Intelligent Image and Video Analytics: Clustering and Classification Applications

ISBN-13: 9780367512989 / Angielski / Twarda / 2023 / 368 str.

El-Alfy, El-Sayed M.

Opis

This book reviews essential topics and discussion of emerging methods and potential applications of video data mining and analytics. It integrates areas like intelligent sys., data mining/knowledge discovery, big data analytics, ML, neural network and deep learning with focus on multimodality video analytics and recent advances.

Spis treści

1. Video Demographic Analytics of Social Media Users: Machine Learning Approach. 2. Toward Long-Term Person Re-Identification with Deep Learning. 3. A Comprehensive Review of Crowd Behavior and Social Group Analysis Techniques in Smart Surveillance. 4. Intelligent Traffic Video Analytics. 5. Live Cell Segmentation and Tracking Techniques. 6. Quantum Image Analysis - Status and perspectives. 7. Visual Analytics for Automated Behaviour Understanding in Learning Environments: A Review of Opportunities, Emerging Methods, and Challenges. 8. Residual-driven Fuzzy C-Means Clustering for Image Segmentation. 9. Intelligent Video Analytics: Person Re-identification.