Machine Learning for Intelligent Multimedia Analytics: Techniques and Applications

Kumar, Pardeep; Singh, Amit Kumar

This book presents applications of machine learning techniques in processing multimedia large-scale data. Multimedia such as text, image, audio, video, and graphics stands as one of the most demanding and exciting aspects of the information era. The book discusses new challenges faced by researchers in dealing with these large-scale data and also presents innovative solutions to address several potential research problems, e.g., enabling comprehensive visual classification to fill the semantic gap by exploring large-scale data, offering a promising frontier for detailed multimedia understanding, as well as extract patterns and making effective decisions by analyzing the large collection of data.

Details

Published by: Springer

Publication Date: 2022-01-17

Format: Paperback

ISBN-13: 9789811594946

DOI: 10.1007/978-981-15-9492-2

Dimensions: 235.0cm x155.0cm

Pages: 335.0