Transfer Learning Enhanced Vision-based Human Activity Recognition: A Decade-long Analysis

Transfer Learning Enhanced Vision-based Human Activity Recognition: A Decade-long Analysis

The discovery of several machine learning and deep learning techniques has paved the way to extend the reach of humans in various real-world applications. Classical machine learning algorithms assume that training, validation, and testing data come from the same domain, with similar input feature sp...

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Bibliographic Details
Main Authors: Abhisek Ray, Maheshkumar H. Kolekar, R. Balasubramanian, Adel Hafiane
Format: Article
Language:English
Published: Elsevier 2023-04-01
Series:International Journal of Information Management Data Insights
Subjects:
Deep learning
Machine learning
Transfer learning
Human Activity Recognition
Online Access:http://www.sciencedirect.com/science/article/pii/S2667096822000854

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http://www.sciencedirect.com/science/article/pii/S2667096822000854

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