کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
531431 869843 2008 12 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Applying the multi-category learning to multiple video object extraction
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر چشم انداز کامپیوتر و تشخیص الگو
پیش نمایش صفحه اول مقاله
Applying the multi-category learning to multiple video object extraction
چکیده انگلیسی

Video object (VO) extraction is of great importance in multimedia processing. In recent years approaches have been proposed to deal with VO extraction as a classification problem. This type of methods calls for state-of-the-art classifiers because the performance is directly related to the accuracy of classification. Promising results have been reported for single object extraction using support vector machines (SVM) and its extensions. Multiple object extraction, on the other hand, still imposes great difficulty as multi-category classification is an ongoing research topic in machine learning. This paper introduces a new scheme of multi-category learning for multiple VO extraction, and demonstrates its effectiveness and advantages by experiments.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Pattern Recognition - Volume 41, Issue 9, September 2008, Pages 2777–2788
نویسندگان
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