Performance Evaluation Tools for Zone Segmentation and Classification (PETS)
| Title | Performance Evaluation Tools for Zone Segmentation and Classification (PETS) |
| Publication Type | Conference Papers |
| Year of Publication | 2010 |
| Authors | Seo W, Agrawal M, Doermann D |
| Conference Name | International Conference on Pattern Recognition |
| Date Published | 2010/// |
| Abstract | This paper overviews a set of Performance Evaluation ToolS (PETS) for zone segmentation and classification. The tools allow researchers and developers to evaluate, optimize and compare their algorithms by providing a variety of quantitative performance metrics. The evaluation of segmentation quality is based on the pixel-based overlaps between two sets of regions proposed by Randriamasy and Vincent. PETS extends the approach by providing a set of metrics for overlap analysis, RLE and polygonal representation of regions and introduces type-matching to evaluate zone classification. The software is available for research use. |