کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
9021193 | 1561376 | 2005 | 6 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
The need of annotation for reference image data sets
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کلمات کلیدی
موضوعات مرتبط
علوم زیستی و بیوفناوری
بیوشیمی، ژنتیک و زیست شناسی مولکولی
زیست شناسی مولکولی
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چکیده انگلیسی
Closely related to the development process of novel image processing algorithms is always the need for a systematic training and evaluation of these methods. Thus, a predefined set of images (so-called reference images) are needed, to evaluate the performance of new methods with respect to some metric. To obtain such a metric during the evaluation process, the results of the new methods have to be compared to a valid ground truth, commonly also known as “gold standard”. This ground truth itself needs to be acquired and annotated systematically with respect to the image processing task to be evaluated. Hence, this work deals with the need for reference image data sets for the evaluation of new image processing methods, discusses requirements for a proper annotation for any such reference image data sets, and finally gives an example for an annotation tool for reference image data sets.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: International Congress Series - Volume 1281, May 2005, Pages 453-458
Journal: International Congress Series - Volume 1281, May 2005, Pages 453-458
نویسندگان
Thomas Wittenberg,