Intelligent Image And Video Analytics

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Intelligent Image And Video Analytics
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Author : El-Sayed M. El-Alfy
language : en
Publisher: CRC Press
Release Date : 2023-04-12
Intelligent Image And Video Analytics written by El-Sayed M. El-Alfy and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-04-12 with Computers categories.
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.
Recent Advances In Intelligent Image Search And Video Retrieval
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Author : Chengjun Liu
language : en
Publisher: Springer
Release Date : 2017-04-18
Recent Advances In Intelligent Image Search And Video Retrieval written by Chengjun Liu and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-04-18 with Technology & Engineering categories.
This book initially reviews the major feature representation and extraction methods and effective learning and recognition approaches, which have broad applications in the context of intelligent image search and video retrieval. It subsequently presents novel methods, such as improved soft assignment coding, Inheritable Color Space (InCS) and the Generalized InCS framework, the sparse kernel manifold learner method, the efficient Support Vector Machine (eSVM), and the Scale-Invariant Feature Transform (SIFT) features in multiple color spaces. Lastly, the book presents clothing analysis for subject identification and retrieval, and performance evaluation methods of video analytics for traffic monitoring. Digital images and videos are proliferating at an amazing speed in the fields of science, engineering and technology, media and entertainment. With the huge accumulation of such data, keyword searches and manual annotation schemes may no longer be able to meet the practical demand for retrieving relevant content from images and videos, a challenge this book addresses.This book initially reviews the major feature representation and extraction methods and effective learning and recognition approaches, which have broad applications in the context of intelligent image search and video retrieval. It subsequently presents novel methods, such as improved soft assignment coding, Inheritable Color Space (InCS) and the Generalized InCS framework, the sparse kernel manifold learner method, the efficient Support Vector Machine (eSVM), and the Scale-Invariant Feature Transform (SIFT) features in multiple color spaces. Lastly, the book presents clothing analysis for subject identification and retrieval, and performance evaluation methods of video analytics for traffic monitoring. Digital images and videos are proliferating at an amazing speed in the fields of science, engineering and technology, media and entertainment. With the huge accumulation of such data, keyword searches and manual annotation schemes may no longer be able to meet the practical demand for retrieving relevant content from images and videos, a challenge this book addresses.
Intelligent Video Surveillance Systems
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Author : Maheshkumar H Kolekar
language : en
Publisher: CRC Press
Release Date : 2018-06-27
Intelligent Video Surveillance Systems written by Maheshkumar H Kolekar and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-06-27 with Computers categories.
This book will provide an overview of techniques for visual monitoring including video surveillance and human activity understanding. It will present the basic techniques of processing video from static cameras, starting with object detection and tracking. The author will introduce further video analytic modules including face detection, trajectory analysis and object classification. Examining system design and specific problems in visual surveillance, such as the use of multiple cameras and moving cameras, the author will elaborate on privacy issues focusing on approaches where automatic processing can help protect privacy.
Intelligent Image And Video Analytics
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Author : El-Sayed M. El-Alfy
language : en
Publisher:
Release Date : 2023
Intelligent Image And Video Analytics written by El-Sayed M. El-Alfy and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023 with Digital video categories.
Urban Transport Xix
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Author : C. A. Brebbia
language : en
Publisher: WIT Press
Release Date : 2013-05-01
Urban Transport Xix written by C. A. Brebbia and has been published by WIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-05-01 with Transportation categories.
This book contains the papers presented at the nineteenth annual International Conference on Urban Transport and the Environment. The papers cover research on how to minimise ecological and environmental impacts from urban transportation systems, make them sustainable, and use them to improve the socio-economic fabric of the city. Papers also address the concerns about the safety, security and efficiency of the systems.Topics covered include: Urban transport planning and Management; Transportation demand analysis; Traffic integration and control; Intelligent transport systems; Transport modelling and simulation; Land use and transport integration; Public transport systems; Environmental and ecological aspects; Air and noise pollution; Safety and security; Energy and transport fuels; Economic and social impact; and Advanced transport systems.
Intelligent Designs Innovations And Sustainability In Agriculture 4 0
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Author : Anand B. Deshpande
language : en
Publisher: CRC Press
Release Date : 2025-04-30
Intelligent Designs Innovations And Sustainability In Agriculture 4 0 written by Anand B. Deshpande and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-30 with Science categories.
Feeding an expanding population in light of environmental preservation and keeping production lean is a considerable challenge. Sustainable and Precise Agriculture relying on Industry 4.0 (Agri4) points toward creating strategic collaborations, innovations, and alternative approaches to old concerns, and incorporating solutions from other expertise domains. It requires intensive efforts from governments, investors, investigators, and developers. These initiatives address many problems while connecting more agrarians and their communities. Agri4 entails key agribusiness developments, viz. precision agriculture, biotech, IoT, and Big Data, to augment efficiency in dealing with growing population and climate change. Agri4 is likely to yield improvements such as sustainable practices education, environmental residue reduction, seed improvement, and traditional agricultural knowledge usage, among others. It promotes sustainable food production, community development, and scientific literacy by fostering effective natural resource administration. This book explores the transformative impact of Agriculture 4.0, guiding readers through the integration of digital technologies and sustainable practices into modern farming. It discusses how innovations like AI and the IoT are revolutionizing agriculture, enhancing connectivity, precision, and ecological awareness. The intended readers of the book include agricultural professionals, researchers, tech innovators, policymakers, and students. It caters to those interested in the convergence of modern technology and farming, particularly in advancing sustainable practices and understanding the future of agriculture in the digital age.
Rekognition Programming Guide
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Author : Richard Johnson
language : en
Publisher: HiTeX Press
Release Date : 2025-06-04
Rekognition Programming Guide written by Richard Johnson and has been published by HiTeX Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-04 with Computers categories.
"Rekognition Programming Guide" The "Rekognition Programming Guide" is an indispensable resource for architects, developers, and engineers aiming to master Amazon Rekognition and integrate advanced visual recognition capabilities into scalable cloud solutions. The guide begins with a robust systems-level overview, delving into the architecture, core APIs, and secure integration points of Rekognition, while systematically covering critical topics such as media handling, deployment strategies, multi-region high availability, and cost optimization for large-scale deployments. Building on its architectural foundation, the book offers in-depth coverage of authentication, permissions, and seamless SDK integration across multiple languages, ensuring developers can confidently implement best practices for identity management, secure API authentication, and robust monitoring. Detailed chapters explore the full spectrum of Rekognition's image and video analysis APIs, from real-time object and facial recognition to custom label inference, moderation pipelines, biometric data management, and the orchestration of complex serverless workflows. Extensive guidance is provided for designing resilient, automated, and cost-efficient pipelines by leveraging AWS Lambda, Step Functions, and event-driven architectures. The guide is further distinguished by its comprehensive focus on operational excellence, including test-driven development, automated validation, synthetic data usage, and advanced performance profiling. Dedicated sections tackle the nuanced challenges of data security, privacy regulation compliance, bias mitigation, adversarial threats, and the ethical governance of AI systems. The concluding chapters chart the future of visual recognition, covering custom hybrid solutions with SageMaker, edge deployments with IoT Greengrass, and insights into open-source frameworks and ongoing research trends, making this guide an authoritative, forward-looking companion for any professional working with Amazon Rekognition.
Cyber Security Intelligence And Analytics
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Author : Zheng Xu
language : en
Publisher: Springer
Release Date : 2019-04-24
Cyber Security Intelligence And Analytics written by Zheng Xu and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-04-24 with Computers categories.
This book presents the outcomes of the 2019 International Conference on Cyber Security Intelligence and Analytics (CSIA2019), an international conference dedicated to promoting novel theoretical and applied research advances in the interdisciplinary field of cyber security, particularly focusing on threat intelligence, analytics, and countering cyber crime. The conference provides a forum for presenting and discussing innovative ideas, cutting-edge research findings, and novel techniques, methods and applications on all aspects of Cyber Security Intelligence and Analytics.
Intelligent Video Surveillance
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Author : Antonio Neves
language : en
Publisher: Intechopen
Release Date : 2019
Intelligent Video Surveillance written by Antonio Neves and has been published by Intechopen this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019 with Computers categories.
The goal of Intelligent video surveillance systems is to efficiently extract useful information from a considerable number of videos collected by surveillance cameras by automatically detecting, tracking and recognizing objects of interest, and understanding and analyzing their activities. Video surveillance has a huge amount of applications, from public to private places. These applications require monitoring indoor and outdoor scenes. Nowadays, there are a considerable number of digital surveillance cameras collecting a huge amount of data on a daily basis. Researchers are urged to develop intelligent systems to efficiently extract and visualize useful information from this big data source. The exponential effort on the development of new algorithms and systems for video surveillance is confirmed by the amount of effort invested in projects and companies, the creation on new startups worldwide and, not less important, in the quantity and quality of the manuscripts published in a considerable number of journals and conferences worldwide. This book is an outcome of research done by several researchers who have highly contributed to the field of Video Surveillance. The main goal is to present recent advances in this important topic for the Image Processing community.
Handbook Of Research On Innovation Differentiation And New Technologies In Tourism Hotels And Food Service
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Author : Fernandes, Gonçalo Poeta
language : en
Publisher: IGI Global
Release Date : 2023-08-25
Handbook Of Research On Innovation Differentiation And New Technologies In Tourism Hotels And Food Service written by Fernandes, Gonçalo Poeta and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-25 with Business & Economics categories.
Tourism and hospitality are increasingly becoming more complex, having grown exponentially over the last decade. As the industry becomes more complex, new demands arise regarding its overall organization and operations, which call for not only more experienced and specialized staff, but also advanced technological solutions that support new paradigms and expectations. The Handbook of Research on Innovation, Differentiation, and New Technologies in Tourism, Hotels, and Food Service discusses the current changes and challenges in tourism and hospitality. Covering key topics such as entrepreneurship, local development, and technology, this major reference work is ideal for managers, entrepreneurs, business owners, industry professionals, researchers, academicians, scholars, practitioners, instructors, and students.