Combination of Transfer Deep Learning and Classical Machine Learning Models for Multi-View Image Analysis

Combination of Transfer Deep Learning and Classical Machine Learning Models for Multi-View Image Analysis

Deep learning has become widely used in image analysis. Transfer learning can make use of information from other datasets for the analysis of the chosen dataset. When there is a small number of images at hand, transfer learning using pre-trained models with coefficients already estimated from other...

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Bibliographic Details
Main Authors: Zheng Xu, Cong Wu
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Computer Sciences & Mathematics Forum
Subjects:
deep learning
transfer learning
feature extraction
random forest
plant image phenotyping
multiview images
Online Access:https://www.mdpi.com/2813-0324/7/1/13

Internet

https://www.mdpi.com/2813-0324/7/1/13

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