El-Alfy M Intelligent Image and Video Analytics Applications 2023 | 12.43 MB
N/A | 361 Pages

Title: Intelligent Image and Video Analytics: Clustering and Classification Applications
Author: El-Sayed M. El-Alfy
Year: 2023

Description:
Video has rich information including meta-data, visual, audio, spatial and temporal data which can be analysed to extract a variety of low and high-level features to build predictive computational models using machine-learning algorithms to discover interesting patterns, concepts, relations, and associations. This book includes a review of essential topics and discussion of emerging methods and potential applications of video data mining and analytics. It integrates areas like intelligent systems, data mining and knowledge discovery, big data analytics, machine learning, neural network, and deep learning with focus on multimodality video analytics and recent advances in research/applications. Features: This book aims at researchers, professionals and graduate students in image processing, video analytics, computer science and engineering, signal processing, machine learning, and electrical engineering.

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