ISSN 2394-5125
 

Research Article 


ACCURATE PALM PRINT VERIFICATION WITH ADAPTIVE HISTOGRAM EQUALIZATION AND DEEP LEARNING ALGORITHM

Ms.K.KOKILA, KISHANTHINI N, PRIYANKA R, YAMUNA SRI V V.

Abstract
Biometrics can offer better identity accuracy than other authentication system, so it's greater suitable for some real-time person identification system that need higher-standard security. A biometric technology describes a hard and fast techniques to analyses certain individual's biometric features, store and after which using the ones patterns to identity of a person. Among numerous biometrics methodologies, palm print identity has received greater attention due to its excellent performance. In palm print image a large amount of unwanted minutiae present, those are presence of main positions, crinkles, folds, and other clatters. The computational need of palm print identity is also high and it precedes a large amount of period to locate identification of a palm print in massive databank. Here a new efficient palm print identification has been proposed that will help to increase the accuracy of recognition process. The palm print images are delineated and pre-processed with the assist of adaptive histogram equalization. ROI extraction is used for extract the particular location in pre-processed image. Therefore, the important factor of this effort become to confirm best arrangement of the nearby areas, called image chunks, as this may also talkthe problem ofdistortions in the contactless palm print images. The methodology that used for ROI imageries may be divided into 3 steps, (i) figuring out the grid plotfor palmprint image (ii) extracting neighborhood blocks that present around the selected grid points, and (iii) relating the extracted regions from the dual images to predict the similar score. Based on this matching score decision making was performed.

Key words: Biometrics, Palm Print, Region of Interest, Deep learning, Matching Score.


 
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How to Cite this Article
Pubmed Style

Ms.K.KOKILA , KISHANTHINI N, PRIYANKA R, YAMUNA SRI V V. ACCURATE PALM PRINT VERIFICATION WITH ADAPTIVE HISTOGRAM EQUALIZATION AND DEEP LEARNING ALGORITHM. JCR. 2020; 7(19): 3701-3710. doi:10.31838/jcr.07.19.441


Web Style

Ms.K.KOKILA , KISHANTHINI N, PRIYANKA R, YAMUNA SRI V V. ACCURATE PALM PRINT VERIFICATION WITH ADAPTIVE HISTOGRAM EQUALIZATION AND DEEP LEARNING ALGORITHM. http://www.jcreview.com/?mno=124710 [Access: September 15, 2020]. doi:10.31838/jcr.07.19.441


AMA (American Medical Association) Style

Ms.K.KOKILA , KISHANTHINI N, PRIYANKA R, YAMUNA SRI V V. ACCURATE PALM PRINT VERIFICATION WITH ADAPTIVE HISTOGRAM EQUALIZATION AND DEEP LEARNING ALGORITHM. JCR. 2020; 7(19): 3701-3710. doi:10.31838/jcr.07.19.441



Vancouver/ICMJE Style

Ms.K.KOKILA , KISHANTHINI N, PRIYANKA R, YAMUNA SRI V V. ACCURATE PALM PRINT VERIFICATION WITH ADAPTIVE HISTOGRAM EQUALIZATION AND DEEP LEARNING ALGORITHM. JCR. (2020), [cited September 15, 2020]; 7(19): 3701-3710. doi:10.31838/jcr.07.19.441



Harvard Style

Ms.K.KOKILA , KISHANTHINI N, PRIYANKA R, YAMUNA SRI V V (2020) ACCURATE PALM PRINT VERIFICATION WITH ADAPTIVE HISTOGRAM EQUALIZATION AND DEEP LEARNING ALGORITHM. JCR, 7 (19), 3701-3710. doi:10.31838/jcr.07.19.441



Turabian Style

Ms.K.KOKILA , KISHANTHINI N, PRIYANKA R, YAMUNA SRI V V. 2020. ACCURATE PALM PRINT VERIFICATION WITH ADAPTIVE HISTOGRAM EQUALIZATION AND DEEP LEARNING ALGORITHM. Journal of Critical Reviews, 7 (19), 3701-3710. doi:10.31838/jcr.07.19.441



Chicago Style

Ms.K.KOKILA , KISHANTHINI N, PRIYANKA R, YAMUNA SRI V V. "ACCURATE PALM PRINT VERIFICATION WITH ADAPTIVE HISTOGRAM EQUALIZATION AND DEEP LEARNING ALGORITHM." Journal of Critical Reviews 7 (2020), 3701-3710. doi:10.31838/jcr.07.19.441



MLA (The Modern Language Association) Style

Ms.K.KOKILA , KISHANTHINI N, PRIYANKA R, YAMUNA SRI V V. "ACCURATE PALM PRINT VERIFICATION WITH ADAPTIVE HISTOGRAM EQUALIZATION AND DEEP LEARNING ALGORITHM." Journal of Critical Reviews 7.19 (2020), 3701-3710. Print. doi:10.31838/jcr.07.19.441



APA (American Psychological Association) Style

Ms.K.KOKILA , KISHANTHINI N, PRIYANKA R, YAMUNA SRI V V (2020) ACCURATE PALM PRINT VERIFICATION WITH ADAPTIVE HISTOGRAM EQUALIZATION AND DEEP LEARNING ALGORITHM. Journal of Critical Reviews, 7 (19), 3701-3710. doi:10.31838/jcr.07.19.441