Publications

. Building footprint generation Classification Convolutional neural network Cross-domain classification Deep learning Domain adaptation Environmental management Gaofen-1 Height estimation High-spatial resolution Human brain Land cover mapping Local climate zone classification Medical hyperspectral images Multi-source image Ocean wind speed PlanetScope Remote sensing Roof segments and orientations Self-supervised learning Multi-modal learning Representation learning Audiovisual dataset Semi-supervised domain adaptation Semi-supervised learning Sentinel-2 Social media image analysis Super-resolution Transfer learning Transformer networks Urban ecosystem services Urban tree canopy

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2023

Zhou, Fei; Sun, Xin; Sun, Chengze; Dong, Junyu; Zhu, Xiao Xiang

Adaptive Morphology Filter: A Lightweight Module for Deep Hyperspectral Image Classification Journal Article

IEEE Transactions on Geoscience and Remote Sensing, 61 , pp. 1-16, 2023.

Links | BibTeX | Tags: Convolution Kernel Morphology Feature extraction Training Hyperspectral imaging Information filters Deep learning (DL) hyperspectral image (HSI) classification morphology filter structural reparameterization (SRP)

Our project is done in close collaboration with the Technical University of Munich. In particular with the TUM Data Science in Earth Observation (Sipeo) group. The complete list of associated publications might be also interesting for you and is available here.

Artificial Intelligence for Earth Observation

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