TY  - JOUR
PY  - 2022//
TI  - Geometric invariant features for the detection and analysis of vehicle
JO  - Multimedia tools and applications
A1  - Anandhalli, Mallikarjun
A1  - Tanuja, A.
A1  - Baligar, Pavana
SP  - ePub
EP  - ePub
VL  - ePub
IS  - ePub
N2  - The intelligent traffic management system (ITS) is one of the active research areas. Vehicle detection is a major role in traffic analysis. In the paper, analysis of detecting vehicles is proposed based on the features posed by the vehicle. The foreground pixels from image are extracted by histogram based foreground segmentation. After segmenting, Hu-Moments and Eigen values features are extracted and normalized. The classifiers are trained with the extracted Hu-Moments and Eigen values. The experiments are conducted on different benchmark datasets, and results are analysed considering the overall classification accuracy. <br><br>RESULTS of the algorithm are satisfactory and acceptable in real time.<p />  <p>Language: en</p>
LA  - en
SN  - 1380-7501
UR  - http://dx.doi.org/10.1007/s11042-022-12919-8
ID  - ref1
ER  -