Region-based measures for evaluation of color image segmentation
- Resource Type
- Conference
- Authors
- Iancu, Andreea; Popescu, Bogdan; Brezovan, Marius; Ganea, Eugen
- Source
- Proceedings of the International Multiconference on Computer Science and Information Technology Computer Science and Information Technology (IMCSIT), Proceedings of the 2010 International Multiconference on. :717-722 Oct, 2010
- Subject
- Computing and Processing
Image segmentation
Pixel
Algorithm design and analysis
Image color analysis
Measurement uncertainty
Image edge detection
- Language
- ISSN
- 2157-5525
2157-5533
The present paper is aimed to compare the efficiency of a new segmentation method with several existing approaches. The paper addresses the problem of image segmentation evaluation from the error measurement point of view.We are introducing a new method of salient object recognition with very good results relative to other already known object detection methods. We developed a simple evaluation framework in order to compare the results of our method with other segmentation methods. The experimental results offer a complete basis for parallel analysis with respect to the precision of our algorithm, rather than the individual efficiency.