Spectral-Spatial Feature Reduction for Hyperspectral Image Classification. - Md. Touhid Islam; Mohadeb Kumar; Md. Rashedul Islam (MIET (2), 2022)

A Deep Learning-Based Hyperspectral Object Classification Approach via Imbalanced Training Samples Handling. - Md. Touhid Islam; Md. Rashedul Islam; Md. Palash Uddin; Anwaar Ulhaq (Remote. Sens., 2023)

Spectrally Segmented-Enhanced Neural Network for Precise Land Cover Object Classification in Hyperspectral Imagery. - Md. Touhid Islam; Md. Rashedul Islam; Md. Palash Uddin; Anwaar Ulhaq (Remote. Sens., 2024)

Improving Hyperspectral Image Classification with Compact Multi-Branch Deep Learning. - Md. Rashedul Islam; Md. Touhid Islam; Md. Palash Uddin; Anwaar Ulhaq (Remote. Sens., 2024)