IEEE

Cross-Domain Hyperspectral Image Classification via Mamba–CNN and Knowledge Distillation

Abstract: Domain adaptation (DA)-based cross-domain hyperspectral image (HSI) classification methods have garnered significant attention. The majority of DA techniques utilize models based on ...
IEEE

Semantic-Guided Cross-Modal Feature Alignment for Cross-Domain Few-Shot Hyperspectral Image Classification

Abstract: When facing the challenge of limited samples, existing hyperspectral image (HSI) classification methods typically assume that source domain samples (with prior knowledge) and target task ...
IEEE

Reconstruction-Enhanced Prototype Network for Hyperspectral Image Open-Set Classification

Abstract: With the gradual maturity of deep learning technology and its extensive application in the field of remote sensing, hyperspectral image (HSI) classification technology has made tremendous ...
IEEE

A Fast and Memory-Efficient CNN Accelerator for ECG Classification in Remote Healthcare Systems

Abstract: Electrocardiogram (ECG) classification is crucial for addressing cardiovascular challenges in remote healthcare systems. Recent advances in artificial intelligence, particularly ...