Region-based Measures for Evaluation of Color Image Segmentation

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.

• Type: Journal
• Year: 2010
• Where: IMCSIT
• Authors: Andreea Iancu, Bogdan Popescu, Marius Brezovan, Eugen Ganea
• Keywords: Image Segmentation Evaluation, IMCSIT 2010, Information Technology, Salient Object Recognition, Segmentation Methods