About this document
3-D2-D Hybrid Lightweight CNN Model Enhancing Canopy Feature Retrieval in Hyperspectral Imaging For Accurate Plant Species Classification by Joseph Franklin is a document available to read on EtoBox.
The document presents a novel 3-D–2-D hybrid lightweight CNN model, named Hybrid-LtCNN, designed to enhance canopy feature retrieval in hyperspectral imaging for improved plant species classification. This model addresses challenges such as overfitting and computational burden while achieving a macro F1-score of 0.9935, outperforming existing deep learning models. The study emphasizes the importance of utilizing both spectral and spatial information to effectively distinguish between plant species, particul
- Author
- Joseph Franklin
- Language
- EN