Score-based Fusion Schemes for Plant Identification from Multi-organ Images

• Main Authors: Nguyen, Thi Thanh Nhan, Do, Thanh Binh, Nguyen, Huy Hoang, Vu, Hai, Tran, Thi Thanh Hai, Le, Thi Lan
• Format: Article
• Language: English
• Published: H. : ĐHQGHN 2019
• Subjects: Plant identification; Convolutional neural network; Deep learning; Fusion
• Online Access: http://repository.vnu.edu.vn/handle/VNU_123/64759; https://doi.org/10.25073/2588-1086/vnucsce.201
• Institution: Vietnam National University, Hanoi

This paper describes some fusion techniques for achieving high accuracy species identification from images of different plant organs. Given a series of different image organs such as branch, entire, flower, or leaf, we firstly extract confidence scores for each single organ using a deep convolutiona...