27 research outputs found
Computer vision based traffic monitoring system for multi-track freeways
Nowadays, development is synonymous with construction of infrastructure. Such road infrastructure needs constant attention in terms of traffic monitoring as even a single disaster on a major artery will disrupt the way of life. Humans cannot be expected to monitor these massive infrastructures over 24/7 and computer vision is increasingly being used to develop automated strategies to notify the human observers of any impending slowdowns and traffic bottlenecks. However, due to extreme costs associated with the current state of the art computer vision based networked monitoring systems, innovative computer vision based systems can be developed which are standalone and efficient in analyzing the traffic flow and tracking vehicles for speed detection. In this article, a traffic monitoring system is suggested that counts vehicles and tracks their speeds in realtime for multi-track freeways in Australia. Proposed algorithm uses Gaussian mixture model for detection of foreground and is capable of tracking the vehicle trajectory and extracts the useful traffic information for vehicle counting. This stationary surveillance system uses a fixed position overhead camera to monitor traffic
Scalable Semi-Supervised Clustering for Face Recognition with Insufficient Labelled Samples
Parallel implementation of local derivative pattern algorithm for fast image retrieval
A semi-supervised probabilistic model for clustering large databases of complex images
Propagation of Chandipura virus in chick embryos
930-932Stocks of three Indian Chandipura virus (CHPV)
isolates; one isolate from an adult febrile case in 1%5 from Chandipura town. Maharashtra, and two isolates from two pediatric
encephalitis cases from Andhra Pradesh,
2003 were inoculated in 10-day-old chick embryos by allantoic route. All three virus
isolates replicated in chick embryos showing titre of log 1012 to log
1013 EID50. The results demonstrated that chick embryos are
susceptible to CHPV and virus grows to high titres in this system. Therefore chick
embryos can be used as an alternative host system for cultivation and isolation
of CHPV as they are less expensive
than laboratory animals and have several other
advantages over cell cultures. Also this system can be used for the development
of vaccine and diagnostic reagent
