How Transferable are Herbarium-Field Features in Few-Shot Plant Identification with Triplet Loss?

How Transferable are Herbarium-Field Features in Few-Shot Plant Identification with Triplet Loss?

Due to the limited tropical plant field photos but increasing digitized herbarium specimens, cross-domain plant identification has been employed to investigate the use of herbarium specimens on automated plant identification. However, the domain shift between herbarium and field images makes identif...

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Bibliographic Details
Main Authors: Sophia, Chulif, Lee, Sue Han, Chang, Yang Loong, Mark Tsun, Tee Kit, Chai, Kok Chin, Then, Yi Lung
Format: Proceeding
Language:English
Published: 2023
Subjects:
S Agriculture (General)
T Technology (General)
Online Access:http://ir.unimas.my/id/eprint/43968/1/How_Transferable_are_Herbarium-Field_Features_in_Few-Shot_Plant_Identification_with_Triplet_Loss.pdf
http://ir.unimas.my/id/eprint/43968/
https://ieeexplore.ieee.org/document/10317564
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Institution: Universiti Malaysia Sarawak
Language: English

Internet

http://ir.unimas.my/id/eprint/43968/1/How_Transferable_are_Herbarium-Field_Features_in_Few-Shot_Plant_Identification_with_Triplet_Loss.pdf
http://ir.unimas.my/id/eprint/43968/
https://ieeexplore.ieee.org/document/10317564

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