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Property‐based shadow detection and removal method for licence plate image
- Source :
- IET Image Processing. 14:1415-1425
- Publication Year :
- 2020
- Publisher :
- Institution of Engineering and Technology (IET), 2020.
-
Abstract
- Shadow detection and removal is a classic research in the field of image processing. This work aims to address the problem of shadow detection and removal for licence plate. The shadow detection and removal method based on inherent properties of licence plate is presented in this study. First, an S–V-channel-property-based shadow detection algorithm is investigated to extract the background-shaded area of licence plate. Afterwards, a shadow edge location algorithm is proposed to detect the complete shadow edge. Then, the shadow is removed on H, S, and V channels with different strategies, respectively. Also, a filter-based median filtering algorithm is employed to remove the pseudo-edge. Finally, the proposed method is verified through comparing with other generic shadow detection and removal methods quantitatively and qualitatively.
- Subjects :
- Computer science
business.industry
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
020206 networking & telecommunications
Image processing
02 engineering and technology
Filter (signal processing)
Edge (geometry)
GeneralLiterature_MISCELLANEOUS
Edge detection
Object detection
Image (mathematics)
Signal Processing
Shadow
0202 electrical engineering, electronic engineering, information engineering
Median filter
020201 artificial intelligence & image processing
Computer vision
Computer Vision and Pattern Recognition
Artificial intelligence
Electrical and Electronic Engineering
business
Software
ComputingMethodologies_COMPUTERGRAPHICS
Subjects
Details
- ISSN :
- 17519667
- Volume :
- 14
- Database :
- OpenAIRE
- Journal :
- IET Image Processing
- Accession number :
- edsair.doi...........1b23a32fb0864ca5a47226b26c5fe0f1