Optical flow based violence detection from video footage using hybrid MobileNet and Bi-LSTM

Optical flow based violence detection from video footage using hybrid MobileNet and Bi-LSTM

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2023.

Bibliographic Details
Main Authors: Haque, Tashfia, Ahmed, Farhan Fuad, Ahmed, S. M. Irfan, Siam, Mohammad
Other Authors: Alam, Md. Golam Rabiul
Format: Thesis
Language:English
Published: Brac University 2024
Subjects:
Surveillance camera
Violence detection
Deep learning
Motion detection
Beating
Use of weapons
Burning
Optical flow
Bidirectional Long Short-Term Memory (Bi-LSTM)
MobileNet V2
Crime detection
Real-time monitoring
Proactive security management
Machine learning
Cognitive learning theory
Online Access:http://hdl.handle.net/10361/22667

Internet

http://hdl.handle.net/10361/22667

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