Sensors 2013, 13(3), 3799-3815; doi:10.3390/s130303799
Article

Sliding Window-Based Region of Interest Extraction for Finger Vein Images

email, * email, email and email
Received: 29 January 2013; in revised form: 8 March 2013 / Accepted: 14 March 2013 / Published: 18 March 2013
(This article belongs to the Section Physical Sensors)
View Full-Text   |   Download PDF [1332 KB, updated 21 June 2014; original version uploaded 21 June 2014]
Abstract: Region of Interest (ROI) extraction is a crucial step in an automatic finger vein recognition system. The aim of ROI extraction is to decide which part of the image is suitable for finger vein feature extraction. This paper proposes a finger vein ROI extraction method which is robust to finger displacement and rotation. First, we determine the middle line of the finger, which will be used to correct the image skew. Then, a sliding window is used to detect the phalangeal joints and further to ascertain the height of ROI. Last, for the corrective image with certain height, we will obtain the ROI by using the internal tangents of finger edges as the left and right boundary. The experimental results show that the proposed method can extract ROI more accurately and effectively compared with other methods, and thus improve the performance of finger vein identification system. Besides, to acquire the high quality finger vein image during the capture process, we propose eight criteria for finger vein capture from different aspects and these criteria should be helpful to some extent for finger vein capture.
Keywords: finger vein image; ROI extraction; sliding window; phalangeal joint; capture criteria
This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Export to BibTeX |
EndNote


MDPI and ACS Style

Yang, L.; Yang, G.; Yin, Y.; Xiao, R. Sliding Window-Based Region of Interest Extraction for Finger Vein Images. Sensors 2013, 13, 3799-3815.

AMA Style

Yang L, Yang G, Yin Y, Xiao R. Sliding Window-Based Region of Interest Extraction for Finger Vein Images. Sensors. 2013; 13(3):3799-3815.

Chicago/Turabian Style

Yang, Lu; Yang, Gongping; Yin, Yilong; Xiao, Rongyang. 2013. "Sliding Window-Based Region of Interest Extraction for Finger Vein Images." Sensors 13, no. 3: 3799-3815.


Sensors EISSN 1424-8220 Published by MDPI AG, Basel, Switzerland RSS E-Mail Table of Contents Alert