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Fingerprint classification using one-vs-all support vector machines dynamically ordered with naive Bayes classifiers
Fingerprint classification reduces the number of possible matches in automated fingerprint identification systems by categorizing fingerprints into predefined classes. Support vector machines (SVMs)Expand
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A Novel Evolutionary Approach to Image Enhancement Filter Design: Method and Applications
Image enhancement is an important issue in digital image processing. Various approaches have been developed to solve image enhancement problems, but most of them require deep expert knowledge toExpand
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Evolutionary Image Enhancement for Impulsive Noise Reduction
Image enhancement with various image filters might be better than that with a single filter, but it is very difficult to find a set of appropriate filters. In this paper, we propose a novel methodExpand
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Evolutionary Singularity Filter Bank Optimization for Fingerprint Image Enhancement
Singularity is the special feature of fingerprints for identification and classification. Since the performance of singularity extraction depends on the quality of fingerprint images, imageExpand
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Automatic Fingerprints Image Generation Using Evolutionary Algorithm
Constructing a fingerprint database is important to evaluate the performance of automatic fingerprint recognition systems. Because of the difficulty in collecting fingerprint samples, there are onlyExpand
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Comparison of Hybrid and Classical Metaheuristic for Automatic Image Enhancement
Hybrid metaheuristic, an advancement over classical metaheuristic, provides a more effective search methodology. It combines several metaheuristic algorithms into one optimization mechanism. In thisExpand
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Environmentally realistic fingerprint-image generation with evolutionary filter-bank optimization
Constructing a fingerprint database is important to evaluate the performance of an automatic fingerprint recognition system. Because of the difficulty of collecting samples, there are only fewExpand
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Choosing the starting system for designing objectives
This paper discusses one approach to the process of choosing the starting system for designing an optical system, based on the use of heuristic rules that formalize and generalize the experience ofExpand
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Fingerprint Image Generation using Filter Combination based on the Genetic Algorithm
The construction of a fingerprint database is important to evaluate the performance of an automatic fingerprint recognition system. Due to the cost of collecting fingerprints, there are only fewExpand
Automatic Fingerprints Image Generation Using Evolutionary Algorithm
Constructing a fingerprint database is important to evaluate the performance of an automatic fingerprint recognition system. Because of the difficulty in collecting fingerprint samples, there areExpand