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A Novel Method for Direction and Deformation Independent Iris Localization
- Source :
- 2018 5th International Conference on Signal Processing and Integrated Networks (SPIN).
- Publication Year :
- 2018
- Publisher :
- IEEE, 2018.
-
Abstract
- Iris Localization is the most challenging part of any Iris Recognition System. A lot of work has been done in efficient localization of iris but by taking the assumption that the person is looking straight into the Camera used for image capturing. To make this idea of Biometric System more robust, this paper introduces a new idea of polynomial curve fitting along with singleton expansion to accurately and efficiently localize the iris in any direction and distance from the camera. Also, a highly accurate pupil contour localization method is proposed which can be used in diagnosis of several eye related disorders.
- Subjects :
- 021110 strategic, defence & security studies
Computer science
business.industry
Iris recognition
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
0211 other engineering and technologies
Gaussian blur
02 engineering and technology
Pupil
Image (mathematics)
symbols.namesake
ComputingMethodologies_PATTERNRECOGNITION
medicine.anatomical_structure
Pattern recognition (psychology)
symbols
medicine
Canny edge detector
Computer vision
Artificial intelligence
Iris (anatomy)
business
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2018 5th International Conference on Signal Processing and Integrated Networks (SPIN)
- Accession number :
- edsair.doi...........cf228887b31d78385fe374ea34d8a3c5
- Full Text :
- https://doi.org/10.1109/spin.2018.8474038