A Novel Approach for Low‐Quality Fingerprint Image Enhancement Using Spatial and Frequency Domain Filtering Techniques

2021 ◽  
pp. 265-299
Author(s):  
Mehak Sood ◽  
Akshay Girdhar
Keyword(s):  
Frequency Domain ◽  
Image Enhancement ◽  
Fingerprint Image ◽  
Novel Approach ◽  
Fingerprint Image Enhancement ◽  
Frequency Domain Filtering ◽  
Filtering Techniques

FINGERPRINT IMAGE ENHANCEMENT USING CNN FILTERING TECHNIQUES

2003 ◽  
Vol 13 (06) ◽  
pp. 453-460 ◽  
Author(s):  
ERTUGRUL SAATCI ◽  
VEDAT TAVSANOGLU
Keyword(s):  
Image Enhancement ◽  
Fingerprint Recognition ◽  
Fingerprint Image ◽  
Directional Filter ◽  
Ridge Pattern ◽  
Fingerprint Pattern ◽  
Fingerprint Image Enhancement ◽  
Filtering Techniques

Due to noisy acquisition devices and variation in impression conditions, the ridgelines of fingerprint images are mostly corrupted by various kinds of noise causing cracks, scratches and bridges in the ridges as well as blurs. These cause matching errors in fingerprint recognition. For an effective recognition the correct ridge pattern is essential which requires the enhancement of fingerprint images. Segment by segment analysis of the fingerprint pattern yields various ridge direction and frequencies. By selecting a directional filter with correct filter parameters to match ridge features at each point, we can effectively enhance fingerprint ridges. This paper proposes a fingerprint image enhancement based on CNN Gabor-Type filters.

scholarly journals Fingerprint Image Enhancement using Filtering Techniques

2002 ◽  
Vol 8 (3) ◽  
pp. 227-236 ◽  
Author(s):  
Shlomo Greenberg ◽  
Mayer Aladjem ◽  
Daniel Kogan
Keyword(s):  
Image Enhancement ◽  
Fingerprint Image ◽  
Fingerprint Image Enhancement ◽  
Filtering Techniques

scholarly journals Fingerprint Image Enhancement By Develop Mehtre Technique

2011 ◽  
Vol 2 (6) ◽  
pp. 171-182 ◽  
Author(s):  
Mustafa Salah Khalefa ◽  
Zaid Amin Abduljabar ◽  
Huda Ameer Zeki
Keyword(s):  
Image Enhancement ◽  
Fingerprint Image ◽  
Fingerprint Image Enhancement
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