Saliency Based Person Re-Identification in Video Using Color Features
Journal Title: GRD Journal for Engineering - Year 2016, Vol 1, Issue 10
Abstract
Human re-identification is to match persons observed in non-overlapping camera views with visual features for inter camera tracking. Person re-identification in a non-overlapping multi-camera scenario is an open and interesting challenge. Humans are inherently able to sample those relevant people’s details that allow us to correctly solve the problem in a fraction of a second. But the task can hardly be completed by machines. Human salience is distinctive and reliable information in matching persons across disjoint camera views. So a saliency based approach can be used to re-identify persons in video. The model includes three stages: I) input processing, ii) video processing, iii) matching. The proposed person representation combines visual features either considering or not the saliency. The proposed approach has been extensively evaluated on 3DPes public datasets.
Authors and Affiliations
Srujy Krishna A U, Shimy Joseph
A Detailed Study On Car-Free City And Conversion Of Existing Cities And Suburbs To The Car-Free Model
Manufacture and use of cars are increasing day by day. This is creating environmental, social and aesthetic issues that we never imagined in last few decades. These problems force urban planners to think and design the c...
Utilization of Rainwater Harvesting and Runoff Water to different Aspect in Niyol Village
Urbanization has become a common feature of Indian society. Growth of industries as a result of industrialization, people have started moving towards the industrial areas in search of employment. These have resulted in t...
User Authentication using Keystroke Dynamics
There is need to secure sensitive data and computer systems from intruders while allowing ease of access for authenticating the user is one of the main problems in computer security. Traditionally, passwords have been th...
Experimental Study of a Heat Pump Assisted General Purpose Tray Dryer with Backup Heater
Drying is probably one of the oldest methods of food preservation. The tray dryer is widely used in a variety of applications because of its simple design and capability to dry products at high volume. A drying system in...
PV Fed Interleaved Superboost Converter with MPPT Controller for Renewable Energy Applications
Generally high voltage boost gain cannot be achieved in conventional step-up converters since the parasitic parameters will set an upper limit on the duty ratio at which the converter can efficiently operate. In recent y...