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Automatic Real-time Vehicle Classification by Image Colour Component Based Template Matching

2022-10-11 02:03:32
Ahmet Orun
arXiv_AI
     
Abstract

Selection of appropriate template matching algorithms to run effectively on real-time low-cost systems is always major issue. This is due to unpredictable changes in image scene which often necessitate more sophisticated real-time algorithms to retain image consistency. Inefficiency of low cost auxiliary hardware and time limitations are the major constraints in using these sorts of algorithms. The real-time system introduced here copes with these problems utilising a fast running template matching algorithm, which makes use of best colour band selection. The system uses fast running real-time algorithms to achieve template matching and vehicle classification at about 4 frames /sec. on low-cost hardware. The colour image sequences have been taken by a fixed CCTV camera overlooking a busy multi-lane road

Abstract (translated)

URL

https://arxiv.org/abs/2210.06586

PDF

https://arxiv.org/pdf/2210.06586.pdf

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