کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
529980 869726 2012 11 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Evaluation of segmentation techniques using region area and boundary matching information
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر چشم انداز کامپیوتر و تشخیص الگو
پیش نمایش صفحه اول مقاله
Evaluation of segmentation techniques using region area and boundary matching information
چکیده انگلیسی

Evaluation techniques play an important role while picking a suitable segmentation scheme out of a number of alternatives. In this paper, a novel supervised segmentation evaluation scheme is proposed that is designed by combining segment area and boundary information. Using the evaluation metric, a ranking of the popular segmentation algorithms is carried out. A comparative analysis with existing supervised metrics that are commonly used for grading segmentation schemes is performed. Experimental results indicate that the performance of the proposed measure is promising.


► Better objective measure for quality evaluation of image segmentation schemes.
► Both boundary and region area play important roles in computation of the measure.
► There exists correlation between subjective and the suggested objective evaluation.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Visual Communication and Image Representation - Volume 23, Issue 1, January 2012, Pages 150–160
نویسندگان
, , ,