-Navarro
Bertrand Le Saux
Alexandre Boulch
Nicolas Audebert
Sébastien Lefèvre
149
85
0
15 Oct 2020
Mining self-similarity: Label super-resolution with epitomic representations
Nikolay Malkin
Anthony Ortiz
Caleb Robinson
Nebojsa Jojic
204
13
0
24 Apr 2020
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