@conference {13624, title = {Performance Evaluation Tools for Zone Segmentation and Classification (PETS)}, booktitle = {International Conference on Pattern Recognition}, year = {2010}, month = {2010///}, pages = {503 - 506}, 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.}, author = {Seo,W. and Agrawal,Mudit and David Doermann} }