Browsing by Subject "Optical flow"

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Automated overtaking assistance system: a real-time approach using deep learning techniques

Moonjarin, Musarrat; Charu, Krity Haque; Nafis, Kh. Fardin Zubair; Sawly, Suraya Jahan (Brac University, 2023-03)

Road accidents are one of the major causes of fateful deaths in Bangladesh. In most cases it is caused by Overtaking on highways or on regular roads. In terms of overtaking the major task is to decide whether the overtaking ...
Optical flow based violence detection from video footage using hybrid MobileNet and Bi-LSTM

Haque, Tashfia; Ahmed, Farhan Fuad; Ahmed, S. M. Irfan; Siam, Mohammad (Brac University, 2023-09)

This thesis presents a novel approach for the automatic detection, categorization, and sub-categorization of violent and nonviolent behaviors in video footage. This research addresses the growing necessity for enhanced ...
Traffic congestion detection and optimizing traffic flow using object detection, optical flow and fluid dynamics

Hossain, Md. Shahriyar; Bhuiyan, Md. Imtiaz; Dulali, Marjahan Akther (Brac University, 2022-01)

Bangladesh has been suffering a severe traffic congestion issue ever since it has been on a high paced development roadmap. Researches regarding solving such traffic issue has been in the talks but has never reached a ...