Authors:
Marcin Woźniak
and
Dawid Połap
Affiliation:
Silesian University of Technology, Poland
Keyword(s):
Key-points Search, 2D Image Processing, Cuckoo Search Algorithm, Evolutionary Computation.
Related
Ontology
Subjects/Areas/Topics:
Biometrics and Pattern Recognition
;
Image and Video Processing, Compression and Segmentation
;
Multimedia
;
Multimedia Databases, Indexing, Recognition and Retrieval
;
Multimedia Signal Processing
;
Multimedia Systems and Applications
;
Neural Networks, Spiking Systems, Genetic Algorithms and Fuzzy Logic
;
Semantic Analysis of Multimedia Data
;
Telecommunications
Abstract:
In this paper, the idea of applying cuckoo search algorithm to search for key-points in 2D images is formulated. For a set of test images we present and verify simplified version, it’s efficiency and precision. Research results are presented and discussed in comparison to classic methods like simplified SURF and SIFT algorithms to show potential efficiency of applied computational intelligence.