Moving Objects Detection Using Machine Learning

by Ashish M Kothari, Chandresh Vithalani, Navneet Ghedia, et al.

This book shows how machine learning can detect moving objects in a digital video stream. The authors present different background subtraction approaches, foreground segmentation, and object tracking approaches to accomplish this. They also propose an algorithm that considers a multimodal background subtraction approach that can handle a dynamic background and different constraints. The authors show how the proposed algorithm is able to detect and...

• Format: Paperback
• Language: English
• ISBN: 3030909093
• ISBN13: 9783030909093
• Release Date: December 2021
• Publisher: Springer
• Length: 85 Pages
• Weight: 0.32 lbs.
• Dimensions: 0.2" x 6.1" x 9.2"