کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
523762 868487 2008 11 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A survey of methods for image annotation
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر نرم افزارهای علوم کامپیوتر
پیش نمایش صفحه اول مقاله
A survey of methods for image annotation
چکیده انگلیسی

In order to evaluate automated image annotation and object recognition algorithms, ground truth in the form of a set of images correctly annotated with text describing each image is required. In this paper, three image annotation approaches are reviewed: free text annotation, keyword annotation and annotation based on ontologies. The practical aspects of image annotation are then considered. We discuss the creation of keyword vocabularies for use in automated image annotation evaluation. As direct manual annotation of images requires much time and effort, we also review various methods to make the creation of ground truth more efficient. An overview of annotated image datasets for computer vision research is provided.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Visual Languages & Computing - Volume 19, Issue 5, October 2008, Pages 617–627
نویسندگان
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