Crowd Analysis (Paperback) (ISBN-13: 9786208010355)

This Book focuses on crowd behavior analysis for public safety, using advanced deep neural networks and CCTV footage. It reviews the latest CNN software tools and techniques, presenting a taxonomy of crowd behavior analysis architectures and datasets. The study proposes a novel system using CNN models like Inception-V4 and InceptionResNet, along with RNN models such as LSTM and GRU, to enhance accuracy in detecting suspicious activities and improving crowd management strategies.

Author: Vishakha Nagrale, Niraj Nagrale
ISBN-10: 6208010357
ISBN-13: 9786208010355
Publisher: LAP Lambert Academic Publishing
Language: English
Published: 08/30/2024
Pages: 184
Format: Paperback
Weight: 0.61lbs
Size: 9.00h x 6.00w x 0.42d