Fingerprint Image Enhancement: Algorithm and Performance Evaluation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Digital Image Processing
Fingerprint image enhancement using filtering techniques
Real-Time Imaging
Systematic Methods for the Computation of the Directional Fields and Singular Points of Fingerprints
IEEE Transactions on Pattern Analysis and Machine Intelligence
A modified Gabor filter design method for fingerprint image enhancement
Pattern Recognition Letters
Adaptive vector median filtering
Pattern Recognition Letters
Selection weighted vector directional filters
Computer Vision and Image Understanding - Special issue on color for image indexing and retrieval
Fingerprint enhancement using STFT analysis
Pattern Recognition
Adaptive fingerprint image enhancement with fingerprint image quality analysis
Image and Vision Computing
Evolutionary image enhancement for impulsive noise reduction
ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
Evolutionary singularity filter bank optimization for fingerprint image enhancement
EuroGP'06 Proceedings of the 2006 international conference on Applications of Evolutionary Computing
Application of evolutionary programming to adaptive regularization in image restoration
IEEE Transactions on Evolutionary Computation
A computational reinforced learning scheme to blind imagedeconvolution
IEEE Transactions on Evolutionary Computation
A new fuzzy logic filter for image enhancement
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Histogram-based fuzzy filter for image restoration
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Gray-scale image enhancement as an automatic process driven by evolution
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
IEEE Transactions on Image Processing
New edge-directed interpolation
IEEE Transactions on Image Processing
Using Uncorrupted Neighborhoods of the Pixels for Impulsive Noise Suppression With ANFIS
IEEE Transactions on Image Processing
Morphological image enhancement procedure design by using genetic programming
Proceedings of the 13th annual conference on Genetic and evolutionary computation
A novel genetic programming algorithm for designing morphological image analysis method
ICSI'11 Proceedings of the Second international conference on Advances in swarm intelligence - Volume Part I
Comparison of scoring methods for interactive evolutionary computation based image retouching system
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
| Hi-index | 0.00 |
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 to design appropriate image filters. To automatically design a filter, we propose a novel approach based on the genetic algorithm that optimizes a set of standard filters by determining their types and order. Moreover, the proposed method is able to manage various types of noise factors. We applied the proposed method to local and global image enhancement problems such as impulsive noise reduction, interpolation, and orientation enhancement. In terms of subjective and objective evaluations, the results show the superiority of the proposed method.