Research Article

[Retracted] A Machine Learning Algorithm to Automate Vehicle Classification and License Plate Detection

Table 1

Summary of ANPR system techniques.

FromExtractionProcedure segmentationRecognition

Slimani, I. et.al (2019) [20]Otsu adaptive thresholding, CCA, edge detection-CannyClosed curvesTemplate matching
Kashyap, A. et.al (2018)Edge statistics and morphology techniquesBounding boxTemplate matching
Vaishnav, A. et.al (2018) [21]Morphology techniquesRegion props bounding box using MATLABTemplate matching
Laroca, R. et.al (2018) [22]Object detection, CNNs (YOLO detector)Character segmentation CNNs, bounding boxData augmentation, distant CNNs for letter and digits
Yogheedha, K. et.al (2018) [24]Preprocessing techniques, Otsu’s thresholdingBounding box feature and template matching OCR
Ashtari et.al (2014) [25]Color features (Hue and shape) with vertical/slope sweepImage processing filter (histogram, Laplacian, morphology), connected component/projection analysisDecision tree and SVM