Human detection and alert generation system from live and recorded camera feeds
Omraj Kumar (92217017)
Human detection and alert generation system from live and recorded camera feeds - MSC DA 2017-2019
Real-time object detection and tracking is a vast, vibrant yet inconclusive and
complex area of computer vision. Due to its increased utilization in surveillance,
tracking system used in security and many others applications have
propelled researchers to continuously devise more ecient and competitive
algorithms. However, problems emerge in implementing object detection and
tracking in real-time; such as tracking under dynamic environment, expensive
computation to t the real-time performance, or multi-camera multi-objects
tracking make this task strenuously dicult. Though, many methods and
techniques have been developed, but in this literature review we have discussed
some famous and basic methods of object detection and tracking. In the end
we have also given their general applications and results.
HUMAN DETECTION
OBJECT DETECTION
CONVOLUTIONAL NEURAL NETWORKS
Human detection and alert generation system from live and recorded camera feeds - MSC DA 2017-2019
Real-time object detection and tracking is a vast, vibrant yet inconclusive and
complex area of computer vision. Due to its increased utilization in surveillance,
tracking system used in security and many others applications have
propelled researchers to continuously devise more ecient and competitive
algorithms. However, problems emerge in implementing object detection and
tracking in real-time; such as tracking under dynamic environment, expensive
computation to t the real-time performance, or multi-camera multi-objects
tracking make this task strenuously dicult. Though, many methods and
techniques have been developed, but in this literature review we have discussed
some famous and basic methods of object detection and tracking. In the end
we have also given their general applications and results.
HUMAN DETECTION
OBJECT DETECTION
CONVOLUTIONAL NEURAL NETWORKS