Identification of chrysanthemum using hyperspectral imaging based on few-shot class incremental learning

Zeyi Cai, Mengyu He, Cheng Li, Hengnian Qi, Ruibin Bai, Jian Yang, Chu Zhang

Abstract: Highlights•Origin and variety identification of Chrysanthemum were studied by NIR-HSI.•Advanced deep learning and visualization methods were utilized for classification.•Few-shot Class-Incremental learning using the Replay training strategy was studied.•Good performances were obtained by Few-shot Class-Incremental learning approach.