Title :
Robust approach for palm (Roi) extraction in palmprint recognition system
Author :
Shekhar, Subhashrahul ; Kumar, BV Sravan ; Ramesh, S.
Author_Institution :
Dept. of Ece, KCG Coll. of Technol., Chennai, India
Abstract :
Palmprint based biometric system is potentially a good choice for biometric applications due to its richness in amount of features. Palmprint contains geometric features, line features, point features, texture features, and statistical features. One of the important stages in the system is pre-processing which contains some operations such as filtering, Morphological operations, Region of Interest (ROI) extraction, normalization, etc. In this paper, we propose a simple methodology for localizing the palm and extracting the ROI. Although pre-processing has been discussed in different papers incidentally, but no definite precise approach has been introduced. We pay more attention towards more essential stage of palm Localization and ROI Extraction.
Keywords :
computational geometry; feature extraction; image texture; palmprint recognition; statistical analysis; geometric features; line features; palm ROI extraction; palm localization; palmprint recognition system; palmprint-based biometric system; point features; region-of-interest; statistical features; texture features; Educational institutions; Feature extraction; Fingerprint recognition; Image segmentation; Thumb; Transforms; Biometrics; Image pre-processing; Palmprint; ROI; Region based segmentation;
Conference_Titel :
Engineering Education: Innovative Practices and Future Trends (AICERA), 2012 IEEE International Conference on
Conference_Location :
Kottayam
Print_ISBN :
978-1-4673-2267-6
DOI :
10.1109/AICERA.2012.6306747