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So2Sat LCZ42: A Benchmark Dataset for Global Local Climate Zones
  Classification

So2Sat LCZ42: A Benchmark Dataset for Global Local Climate Zones Classification

19 December 2019
Xiao Xiang Zhu
Jingliang Hu
C. Qiu
Yilei Shi
Jian Kang
Lichao Mou
Hossein Bagheri
Matthias Häberle
Yuansheng Hua
Rong Huang
Lloyd H. Hughes
Hao Li
Yao Sun
Guichen Zhang
Shiyao Han
M. Schmitt
Yuanyuan Wang
ArXiv (abs)PDFHTML

Papers citing "So2Sat LCZ42: A Benchmark Dataset for Global Local Climate Zones Classification"

10 / 10 papers shown
Title
GEO-Bench: Toward Foundation Models for Earth Monitoring
GEO-Bench: Toward Foundation Models for Earth Monitoring
Alexandre Lacoste
Nils Lehmann
Pau Rodríguez López
Evan D. Sherwin
Hannah Kerner
...
David Vazquez
Dava Newman
Yoshua Bengio
Stefano Ermon
Xiao Xiang Zhu
SSLALMAI4CE
82
62
0
06 Jun 2023
SSL4EO-S12: A Large-Scale Multi-Modal, Multi-Temporal Dataset for
  Self-Supervised Learning in Earth Observation
SSL4EO-S12: A Large-Scale Multi-Modal, Multi-Temporal Dataset for Self-Supervised Learning in Earth Observation
Yi Wang
Nassim Ait Ali Braham
Zhitong Xiong
Chenying Liu
C. Albrecht
Xiao Xiang Zhu
103
73
0
13 Nov 2022
EarthNets: Empowering AI in Earth Observation
EarthNets: Empowering AI in Earth Observation
Zhitong Xiong
Fahong Zhang
Yi Wang
Yilei Shi
Xiao Xiang Zhu
253
74
0
10 Oct 2022
Semantic Interleaving Global Channel Attention for Multilabel Remote
  Sensing Image Classification
Semantic Interleaving Global Channel Attention for Multilabel Remote Sensing Image Classification
Yongkun Liu
Kesong Ni
Yu-he Zhang
Lijian Zhou
Kun Zhao
48
12
0
04 Aug 2022
Self-supervised Learning in Remote Sensing: A Review
Self-supervised Learning in Remote Sensing: A Review
Yi Wang
C. Albrecht
Nassim Ait Ali Braham
Lichao Mou
Xiao Xiang Zhu
165
229
0
27 Jun 2022
TorchGeo: Deep Learning With Geospatial Data
TorchGeo: Deep Learning With Geospatial Data
Adam J. Stewart
Caleb Robinson
Isaac Corley
Anthony Ortiz
J. L. Ferres
Arindam Banerjee
3DPC
111
79
0
17 Nov 2021
Developing High Quality Training Samples for Deep Learning Based Local
  Climate Zone Classification in Korea
Developing High Quality Training Samples for Deep Learning Based Local Climate Zone Classification in Korea
Minho Kim
Doyoung Jeong
Hyoungwoo Choi
Yongil Kim
28
2
0
03 Nov 2020
Deep Learning Meets SAR
Deep Learning Meets SAR
Xiaoxiang Zhu
S. Montazeri
Mohsin Ali
Yuansheng Hua
Yuanyuan Wang
Lichao Mou
Yilei Shi
Feng Xu
R. Bamler
83
226
0
17 Jun 2020
Multi-level Feature Fusion-based CNN for Local Climate Zone
  Classification from Sentinel-2 Images: Benchmark Results on the So2Sat LCZ42
  Dataset
Multi-level Feature Fusion-based CNN for Local Climate Zone Classification from Sentinel-2 Images: Benchmark Results on the So2Sat LCZ42 Dataset
C. Qiu
Xiaochong Tong
M. Schmitt
B. Bechtel
Xiaoxiang Zhu
93
54
0
16 May 2020
A framework for large-scale mapping of human settlement extent from
  Sentinel-2 images via fully convolutional neural networks
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
93
59
0
31 Jan 2020
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