Author

Mingyang Sun

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Open access Oct 2026

Fine-scale grassland land-cover classification using UAV RGB and multispectral imagery with staged feature selection

Accurate mapping of grassland vegetation and bare land is important for grassland degradation assessment and ecological management. This study investigated the effectiveness of integrating visible and multispectral imagery with staged feature selection for fine-scale grassland land-cover classification. Four...

Ying Liu, Ming-Yang Jiang, Hai-Yan Zhao et al. · Frontiers in Plant Science · 0 citations

Open access 2026

A Vision Transformer for Bearing Fault Diagnosis Based on Wavelet Transform and Frequency-Domain Circulant Attention

This paper proposes a highly efficient framework, the Frequency-domain Circulant Attention Vision Transformer (FC-ViT), for robust rotating machinery monitoring, and demonstrates superior noise immunity and cross-load generalization.

Zhijun Teng, Ji-Qiu Li, Mingyang Sun et al. · IEEE Access · 0 citations