Multi-Scale U-Shape MLP for Hyperspectral Image Classification

no code implementations • 5 Jul 2023 • Moule Lin, WeiPeng Jing, Donglin Di, Guangsheng Chen, Houbing Song

Hyperspectral images have significant applications in various domains, since they register numerous semantic and spatial information in the spectral band with spatial variability of spectral signatures.

Classification Hyperspectral Image Classification

Optimized Vectorizing of Building Structures with Switch: High-Efficiency Convolutional Channel-Switch Hybridization Strategy

no code implementations • 26 Jun 2023 • Moule Lin, WeiPeng Jing, Chao Li, András Jung

The building planar graph reconstruction, a. k. a.

Graph Reconstruction

geoGAT: Graph Model Based on Attention Mechanism for Geographic Text Classification

no code implementations • 13 Jan 2021 • WeiPeng Jing, Xianyang Song, Donglin Di, Houbing Song

We use the method of graph convolutional neural network with attention mechanism to achieve this function.

General Classification Graph Attention +2

SAN: Scale-Aware Network for Semantic Segmentation of High-Resolution Aerial Images

no code implementations • 6 Jul 2019 • Jingbo Lin, WeiPeng Jing, Houbing Song

As a result, the network with the proposed module named scale-aware network (SANet) has a stronger ability to distinguish the ground objects with inconsistent scale.

Semantic Segmentation Vocal Bursts Intensity Prediction