An automatic identification method of common species based on ensemble learning

An automatic identification method of common species based on ensemble learning

Camera traps are an important tool for animal resource surveys, allowing non-invasive wildlife image capture and providing essential data for species identification. However, the vast number of images generated requires significant manual effort for sorting, limiting its development in biodiversity...

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Bibliographic Details
Main Authors: Hao-Xuan Li, Mei Zhang, De-Yao Meng, Bo Geng, Zu-Kui Li, Chuan-Feng Huang, Wen-Kang Li, Han-Lin Jiang, Rong-Hai Wu, Xiao-Wei Li, Ben-Hui Chen, Deng-Qi Yang, Guo-Peng Ren
Format: Article
Language:English
Published: Elsevier 2025-05-01
Series:Ecological Informatics
Subjects:
Camera trap image
Common species
Species identification
Deep learning
Ensemble learning
Online Access:http://www.sciencedirect.com/science/article/pii/S157495412500055X
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