An Introduction to Image Classification From Designed Models to End-to-End Learning /

Image classification is a critical component in computer vision tasks and has numerous applications. Traditional methods for image classification involve feature extraction and classification in feature space. Current state-of-the-art methods utilize end-to-end learning with deep neural networks, wh...

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Bibliographic Details

Main Author:	Toennies, Klaus D. (Author)
Corporate Author:	SpringerLink (Online service)
Format:	Electronic eBook
Language:	English
Published:	Singapore : Springer Nature Singapore : Imprint: Springer, 2024.
Edition:	1st ed. 2024.
Subjects:	Computer vision. Machine learning. Pattern recognition systems. Biometric identification. Artificial intelligence > Data processing. Computer Vision. Machine Learning. Automated Pattern Recognition. Biometrics. Data Science.
Online Access:	https://doi.org/10.1007/978-981-99-7882-3
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