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Dias, Usham
- Motion Based Object Detection and Classification for Night Surveillance
Abstract Views :162 |
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Authors
Usham Dias
1,
Milind Rane
1
Affiliations
1 Department of Electronics and Telecommunications, Vishwakarma Institute of Technology, IN
1 Department of Electronics and Telecommunications, Vishwakarma Institute of Technology, IN
Source
ICTACT Journal on Image and Video Processing, Vol 3, No 2 (2012), Pagination: 518-521Abstract
This paper describes a simple technique for object detection and temporal data association of thermal image sequences. Night surveillance system using thermal imaging involves object detection, temporal data association and tracking of object. Object detection could be motion based or feature based. The temporal data association in multi-object classification involves finding the minimum distances between an object in current frame to the objects in previous frame. A performance comparison is made between two techniques for object detection based on timing constraints and qualitative analysis. The second method proposed clearly outperforms the first in terms of timing. Target classification using neural network dynamically identifies the moving object. Implementation is done using MATLAB software.Keywords
Object Detection, Thermal Imaging, Night Surveillance, Neural Network.- A Neural Network Based Iris Recognition System for Personal Identification
Abstract Views :337 |
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Authors
Affiliations
1 Department of Electronics and Telecommunication, Padre Conceicao College of Engineering, Goa, IN
1 Department of Electronics and Telecommunication, Padre Conceicao College of Engineering, Goa, IN