Intelligent Image and Video Analytics

Intelligent Image and Video Analytics
Author :
Publisher : CRC Press
Total Pages : 404
Release :
ISBN-10 : 9781000851915
ISBN-13 : 1000851915
Rating : 4/5 (915 Downloads)

Book Synopsis Intelligent Image and Video Analytics by : El-Sayed M. El-Alfy

Download or read book Intelligent Image and Video Analytics written by El-Sayed M. El-Alfy and published by CRC Press. This book was released on 2023-04-12 with total page 404 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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: Provides up-to-date coverage of the state-of-the-art techniques in intelligent video analytics. Explores important applications that require techniques from both artificial intelligence and computer vision. Describes multimodality video analytics for different applications. Examines issues related to multimodality data fusion and highlights research challenges. Integrates various techniques from video processing, data mining and machine learning which has many emerging indoors and outdoors applications of smart cameras in smart environments, smart homes, and smart cities. 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.


Intelligent Image and Video Analytics Related Books

Intelligent Image and Video Analytics
Language: en
Pages: 404
Authors: El-Sayed M. El-Alfy
Categories: Computers
Type: BOOK - Published: 2023-04-12 - Publisher: CRC Press

GET EBOOK

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 featur
Video Analytics for Business Intelligence
Language: en
Pages: 374
Authors: Caifeng Shan
Categories: Computers
Type: BOOK - Published: 2012-04-07 - Publisher: Springer Science & Business Media

GET EBOOK

Closed Circuit TeleVision (CCTV) cameras have been increasingly deployed pervasively in public spaces including retail centres and shopping malls. Intelligent v
Recent Advances in Intelligent Image Search and Video Retrieval
Language: en
Pages: 246
Authors: Chengjun Liu
Categories: Technology & Engineering
Type: BOOK - Published: 2017-04-18 - Publisher: Springer

GET EBOOK

This book initially reviews the major feature representation and extraction methods and effective learning and recognition approaches, which have broad applicat
Visual Analytics for Data Scientists
Language: en
Pages: 440
Authors: Natalia Andrienko
Categories: Computers
Type: BOOK - Published: 2020-08-30 - Publisher: Springer Nature

GET EBOOK

This textbook presents the main principles of visual analytics and describes techniques and approaches that have proven their utility and can be readily reprodu
Tech Trends in Practice
Language: en
Pages: 189
Authors: Bernard Marr
Categories: Business & Economics
Type: BOOK - Published: 2020-04-09 - Publisher: John Wiley & Sons

GET EBOOK

***BUSINESS BOOK AWARDS - FINALIST 2021*** Discover how 25 powerful technology trends are transforming 21st century businesses How will the latest technologies