Title :
Overview of Object Detection and Image Analysis by Means of Genetic Programming Techniques
Author :
Krawiec, Krzysztof ; Howard, Daniel ; Zhang, Mengjie
Author_Institution :
Inst. of Comput. Sci., Poznan Univ. of Technol., Poznan
Abstract :
This paper reviews the existing work in genetic programming for object detection and image analysis. It shortly introduces the reader into the fundamentals of evolutionary computation and presents the basics of the genetic programming paradigm (GP), providing a rationale for the use of GP within computer vision and pattern recognition, particularly when applied to object detection and image analysis. It reviews the past research on GP for vision, referring to real-world applications where possible. It outlines possible further research directions.
Keywords :
computer vision; genetic algorithms; object detection; computer vision; genetic programming; image analysis; object detection; pattern recognition; Differential equations; Evolutionary computation; Genetic programming; Humans; Image analysis; Information technology; Mathematics; Object detection; Programmable control; Statistical analysis;
Conference_Titel :
Frontiers in the Convergence of Bioscience and Information Technologies, 2007. FBIT 2007
Conference_Location :
Jeju City
Print_ISBN :
978-0-7695-2999-8
DOI :
10.1109/FBIT.2007.148