Search Results for author: Guichen Zhang

Found 2 papers, 1 papers with code

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

1 code implementation • 19 Dec 2019 • Xiao Xiang Zhu, Jingliang Hu, Chunping Qiu, Yilei Shi, Jian Kang, Lichao Mou, Hossein Bagheri, Matthias Häberle, Yuansheng Hua, Rong Huang, Lloyd Hughes, Hao Li, Yao Sun, Guichen Zhang, Shiyao Han, Michael Schmitt, Yuanyuan Wang

This is especially true for an automated analysis of remote sensing images on a global scale, which enables us to address global challenges such as urbanization and climate change using state-of-the-art machine learning techniques.

BIG-bench Machine Learning Cultural Vocal Bursts Intensity Prediction +1

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Fusion of Heterogeneous Earth Observation Data for the Classification of Local Climate Zones

no code implementations • 29 May 2019 • Guichen Zhang, Pedram Ghamisi, Xiao Xiang Zhu

This paper proposes a novel framework for fusing multi-temporal, multispectral satellite images and OpenStreetMap (OSM) data for the classification of local climate zones (LCZs).

Classification Earth Observation +1

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