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A BROAD SURVEY ON FEATURE EXTRACTION METHODS FOR FINGERPRINT IMAGE ANALYSIS
2019
INTERNATIONAL JOURNAL OF COMPUTER ENGINEERING & TECHNOLOGY
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This paper focused on the study of various feature extraction techniques applied for fingerprint identification, verification and classification as it is the most important step for image processing. ...
Global features such as arch, loop, delta and whorl where as local features such as ridge end and bifurcation called minutiae are majors of automatic fingerprint recognition system. ...
"Enhancement and feature purification of fingerprint image", Recognition, 26:1661 1671, 1993. -[11] ge postprocessing: A combined statistical and Xiao, Q. and H. ...
doi:10.34218/ijcet.10.2.2019.002
fatcat:7ttbzsutfnhktaqsdbjpjhsiam
Data augmentation-based enhanced fingerprint recognition using deep convolutional generative adversarial network and diffusion models
2024
Applied and Computational Engineering
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Generative Adversarial Network (GAN), as a popular generative model, effectively captures the features of sample images and learns the diversity of the sample images, thereby generating realistic and diverse ...
The experimental results demonstrate that both DCGAN and Diffusion can generate clear, high-quality fingerprint images, fulfilling the requirements of fingerprint data augmentation. ...
Meanwhile, Diffusion captured the local features of fingerprints, generating images that alleviated the impact of Figure 1 . 1 Figure 1. Sample images from the Fingerprint Image Dataset. ...
doi:10.54254/2755-2721/52/20241115
fatcat:2ogzwklgynbx7eabpixjqiogfq
Ridge Enhancement in Fingerprint Images Using Oriented Diffusion
2007
9th Biennial Conference of the Australian Pattern Recognition Society on Digital Image Computing Techniques and Applications (DICTA 2007)
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The extraction of "Level 2" detail -ridge terminations, ridge bifurcations, bridges etc. -from digitised images of fingerprints requires an accurate segmentation of the image into ridges and valleys. ...
Small breaks and irregularities in the ridge pattern occur as a result of imperfections in the print capture process that, if not rectified, give rise to many false level 2 features at later stages of ...
Acknowledgments The assistance of my supervisors, Dr Peter Kovesi and Dr Du Huynh, in proof-reading the manuscript and contributing many constructive suggestions is gratefully acknowledged. ...
doi:10.1109/dicta.2007.4426803
dblp:conf/dicta/Hastings07
fatcat:pr4rbfprcvefxoiuuwagm7eqx4
An efficient fingerprint verification system using integrated wavelet and Fourier–Mellin invariant transform
2004
Image and Vision Computing
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Multiple WFMT features can be used to form a reference invariant feature through the linearity property of FMT and hence reduce the variability of the input fingerprint images. ...
Today, minutiae-based and image-based are the two major approaches for the purpose of fingerprint authentication. ...
This approach depends heavily on both pre-processing and post-processing operations (i.e image enhancement, directional filtering, ridge segmentation, ridge thinning, minutiae extraction, purification ...
doi:10.1016/j.imavis.2003.12.002
fatcat:socfyvazknbvfehhhhndbz66be
Blue light-induced rare-earth free phosphors for the highly sensitive and selective imaging of latent fingerprints based on enhanced hydrophobic interaction
2021
Journal of Materiomics
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The demand for in-situ detection of latent fingerprints (LFPs) in ways of high sensitivity, high selectivity, high contrast, low cost and user-friendly is still urgent. ...
Due to the superiority of the Mn 4þ -doped fluoride for the rapid imaging of LFPs in terms of lowcost, high compatibility and good availability, it is expected to be a promising candidate for forensic ...
Acknowledgements This work was financially supported by the National Natural Science Foundation of China (51962005), China Scholarship Council ...
doi:10.1016/j.jmat.2021.03.005
fatcat:kbjf4iunebhv7emejztr6mdsmy
Local Feature Point Extraction Method Based on SIFT
2017
Revista Técnica de la Facultad de Ingeniería Universidad del Zulia
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It abstracts the edge information of the shape of the image objects into the feature graph constituted by the relative orientations of the feature points and the edges. ...
Feature extraction uses the calculation of the image features as the intermediate result to make decisions on the local information contents of the image. ...
ACKNOWLEDGEMENTS This work was supported by the Hunan Provincial Department of Education Science Research Project (No.16C0903) and the Hunan Provincial Education Science five-year plan funded project(No ...
doi:10.21311/001.39.11.09
fatcat:vccazolkwbe3fon6ydznpmrwwa
ICAMIMIA 2019 Table of Content
2019
2019 International Conference on Advanced Mechatronics, Intelligent Manufacture and Industrial Automation (ICAMIMIA)
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KNN
37
8
1570564670
Underwater Image Enhancement: Combining the
Polarization and the Dark Channel Prior Approaches
41
9
1570566526
Heading Control on Differential Drive Wheeled Mobile Robot ...
11
1570572210
Early Detection of Diabetes Mellitus using Statistical Texture
Feature in Finger Nail Image
58
12
1570572265
Flight Test of Pasopati Electric Cruise Missile
63
13
1570579467 ...
doi:10.1109/icamimia47173.2019.9223385
fatcat:izvhzujkpnhtjmrefqcbvogvae
New Products
2016
Science
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Just snap a photo and save on your phone or upload to the cloud for hosting, sharing, and image analysis and annotation features. ...
The purification is based on the usage of denaturing agents to provide lysis of tissue cells, denaturation of proteins, and the subsequent release of genomic DNA. ...
doi:10.1126/science.351.6275.881
fatcat:3xdd7pydujg5heynz7hfpsou6e
Protein "fingerprinting" in complex mixtures with peptoid microarrays
2005
Proceedings of the National Academy of Sciences of the United States of America
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By using maltose-binding protein, glutathione S-transferase, and ubiquitin, a specific and highly reproducible pattern of binding was observed when fluorescently labeled protein was hybridized to the array ...
We report here that microarrays comprised of several thousand peptoids (oligo-N-substituted glycines) are useful tools for the identification of proteins via a "fingerprinting" approach. ...
Stephen Albert Johnston (University of Texas Southwestern), Prof. Harold Garner, and Dr. Robert Carlson (Receptors, LLC, Chaska, MN) for helpful discussions and comments on the manuscript. ...
doi:10.1073/pnas.0501208102
pmid:16123137
pmcid:PMC1200257
fatcat:lf6ftzbmmnczdoayi45aavfeoe
The Recognition of Sweat Latent Fingerprints with Green-Emitting Carbon Dots
2018
Nanomaterials
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Furthermore, the fluorescent three-dimensional fingerprint image could provide direct and simple evidence on pressing habits. The objective of this paper was to present this method. ...
This paper reports on the recognition of sweat latent fingerprints using green-emitting, environment-friendly carbon dots prepared with DL-malic acid and ethylenediamine, and the exploration of impacting ...
Acknowledgments: Fingerprints used in this project were from the students of South-Central University for Nationalities and informed consent was obtained from every participant of this project. ...
doi:10.3390/nano8080612
pmid:30103556
fatcat:7qf2ffaoyzfirp5obuhl34wuha
Improved the Performance of Brightness Preserving DWT and SVD based Image Enhancement for Color Images
2017
International Journal of Engineering Research and
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Image enhancement has a considerable arrangement within view based applications. Recently significant work is done and results performed in digital image enhancement. ...
The novel method could be capable of enhance the accuracy rate of image enhancement in which it will utilize cuckoo search algorithm as well as the use of swarm intelligence while enhancing the image to ...
To enable you to care for poor fingerprint images and overcome the limitations of conventional enhancement techniques, a cuckoo-search based formula for fingerprint image compare enhancement is proposed ...
doi:10.17577/ijertv6is050412
fatcat:g7whh5awpvdrzdieb7gcjcdz2y
Biometrics: Trust, but Verify
[article]
2021
arXiv
pre-print
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), iii) uncertainty over the bias and fairness of the systems to all users, iv) explainability of the seemingly black-box decisions made by most recognition systems, and v) concerns over data centralization ...
However, in-spite of the success of biometric recognition systems, there are a number of outstanding problems and concerns pertaining to the various sub-modules of biometric recognition systems that create ...
What features of the input image are most important in the decision? Will these features enable the model to operate accurately and consistently over time and in different operating conditions? ...
arXiv:2105.06625v2
fatcat:gnii3qxufzevzlkfimhmmwof7i
Photocatalytic growth of dendritic silver nanostructures as SERS substrates
2012
Chemical Communications
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These self-organised structures show an excellent Raman enhancement enabling the detection of analytes from dilute solutions by surface-enhanced Raman spectroscopy. ; Fax: +32 16 327990; Tel: +32 16 327920 ...
and Raman microscopy; photocatalytic water oxidation. ...
The authors thank the 'Fonds voor Wetenschappelijk Onderzoek' (Grants G.0402.09, G0413.10, G0697.11, G0197.11 and postdoctoral fellowships for GDC and MBJR), ...
doi:10.1039/c1cc14727g
pmid:21984411
fatcat:lz3tdja6fvbmlgucawmb7pgpuu
Nanomechanics of Streptavidin Hubs for Molecular Materials
2011
Advanced Materials
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and purification. ...
and purification methods. ...
domain [18] can also be fused in the N-terminus of streptavidin-based complexes. ...
doi:10.1002/adma.201103316
pmid:22102445
pmcid:PMC3837471
fatcat:v7vue4j26vbobhow43czedb2rq
DETERMINATION OF MINUTIAE SCORES FOR FINGERPRINT IMAGE APPLICATIONS
2005
International Journal of Image and Graphics
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A gray-scale fingerprint image that has undergone binarization, followed by thinning, in order to extract the minutiae, may contain hundreds of minutiae, all of 31 which are not so vivid and obvious in ...
27 Many Automatic Fingerprint Identification Systems (AFIS) are based on minutiae matching. Minutiae are the terminations and bifurcations of the ridge lines in a fin-29 gerprint image. ...
For enhancing a
41
gray-level fingerprint image, orientation of ridges is used for designing a filter by
1
3
removal and pattern purification are performed with the help of both ridge and
valley ...
doi:10.1142/s0219467805001896
fatcat:3ans2ep7ynf3voahziyhaakdmq
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