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
Keywords
Related Articles
- EP ID EP220895
- DOI -
- Views 96
- Downloads 0
Camera Based Spectacles for Visually Impaired (Camspects)
Camspecta is a portable bar code reader for visually impaired people. This device consist of a pair of spectacles, a camera and head phones attached with it. When an object is held in front of the spectacles, it will det...
A Comparative Study of Constant Speed and Variable Speed Wind Energy Conversion Systems
In the early development of the wind energy, the majority of the wind turbines have been operated at constant speed. Subsequently, the number of variable-speed wind turbines installed in wind farms has increased. In this...
Effect on Energy use due to Different Orientation: A Case Study of Commercial Building
Building requires energy in their life cycle from its construction work to demolition work. Studies on the total energy use during the life cycle of buildings are desirable to recognize phases of largest energy use and t...
Design of Optimized Network on-Chip for Reliable Communication
In this paper, a new mesh-typed NoC(Network on Chip) architecture is proposed which aims at enhancing network performance. Networks-on-Chips (NoCs) are a new design paradigm for scalable high throughput communication inf...
An Approach Towards Generating Subtitles Automatically from Videos by Extracting Audio
Videos are very important and helpful in our daily life for understanding and comprehend the information. With the help of videos user can gain the knowledge and spreads that knowledge to the other peoples. Hence, here i...