کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
453378 694832 2013 9 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Interactive tool for image annotation using a semi-supervised and hierarchical approach
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر شبکه های کامپیوتری و ارتباطات
پیش نمایش صفحه اول مقاله
Interactive tool for image annotation using a semi-supervised and hierarchical approach
چکیده انگلیسی

This paper presents a semi-automatic tool, called IGAnn (Interactive image ANNotation), that assists users in annotating textual labels with images. IGAnn performs an interactive retrieval-like procedure: the system presents the user with images that have higher confidences, and then the user determines which images are actually relevant or irrelevant for a specified label. By collecting relevant and irrelevant images of iterations, a hierarchical classifier associated with the specified label is built using our proposed semi-supervised approach to compute confidence values of unlabeled images. This paper describes the system interface of IGAnn and also demonstrates quantitative experiments of our proposed approach.


► An easy-to-use tool is designed for interactive image annotation, called IGAnn.
► IGAnn can assist users in annotating textual labels with images.
► We design a retrieval-like procedure to interactively annotate labels with images.
► Hierarchical classifiers are constructed using a semi-supervised approach in IGAnn.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computer Standards & Interfaces - Volume 35, Issue 1, January 2013, Pages 50–58
نویسندگان
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