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Deep Learning: A Recent Computing Platform for Multimedia Information Retrieval

Deep Learning: A Recent Computing Platform for Multimedia Information Retrieval

Menaga D., Revathi S.
Copyright: © 2020 |Pages: 18
ISBN13: 9781799811923|ISBN10: 1799811921|ISBN13 Softcover: 9781799811930|EISBN13: 9781799811947
DOI: 10.4018/978-1-7998-1192-3.ch008
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MLA

D., Menaga, and Revathi S. "Deep Learning: A Recent Computing Platform for Multimedia Information Retrieval." Deep Learning Techniques and Optimization Strategies in Big Data Analytics, edited by J. Joshua Thomas, et al., IGI Global, 2020, pp. 124-141. https://doi.org/10.4018/978-1-7998-1192-3.ch008

APA

D., M. & S., R. (2020). Deep Learning: A Recent Computing Platform for Multimedia Information Retrieval. In J. Thomas, P. Karagoz, B. Ahamed, & P. Vasant (Eds.), Deep Learning Techniques and Optimization Strategies in Big Data Analytics (pp. 124-141). IGI Global. https://doi.org/10.4018/978-1-7998-1192-3.ch008

Chicago

D., Menaga, and Revathi S. "Deep Learning: A Recent Computing Platform for Multimedia Information Retrieval." In Deep Learning Techniques and Optimization Strategies in Big Data Analytics, edited by J. Joshua Thomas, et al., 124-141. Hershey, PA: IGI Global, 2020. https://doi.org/10.4018/978-1-7998-1192-3.ch008

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Abstract

Multimedia application is a significant and growing research area because of the advances in technology of software engineering, storage devices, networks, and display devices. With the intention of satisfying multimedia information desires of users, it is essential to build an efficient multimedia information process, access, and analysis applications, which maintain various tasks, like retrieval, recommendation, search, classification, and clustering. Deep learning is an emerging technique in the sphere of multimedia information process, which solves both the crisis of conventional and recent researches. The main aim is to resolve the multimedia-related problems by the use of deep learning. The deep learning revolution is discussed with the depiction and feature. Finally, the major application also explained with respect to different fields. This chapter analyzes the crisis of retrieval after providing the successful discussion of multimedia information retrieval that is the ability of retrieving an object of every multimedia.

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