کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
533486 870124 2011 13 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A transductive multi-label learning approach for video concept detection
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر چشم انداز کامپیوتر و تشخیص الگو
پیش نمایش صفحه اول مقاله
A transductive multi-label learning approach for video concept detection
چکیده انگلیسی

In this paper, we address two important issues in the video concept detection problem: the insufficiency of labeled videos and the multiple labeling issue. Most existing solutions merely handle the two issues separately. We propose an integrated approach to handle them together, by presenting an effective transductive multi-label classification approach that simultaneously models the labeling consistency between the visually similar videos and the multi-label interdependence for each video. We compare the performance between the proposed approach and several representative transductive and supervised multi-label classification approaches for the video concept detection task over the widely used TRECVID data set. The comparative results demonstrate the superiority of the proposed approach.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Pattern Recognition - Volume 44, Issues 10–11, October–November 2011, Pages 2274–2286
نویسندگان
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