Genetic programming: on the programming of computers by means of natural selection
Genetic programming: on the programming of computers by means of natural selection
Local Grayvalue Invariants for Image Retrieval
IEEE Transactions on Pattern Analysis and Machine Intelligence
SUSAN—A New Approach to Low Level Image Processing
International Journal of Computer Vision
Evaluation of Interest Point Detectors
International Journal of Computer Vision - Special issue on a special section on visual surveillance
Foundations of genetic programming
Foundations of genetic programming
Evolutionary Algorithms for Solving Multi-Objective Problems
Evolutionary Algorithms for Solving Multi-Objective Problems
Computer Vision: A Modern Approach
Computer Vision: A Modern Approach
Automatic Creation of Human-Competitive Programs and Controllers by Means of Genetic Programming
Genetic Programming and Evolvable Machines
Genetic Programming and Evolvable Machines
The Pareto Envelope-Based Selection Algorithm for Multi-objective Optimisation
PPSN VI Proceedings of the 6th International Conference on Parallel Problem Solving from Nature
Object Recognition from Local Scale-Invariant Features
ICCV '99 Proceedings of the International Conference on Computer Vision-Volume 2 - Volume 2
Multiple View Geometry in Computer Vision
Multiple View Geometry in Computer Vision
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
An Axiomatic Approach to Corner Detection
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 1 - Volume 01
A new accurate and flexible model based multi-corner detector for measurement and recognition
Pattern Recognition Letters
A Performance Evaluation of Local Descriptors
IEEE Transactions on Pattern Analysis and Machine Intelligence
Synthesis of interest point detectors through genetic programming
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Preface: Introduction to the special issue on evolutionary computer vision and image understanding
Pattern Recognition Letters - Special issue: Evolutionary computer vision and image understanding
Pattern Recognition Letters - Special issue: Evolutionary computer vision and image understanding
Using Evolution to Learn How to Perform Interest Point Detection
ICPR '06 Proceedings of the 18th International Conference on Pattern Recognition - Volume 01
Evolution of artificial intelligence
Artificial Intelligence
Evaluation of Features Detectors and Descriptors based on 3D Objects
International Journal of Computer Vision
Visual learning of texture descriptors for facial expression recognition in thermal imagery
Computer Vision and Image Understanding
MonoSLAM: Real-Time Single Camera SLAM
IEEE Transactions on Pattern Analysis and Machine Intelligence
A domain-independentwindow approach to multiclass object detection using genetic programming
EURASIP Journal on Applied Signal Processing
Registration of Challenging Image Pairs: Initialization, Estimation, and Decision
IEEE Transactions on Pattern Analysis and Machine Intelligence
Genetic programming for finite algebras
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Multiobjective design of operators that detect points of interest in images
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Local invariant feature detectors: a survey
Foundations and Trends® in Computer Graphics and Vision
Editorial introduction to the special issue on evolutionary computer vision
Evolutionary Computation
Multitask visual learning using genetic programming
Evolutionary Computation
Texture segmentation by genetic programming
Evolutionary Computation
Automated design of image operators that detect interest points
Evolutionary Computation
Evolutionary learning of local descriptor operators for object recognition
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Genetic programming methodology that synthesize vegetation indices for the estimation of soil cover
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Shape Classification and Analysis: Theory and Practice
Shape Classification and Analysis: Theory and Practice
Object Categorization: Computer and Human Vision Perspectives
Object Categorization: Computer and Human Vision Perspectives
Faster and Better: A Machine Learning Approach to Corner Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Human-competitive results produced by genetic programming
Genetic Programming and Evolvable Machines
ImageCLEF: Experimental Evaluation in Visual Information Retrieval
ImageCLEF: Experimental Evaluation in Visual Information Retrieval
Computer Vision: Algorithms and Applications
Computer Vision: Algorithms and Applications
A forward look at computational support for conceptual design
EG-ICE'06 Proceedings of the 13th international conference on Intelligent Computing in Engineering and Architecture
Evolutionary feature synthesis for object recognition
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
A fast and elitist multiobjective genetic algorithm: NSGA-II
IEEE Transactions on Evolutionary Computation
Visual learning by coevolutionary feature synthesis
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Interest point detection through multiobjective genetic programming
Applied Soft Computing
Evolving estimators of the pointwise Hölder exponent with Genetic Programming
Information Sciences: an International Journal
Two-Tier genetic programming: towards raw pixel-based image classification
Expert Systems with Applications: An International Journal
Modeling global temperature changes with genetic programming
Computers & Mathematics with Applications
Customizable execution environments for evolutionary computation using BOINC + virtualization
Natural Computing: an international journal
Genetic programming as strategy for learning image descriptor operators
Intelligent Data Analysis
Hi-index | 0.00 |
This work describes a way of designing interest point detectors using an evolutionary-computer-assisted design approach. Nowadays, feature extraction is performed through the paradigm of interest point detection due to its simplicity and robustness for practical applications such as: image matching and view-based object recognition. Genetic programming is used as the core functionality of the proposed human-computer framework that significantly augments the scope of interest point design through a computer assisted learning process. Indeed, genetic programming has produced numerous interest point operators, many with unique or unorthodox designs. The analysis of those best detectors gives us an advantage to achieve a new level of creative design that improves the perspective for human-machine innovation. In particular, we present two novel interest point detectors produced through the analysis of multiple solutions that were obtained through single and multi-objective searches. Experimental results using a well-known testbed are provided to illustrate the performance of the operators and hence the effectiveness of the proposal.