• Publications
  • Influence
Fingerprint classification using one-vs-all support vector machines dynamically ordered with naive Bayes classifiers
TLDR
We propose a novel method in which the SVMs are generated with the one-vs-all (OVA) scheme and dynamically ordered with nai@?ve Bayes classifiers. Expand
  • 108
  • 12
  • PDF
A Novel Evolutionary Approach to Image Enhancement Filter Design: Method and Applications
  • J. Hong, S. Cho, U. Cho
  • Computer Science, Medicine
  • IEEE Transactions on Systems, Man, and…
  • 1 December 2009
TLDR
We propose a novel approach based on the genetic algorithm that optimizes a set of standard filters by determining their types and order. Expand
  • 33
  • 1
Evolutionary Image Enhancement for Impulsive Noise Reduction
TLDR
We propose a novel method that uses the genetic algorithm to find a filter set for reducing impulsive noises in images. Expand
  • 9
  • PDF
Evolutionary Singularity Filter Bank Optimization for Fingerprint Image Enhancement
TLDR
In this paper, we propose a method that uses the genetic algorithm to find those filters for superior performance of singularity extraction. Expand
  • 5
  • PDF
Automatic Fingerprints Image Generation Using Evolutionary Algorithm
TLDR
This paper presents a novel method that generates various fingerprint images automatically from only a few training samples by using the genetic algorithm. Expand
  • 4
  • PDF
Environmentally realistic fingerprint-image generation with evolutionary filter-bank optimization
TLDR
We propose a novel method that generates fingerprint images automatically from only a few training samples by using the evolutionary algorithm. Expand
  • 1
  • PDF
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
  • 3
Choosing the starting system for designing objectives
TLDR
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 of the developers of objectives. Expand
  • 4
Fingerprint Image Generation using Filter Combination based on the Genetic Algorithm
TLDR
This paper proposes a novel method that generates fingerprint images automatically from only a few training samples by using the genetic algorithm, showing the usefulness of the method. Expand
Automatic Fingerprints Image Generation Using Evolutionary Algorithm
TLDR
This paper presents a novel method that generates various fingerprint images automatically from only a few training samples by using the genetic algorithm. Expand