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Design of Artificial Neural Networks to Recognize Fingerprint Patterns

Frinto Tambunan, Yudi Y, Muhammad Fauzi
2019 IJISTECH (International Journal Of Information System & Technology)  
Fingerprint pattern recognition is done by two trials, based on 1 number of training patterns and 5 number of training patterns.  ...  Several stages in fingerprint pattern image recognition are through the process of scanning, then the resulting digital fingerprint image is converted to a certain value, among others, the threshold process  ...  System introduction data on output patterns with 5 training patterns The fingerprint pattern recognition system is a system that can be designed to recognize fingerprint patterns that are similar to displaying  ... 
doi:10.30645/ijistech.v3i1.34 fatcat:rrc3hs2mgjcvjiytkca5wlzupi

Fingerprint cipher design and matching based on orientation pattern

2021 Academic Journal of Computing & Information Science  
out to eliminate the skeleton of the fingerprint.  ...  Then the fingerprint image is smoothed to reduce the noise.  ...  It can realize the one-to-one correspondence relationship between fingerprint and human. The design of the fingerprint password in this paper is also aimed at this.  ... 
doi:10.25236/ajcis.2021.040408 fatcat:qeusu76tdrdvxhyc5djkg3gsae

Optical security device providing fingerprint and designed pattern indicator using fingerprint texture in liquid crystal

Keizo Nakayama
2012 Optical Engineering: The Journal of SPIE  
Using photopolymerization along with a mask of the designed pattern, a unique pattern can be fixed in the shape of the designed pattern.  ...  Fig. 1 1 Schematic of the proposed optical security device, providing both the designed pattern and the fingerprint: (a) polarizing microphotograph of the device; (b) the designed pattern stored in this  ... 
doi:10.1117/1.oe.51.4.040506 fatcat:jll7nka74zgxdbdyl2ulbhezou

Analysis, Design and Implementation of Human Fingerprint Patterns System "Towards Age & Gender Determination, Ridge Thickness To Valley Thickness Ratio (RTVTR) & Ridge Count On Gender Detection

E O, O. Ojo, N.A. Yekini, T.O. Tubi
2012 International Journal of Advanced Research in Artificial Intelligence (IJARAI)  
An application system was designed to capture the finger prints of sampled population through a fingerprint scanner device interfaced to the computer system via Universal Serial Bus (USB), and stored in  ...  The specific Objectives of this research are to: Use fingerprint sensor to collect different individual fingerprint, alongside their age and gender, Formulate a model and develop a fingerprint based identification  ...  , and (ii) Global pattern configurations, which form special patterns of ridges and valleys in the central region of the fingerprint.  ... 
doi:10.14569/ijarai.2012.010210 fatcat:wlrdsgkd7bhwfiwpkt4dyp377a

Design Patterns and Object-Oriented Models of a Civil Biometric Service System

2014 China-USA Business Review  
First, a conceptual model is presented modeling an Electronic Fingerprint Service (EFS) for civil applications based on object-oriented design.  ...  This analysis and design interaction leads to the application of the design patterns by reusing the object created in the EFS model.  ...  Two design models using object-oriented design approach in an Electronic Fingerprint Service (EFS) system and using design patterns in an EBS system are presented as case studies.  ... 
doi:10.17265/1537-1514/2014.02.002 fatcat:a44luar7pzaejlh4nzah5w2v4i

Comparative Experimental Investigation of Deep Convolutional Neural Networks for Latent Fingerprint Pattern Classification

Hidir Selcuk Nogay
2021 Traitement du signal  
Fingerprint pattern recognition is of great importance in forensic examinations and in helping diagnose some diseases.  ...  In this study, the effective use of deep convolutional neural networks (DCNN) in fingerprint pattern recognition and classification, in which feature extraction takes place automatically, was examined  ...  In this study, five DCNN models for fingerprint pattern classification were designed and implemented.  ... 
doi:10.18280/ts.380506 fatcat:5kdk6c7erfc7zipp32ji7esdda

Augmenting Sheet Music with Rhythmic Fingerprints

Daniel Furst, Matthias Miller, Daniel A. Keim, Alexandra Bonnici, Hanna Schafer, Mennatallah El-Assady
2020 2020 IEEE 5th Workshop on Visualization for the Digital Humanities (VIS4DH)  
To investigate the usefulness of the rhythmic fingerprint design for identifying and comparing rhythmic patterns, we conducted a controlled user study with four experts and four novices.  ...  The results show that the rhythmic fingerprints enable novice users to recognize rhythmic patterns that only experts can identify using non-augmented sheet music.  ...  Study Methodology and Design Our qualitative assessment of the rhythmic fingerprints comprises three steps: (1) The introduction of the design, (2) the analysis with and without the fingerprints, and (  ... 
doi:10.1109/vis4dh51463.2020.00007 fatcat:yxjpe25icvbvtgrzaub2zuk3ri

Augmenting Sheet Music with Rhythmic Fingerprints [article]

Daniel Fürst, Matthias Miller, Daniel Keim, Alexandra Bonnici, Hanna Schäfer, Mennatallah El-Assady
2020 arXiv   pre-print
To investigate the usefulness of the rhythmic fingerprint design for identifying and comparing rhythmic patterns, we conducted a controlled user study with four experts and four novices.  ...  The results show that the rhythmic fingerprints enable novice users to recognize rhythmic patterns that only experts can identify using non-augmented sheet music.  ...  Study Methodology and Design Our qualitative assessment of the rhythmic fingerprints comprises three steps: (1) The introduction of the design, (2) the analysis with and without the fingerprints, and (  ... 
arXiv:2009.02057v1 fatcat:csjrhm4ghffnldcklinrxhjxsy

Home Security And Access System Prototype Using Fingerprint

Muh. Fahrurrozi, Lalu Puji Indra Kharisma
2021 IJISTECH (International Journal Of Information System & Technology)  
, and 0% in dirty fingerprints or dusty.  ...  keys. based on trials carried out the use of fingerprints is easier to use than using an ordinary key with a success rate in the test, namely 100% in a clean and not wet state, 40% in wet fingerprints  ...  fingerprint patterns [3] .  ... 
doi:10.30645/ijistech.v5i4.169 fatcat:xoq3szsocvb7dp7ghhkfkv2rk4

Virtual environment for 3-D synthetic fingerprints

Ruggero Donida Labati, Angelo Genovese, Vincenzo Piuri, Fabio Scotti
2012 2012 IEEE International Conference on Virtual Environments Human-Computer Interfaces and Measurement Systems (VECIMS) Proceedings  
The method is based on image processing techniques and algorithms designed for fingerprint recognition applications.  ...  The design of fingerprint recognition systems based on threedimensional models, however, requires the collection of large datasets of samples.  ...  Well-known algorithms designed for fingerprint recognition systems are applied to the input image in order to extract the distinctive pattern of the ridges.  ... 
doi:10.1109/vecims.2012.6273188 dblp:conf/vecims/LabatiGPS12 fatcat:y4oporpj2jcwphpreggwqkk5xm

T-Watcher: A New Visual Analytic System for Effective Traffic Surveillance

Jiansu Pu, Siyuan Liu, Ye Ding, Huamin Qu, Lionel Ni
2013 2013 IEEE 14th International Conference on Mobile Data Management  
We find the fact that this design can help users explore past data while monitoring traffic.  ...  We develop visualization method to monitor and analyze traffic patterns for abnormal behaviors detection.  ...  The results clearly show that our region fingerprint design can predict spatial and temporal patterns.  ... 
doi:10.1109/mdm.2013.23 dblp:conf/mdm/PuLDQN13 fatcat:wrs53tocjnfavkxhj4fwagd2ay

Inkjet-Printed Carbon Nanotubes for Fabricating a Spoof Fingerprint on Paper

Veasna Soum, Sooyoung Park, Albertus Ivan Brilian, Yunpyo Kim, Madeline Y. Ryu, Taler Brazell, F. John Burpo, Kevin Kit Parker, Oh-Sun Kwon, Kwanwoo Shin
2019 ACS Omega  
patterns similar to those of the real fingerprint.  ...  Using an inkjet printer with an ink made of carbon nanotubes (CNTs), we printed a spoof fingerprint having an electrical and geometric pattern of ridges and furrows comparable to that of the real fingerprint  ...  Figure 3 . 3 (a) Mimic design of fingerprint patterns and a printed image of the CNT pattern.  ... 
doi:10.1021/acsomega.9b00936 pmid:31459951 pmcid:PMC6648154 fatcat:rn6ikk3rsvealib2gn36sakrxi

A Multi-purpose Fingerprint Readout Circuit Embedding Physiological Signal Detection

Won-Jin Eom, Sung-Woo Kim, Kyeonghwan Park, Franklin Bien, Jae Joon Kim
2016 JSTS Journal of Semiconductor Technology and Science  
The dual-mode sensing capability is achieved by utilizing inter-pixel shielding patterns as capacitive amplifier's input electrodes.  ...  A multi-purpose sensor interface that provides dual-mode operation of fingerprint sensing and physiological signal detection is presented.  ...  MULTI-PURPOSE INTERFACE DESIGN A multi-purpose fingerprint interface using only the standard CMOS process is proposed as shown in Fig. 1(a) , where top-metal electrodes and fingerprint patterns through  ... 
doi:10.5573/jsts.2016.16.6.793 fatcat:ckmjlcnr4vfgddkfidwbmcnwq4

Automatic Classification of Fingerprint Images

Babu M. Mehtre, Anil K. Jain
1990 IAPR International Workshop on Machine Vision Applications  
In this paper, we pose i~ngerpnnt class~hcat~on as a stat~stcal pattern class~f~cahon problem We employ features from the d~rectional transform of the fingerprint image mstead of the frngerpnnt Image rtself  ...  Fingerprint experts classify fingerprints into the following broad categories: whorls, leff loops, right loops, arches and composites.  ...  By analogy, we have attempted to design an automatic fingerprint classification system, on the basis of only a few significant features characterizing the class memebership of the patterns.  ... 
dblp:conf/mva/MehtreJ90 fatcat:7aywlczj5vhq3ndzb6iquec2vy

Quantitative Comparison of Partial-Full Fingerprints at Scenes Using a Hand-Held Digital Device: A Quasi-Experimental Design Study

2016 Journal of Forensic Investigation  
Based on a quasi-experimental design to simulate partialfull fingerprint situations at crime scenes, this study was able to measure (mm) the samples quantitatively in a real time manner.  ...  A partial-full fingerprint comparison continues to be one of the main challenges faced by fingerprint examiners in the lab.  ...  Quasi-experimental design In order to reflect a partial-full fingerprint situation at a crime scene, this study selected samples based upon a quasi-experimental design.  ... 
doi:10.13188/2330-0396.1000034 fatcat:jkqi5vphkzhf3dxhpecoccm5ti
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