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INTERNATIONAL JOURNAL OF SCIENTIFIC DEVELOPMENT AND RESEARCH International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2455-2631 | Impact factor: 8.15 | ESTD Year: 2016 open access , Peer-reviewed, and Refereed Journals, Impact factor 8.15 |
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| Paper Title: | A HYBRID ABC-PSO BASED MULTI-POLYNOMIAL FUZZY VAULT FOR MULTIMODAL BIOMETRIC CRYPTOSYSTEM |
| Authors Name: | Midun Thangavel , Dr. Gandhimathi Amirthalingam |
| Unique Id: | IJSDR2301050 |
| Published In: | Volume 8 Issue 1, January-2023 |
| Abstract: | Fuzzy vault with multiple polynomials can be able to keep away from the promising degradation of template security, which is utilized in the proposed work. According to modalities, Ear biometric has become an admired biometric modality that facilitates enhanced biometric performance because of the distinctiveness, permanence and unchanged by aging. Energy feature is extracted from the ear images with the aid of Local Principal Independent Components (LPIC). X and Y co-ordinate chaff matrix can be created with the aid of boundary matrix from the extracted features. A Hybrid ABC-PSO algorithm is utilized for calculating the optimal locations to make novel chaff matrix, in which, PSO is processed within the scout bee component that leads to fast convergence and limited search space controlled based optimization of locations. The proposed system is implemented with Yale face and IIT ear databases and its performance is evaluated using the measures such as Jaccard coefficient (JC), Genuine Acceptance Rate (GAR), False Matching Rate (FMR), Dice Coefficient (DC) and False Non-Matching Rate (FNMR). The performance of suggested method shows the promising growth in the face and ear biometric recognition and template security |
| Keywords: | Local Principle Independent Components, Artificial Bee Colony Algorithm, Multiple polynomials, Hybrid ABC-PSO, Fuzzy vault |
| Cite Article: | "A HYBRID ABC-PSO BASED MULTI-POLYNOMIAL FUZZY VAULT FOR MULTIMODAL BIOMETRIC CRYPTOSYSTEM", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.8, Issue 1, page no.308 - 323, January-2023, Available :http://www.ijsdr.org/papers/IJSDR2301050.pdf |
| Downloads: | 000337212 |
| Publication Details: | Published Paper ID: IJSDR2301050 Registration ID:203410 Published In: Volume 8 Issue 1, January-2023 DOI (Digital Object Identifier): Page No: 308 - 323 Publisher: IJSDR | www.ijsdr.org ISSN Number: 2455-2631 |
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