Search Results for author: Sizhuo Li

Found 3 papers, 0 papers with code

Get Your Embedding Space in Order: Domain-Adaptive Regression for Forest Monitoring

no code implementations1 May 2024 Sizhuo Li, Dimitri Gominski, Martin Brandt, Xiaoye Tong, Philippe Ciais

Image-level regression is an important task in Earth observation, where visual domain and label shifts are a core challenge hampering generalization.

Earth Observation regression

Benchmarking Individual Tree Mapping with Sub-meter Imagery

no code implementations14 Nov 2023 Dimitri Gominski, Ankit Kariryaa, Martin Brandt, Christian Igel, Sizhuo Li, Maurice Mugabowindekwe, Rasmus Fensholt

There is a rising interest in mapping trees using satellite or aerial imagery, but there is no standardized evaluation protocol for comparing and enhancing methods.

Benchmarking Segmentation

Mega-cities dominate China's urban greening

no code implementations3 Jul 2023 Xiaoxin Zhang, Martin Brandt, Xiaoye Tong, Xiaowei Tong, Wenmin Zhang, Florian Reiner, Sizhuo Li, Feng Tian, Yuemin Yue, Weiqi Zhou, Bin Chen, Xiangming Xiao, Rasmus Fensholt

Trees play a crucial role in urban environments, offering various ecosystem services that contribute to public health and human well-being.

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