IEEE

Multimodal Ultra-Short-Term Irradiance Forecasting Based on Sky Images: Exploring the Complementary Characteristics of Clouds and Irradiance

Abstract: The high uncertainty in solar irradiance changes limits its application in power grids. Data-driven research that integrates sky images and irradiance has made significant advances. However, ...
IEEE

PointNet++ (MSG-DSLS): A Classification Framework With Dynamic Step-Size Loop-Sampling for High-Density Tree Point Clouds

Abstract: PointNet++ (MSG), a PointNet++ module, can accurately identify tree species from 3-D point clouds. However, one drawback of the MSG method is its inability to classify high-density point ...
GitHub

PointNetLite: Lightweight 3D Object Classification

Consistent dataset loading, augmentation, and sampling-and-grouping modules Shared training, evaluation, and logging utilities Plug-and-play support for different model architectures (PointNetLite, ...
Microsoft

GeoVision Labeler: Zero-Shot Geospatial Classification with Vision and Language Models

Classifying geospatial imagery remains a major bottleneck for applications such as disaster response and land-use monitoring-particularly in regions where annotated data is scarce or unavailable.