Score Fusion Using Hybrid Bacterial Foraging Optimization And Particle Swarm Optimization (Bfo-Pso) For Hand-Based Multimodal Biometrics
In recent times of biometric authentication, the influence of swarm intelligence algorithms role-played in enhancing the performance accuracy to a greater extent. Most researches related to Swarm Intelligence (SI) algorithms have done on the particular, due to the need to integrate more than one SI...
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| Format: | Thesis |
| Language: | English |
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2020
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| Online Access: | http://eprints.usm.my/52285/ |
| Abstract | Abstract here |
| _version_ | 1854968900066738176 |
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| author | Shanmugasundaram, Karthikeyan |
| author_facet | Shanmugasundaram, Karthikeyan |
| author_sort | Shanmugasundaram, Karthikeyan |
| description | In recent times of biometric authentication, the influence of swarm intelligence algorithms role-played in enhancing the performance accuracy to a greater extent. Most researches related to Swarm Intelligence (SI) algorithms have done on the particular, due to the need to integrate more than one SI algorithm for better results. Therefore, this research is focused on the hand-based multimodal biometric score fusion which incorporates the scores of hand-based multimodalities and the optimal weights using Hybrid Bacterial Foraging - Particle Swarm Optimization (HBF-PSO) algorithm. |
| first_indexed | 2025-10-17T08:38:56Z |
| format | Thesis |
| id | usm-52285 |
| institution | Universiti Sains Malaysia |
| language | English |
| last_indexed | 2025-10-17T08:38:56Z |
| publishDate | 2020 |
| record_format | eprints |
| record_pdf | Abstract |
| spelling | usm-522852022-04-12T07:39:11Z http://eprints.usm.my/52285/ Score Fusion Using Hybrid Bacterial Foraging Optimization And Particle Swarm Optimization (Bfo-Pso) For Hand-Based Multimodal Biometrics Shanmugasundaram, Karthikeyan TK7885-7895 Computer engineering. Computer hardware In recent times of biometric authentication, the influence of swarm intelligence algorithms role-played in enhancing the performance accuracy to a greater extent. Most researches related to Swarm Intelligence (SI) algorithms have done on the particular, due to the need to integrate more than one SI algorithm for better results. Therefore, this research is focused on the hand-based multimodal biometric score fusion which incorporates the scores of hand-based multimodalities and the optimal weights using Hybrid Bacterial Foraging - Particle Swarm Optimization (HBF-PSO) algorithm. 2020-04 Thesis NonPeerReviewed application/pdf en http://eprints.usm.my/52285/1/Pages%20from%20KARTHIKEYAN%20SHANMUGASUNDARAM%20-%20TESIS.pdf%20cut.pdf Shanmugasundaram, Karthikeyan (2020) Score Fusion Using Hybrid Bacterial Foraging Optimization And Particle Swarm Optimization (Bfo-Pso) For Hand-Based Multimodal Biometrics. PhD thesis, Universiti Sains Malaysia. |
| spellingShingle | TK7885-7895 Computer engineering. Computer hardware Shanmugasundaram, Karthikeyan Score Fusion Using Hybrid Bacterial Foraging Optimization And Particle Swarm Optimization (Bfo-Pso) For Hand-Based Multimodal Biometrics |
| title | Score Fusion Using Hybrid Bacterial Foraging Optimization And Particle Swarm Optimization (Bfo-Pso) For Hand-Based Multimodal Biometrics |
| title_full | Score Fusion Using Hybrid Bacterial Foraging Optimization And Particle Swarm Optimization (Bfo-Pso) For Hand-Based Multimodal Biometrics |
| title_fullStr | Score Fusion Using Hybrid Bacterial Foraging Optimization And Particle Swarm Optimization (Bfo-Pso) For Hand-Based Multimodal Biometrics |
| title_full_unstemmed | Score Fusion Using Hybrid Bacterial Foraging Optimization And Particle Swarm Optimization (Bfo-Pso) For Hand-Based Multimodal Biometrics |
| title_short | Score Fusion Using Hybrid Bacterial Foraging Optimization And Particle Swarm Optimization (Bfo-Pso) For Hand-Based Multimodal Biometrics |
| title_sort | score fusion using hybrid bacterial foraging optimization and particle swarm optimization bfo pso for hand based multimodal biometrics |
| topic | TK7885-7895 Computer engineering. Computer hardware |
| url | http://eprints.usm.my/52285/ |
| work_keys_str_mv | AT shanmugasundaramkarthikeyan scorefusionusinghybridbacterialforagingoptimizationandparticleswarmoptimizationbfopsoforhandbasedmultimodalbiometrics |