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An Improved Fingerprint-based Document Image Retrieval using Multi-resolution Histogram of Oriented Gradient Features

2022 International Journal of Engineering  
This paper proposes efficient fingerprint-based document image retrieval by employing multi-resolution Histogram of Oriented Gradient (HOG) features.  ...  Finally, a standardized Euclidean distance metric is used as a tool for matching, ranking and retrieval of the document images.  ...  Generally, level 1 features are employed for matching latent fingerprints whereas levels 2 and 3 features are used in fingerprint identification systems" [2] .  ... 
doi:10.5829/ije.2022.35.04a.15 fatcat:72ucxtwqqjdcbc644jpqk2oe34


Neeraj Tantubay, Jyoti Bharti Dr.
2021 Indian Journal of Computer Science and Engineering  
Therefore, we propose simple and effective but mathematically irreversible statistically based new feature level fusion technique using Least-Square Polynomial Curve-Fitting (LPC) for the proposed efficient  ...  All of these consequences demands a system that can overcome this influence on security systems and determine a trust and protected system for key management [Daniel et al. (2019) ; Lozupone (2018) ].Several  ...  In decoding phase of the proposed system, 2 nd fingerprint image of each person from the same fingerprint dataset and 2 nd iris image of one session is used to retrieve the secret-key, the system demonstrate  ... 
doi:10.21817/indjcse/2021/v12i1/211201022 fatcat:pcemlochqndzle22vbpkaqnble

Structural fingerprint based hierarchical filtering in song identification

Qiang Wang, Gang Liu, Zhiyuan Guo, Jun Guo, Xiaoyu Chen
2011 2011 IEEE International Conference on Multimedia and Expo  
low collision, and the other is an efficient searching algorithm based on a set of selective 2-level filters.  ...  In this paper, a novel structural fingerprint based hierarchical filtering method is proposed and it consists of two parts: one is the generation of fingerprint with both long structural information and  ...  In the searching stage we add a sorting algorithm with original features and adopt selective 2-level filtering retrieval to improve the overall performance.  ... 
doi:10.1109/icme.2011.6012123 dblp:conf/icmcs/WangLGGC11 fatcat:bvpsglzkczffvcdfedydjk35gu

FPGA-based minutia matching for biometric fingerprint image database retrieval

Richard M. Jiang, Danny Crookes
2008 Journal of Real-Time Image Processing  
The processor is implemented on a Xilinx Virtex-E, and occupies 6825 slices and runs at up to 65 MHz.  ...  EJO results in about a 22% gain in computing efficiency. Index Terms Biometric Image Retrieval -Fingerprint Matching -Reconfigurable Computing I.  ...  In an automatic fingerprint matching system, the matching pyramid consists of two levels, namely, class-based and minutiae-based.  ... 
doi:10.1007/s11554-008-0079-8 fatcat:we6j67tkrrgwnkqp5b6rbfcrdq

A Review of Wavelet Based Fingerprint Image Retrieval

Yashika Birdi
2015 International Journal on Recent and Innovation Trends in Computing and Communication  
To retrieve fingerprint images on the basis of their textural features, by using different wavelets.  ...  Image retrieval problem encountered when searching and retrieving images that is relevant to a user's request fr om a database. In Content based image retrieval, input goes in the form of an image.  ...  Figure 1 . 1 : 11 Figure 1.1: Text Based Image Retrieval Figure 1 . 2 : 12 Figure 1.2: Content Based Image Retrieval Figure 2 . 1 21 Figure 2.1 Example image for feature extraction Table 1 : 1 Features  ... 
doi:10.17762/ijritcc2321-8169.150261 fatcat:k7oov4hc6rdsjjkhxux2bspa2e

A real-time matching system for large fingerprint databases

N.K. Ratha, K. Karu, Shaoyun Chen, A.K. Jain
1996 IEEE Transactions on Pattern Analysis and Machine Intelligence  
The search engine has also been implemented on Splash 2-a field programmable gate array (FPGA)-based array processor to obtain near-,4SIC level speed of matching.  ...  The approach integrates a number of domain-specific high-level features such as pattern class and ridge density at higher levels of the search.  ...  The matching pyramid consists of four levels, namely, 1) text-based, 2) class-based, 3) ridge density-based, and 4) minutiae-based.  ... 
doi:10.1109/34.531800 fatcat:hih3yqtonferldbye575pdmx6q

Wavelet-based fingerprint image retrieval

Javier A. Montoya Zegarra, Neucimar J. Leite, Ricardo da Silva Torres
2009 Journal of Computational and Applied Mathematics  
This paper presents a novel approach for personal identification based on a waveletbased fingerprint retrieval system which encompasses three image retrieval tasks, namely, feature extraction, similarity  ...  These feature vectors are used both to retrieve the most similar fingerprints, given a query image, and their indexation is used to reduce the search spaces of candidate images.  ...  This work was partially financed by CNPq, CAPES/COFECUB, FAEPEX, FAPESP, and supported by Microsoft eScience grant.  ... 
doi:10.1016/ fatcat:o2uwzewqsjbllgdt5ihocugdju

Efficient fingerprint search based on database clustering

Manhua Liu, Xudong Jiang, Alex Chichung Kot
2007 Pattern Recognition  
Based on the database clustering, a hierarchical query processing is proposed to facilitate an efficient fingerprint search, which not only greatly speeds up the search process but also improves the retrieval  ...  This paper proposes an efficient fingerprint search algorithm based on database clustering, which narrows down the search space of fine matching.  ...  In general, fingerprint based recognition systems work in two modes: authentication and identification [1] .  ... 
doi:10.1016/j.patcog.2006.11.007 fatcat:dhfs6cqsurcqfkmozyfqyil23y

Priority Watermarking-Based Face-Fingerprint Authentication System

Tuan Hoang, Dat Tran, Dharmendra Sharma, Trung Le, Bac H. Le
2009 2009 International Conference on Information and Multimedia Technology  
We conduct experiments on facial and fingerprint features using both priority-based watermarking method and non-priority-based method.  ...  In this paper, we propose a multi-biometrics authentication system based on our proposed priority-based watermarking method.  ...  In the first experiment, we embedded fingerprint features into face images and then retrieved fingerprint features for uni-modal authentication based on fingerprint recognition.  ... 
doi:10.1109/icimt.2009.44 fatcat:m3vhdcyukbb77obevx6sk453cy

New Authentication Model for Multimodal Biometrics Based on Shape Features Vectors

Sundos Abdulameer Alazawi, Huda Abdulaaliabdulbaqi, Yasmin Makki Mohialden
2019 Journal of Southwest Jiaotong University  
In this paper, we present a new authentication system of the multimodal biometrics method for both face and fingerprint characteristics based on general shape feature fusion vectors.  ...  To accurately identify a person, a multimodal biometrics system such as combining face and fingerprint characteristic is used.  ...  When the recognition systems based on facial and fingerprint features were rated, the Equal Error Rate (EER) ratio of 2.50 % and 5.56 % was obtained, respectively, while the EER ratio for the system based  ... 
doi:10.35741/issn.0258-2724.54.6.18 fatcat:cqh4qv2kmfdcjokzw77cimkaje

A Personal Identification Framework based on Facial Image and Fingerprint Fusion Biometric

M. E.ElAlami, A. E. Amin, A. E. El-Alfi
2012 International Journal of Computer Applications  
The present paper introduces a new personal identification framework that is based on the fusion of face and fingerprint biometrics.  ...  The gray-level co-occurrence matrix and the minutiae extraction are used to represent the features of face and fingerprint image respectively.  ...  Multimodal approach that combines a face verification system based on a global appearance representation scheme, a minutiae-based fingerprint verification system, and an online signature verification system  ... 
doi:10.5120/8058-1411 fatcat:grntza5mxzfutbmlvgtwn76gqy

Multimodal Biometrics using Feature Fusion

2012 Journal of Computer Science  
To reduce the error rates and enhance the usability of biometric system, multimodal biometric systems are used where more than one biometric characteristic are used.  ...  Problem statement: Biometric is a unique, measurable physiological or behavioral characteristic of a person and finds extensive applications in authentication and authorization.  ...  ., 2007) is similar to fingerprints; both are based on the ridge and valley impression on the skin.  ... 
doi:10.3844/jcssp.2012.431.435 fatcat:leotinhxpzgovbl4sevhgswazy

Audio Content-Based Music Retrieval

Peter Grosche, Meinard Müller, Joan Serrà, Marc Herbstritt
2012 Dagstuhl Publications  
Furthermore, we introduce a second classification principle based on granularity, where one distinguishes between fragment-level and document-level retrieval.  ...  Finally, we give an outlook on a user-oriented retrieval system, which combines the various retrieval strategies in a unified framework.  ...  Acknowledgment We would like to express our gratitude to Christian Dittmar, Emilia Gómez, Frank Kurth, and Markus Schedl for their helpful and constructive feedback.  ... 
doi:10.4230/dfu.vol3.11041.157 dblp:conf/dagstuhl/GroscheMS12 fatcat:ig3p6d4ukrggpeod2altxt4iuy

Fused Index Code Based Multibiometric Pattern Retrieval Security System

PrajaktaS.Jadhav, S. V. Patil
2016 International Journal of Innovative Research in Computer and Communication Engineering  
A large number of approaches to fingerprint matching can be found in literature.They can be classified into: a) correlation-based approaches, b) minutiae-based approaches, and c) ridge feature-based approaches.The  ...  ] proposed a model-based indexing approach which retrieves reduced search space using novel features of minutiae triangles such as angles, handedness, type, direction and maximum length of side.Chao et  ...  Traditionally, commercial applications have used knowledge-based systems (e.g., PINs and passwords), government applications have used token-based systems (e.g., ID cards and badges), and forensic applications  ... 
doi:10.15680/ijircce.2016.0407003 fatcat:23jr3lasvjgojguwvohm5vbacq

Novel Approaches for Exclusive and Continuous Fingerprint Classification [chapter]

Javier A. Montoya-Zegarra, João P. Papa, Neucimar J. Leite, Ricardo da Silva Torres, Alexandre X. Falcão
2009 Lecture Notes in Computer Science  
measures used for fingerprint matching purposes, and (2) a novel multi-class object recognition method based on the Optimum Path Forest classifier.  ...  Our approaches are characterized by: (1) texture image descriptors based on pairs of multi-resolution decomposition methods that encode effectively global and local fingerprint information, with similarity  ...  Acknowledgments This work was partially supported by CAPES, FAPESP, CNPQ, and Microsoft Research.  ... 
doi:10.1007/978-3-540-92957-4_34 fatcat:26klh57wrjh73m6wr7hwyursfy
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