Enhancing occluded and standard bird object recognition using fuzzy-based ensembled computer vision approach with convolutional neural network

Abstract Classifying bird species is essential for ecological study and biodiversity protection, currently, conventional approaches are frequently laborious and susceptible to mistakes. Convolutional Neural Networks (CNNs) provide a more reliable option for feature extraction and classification. By...

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Bibliographic Details
Main Authors: L. Richard, G. H. Dhruthi, M. Ashwin Kumar, Anoushka Ghosh, R. Arumuga Arun, N. Priyanka
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-05465-4
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