18 citations · 23 across the 5 of their papers we have counts for
4 papers · 1 filter
AIO2: Online Correction of Object Labels for Deep Learning with Incomplete Annotation in Remote Sensing Image Segmentation
Chenying Liu, Conrad M Albrecht, Yi Wang +2
While the volume of remote sensing data is increasing daily, deep learning in Earth Observation faces lack of accurate annotations for supervised optimization. Crowdsourcing projec…
Feature Guided Masked Autoencoder for Self-supervised Learning in Remote Sensing
Yi Wang, Hugo Hernández Hernández, Conrad M Albrecht +1
Self-supervised learning guided by masked image modelling, such as Masked AutoEncoder (MAE), has attracted wide attention for pretraining vision transformers in remote sensing. How…
Deep Semantic Model Fusion for Ancient Agricultural Terrace Detection
Yi Wang, Chenying Liu, Arti Tiwari +4
Discovering ancient agricultural terraces in desert regions is important for the monitoring of long-term climate changes on the Earth's surface. However, traditional ground surveys…
DeepLCZChange: A Remote Sensing Deep Learning Model Architecture for Urban Climate Resilience
Wenlu Sun, Yao Sun, Chenying Liu +1
Urban land use structures impact local climate conditions of metropolitan areas. To shed light on the mechanism of local climate wrt. urban land use, we present a novel, data-drive…