کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
527109 869287 2012 10 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
On collaborative people detection and tracking in complex scenarios
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر چشم انداز کامپیوتر و تشخیص الگو
پیش نمایش صفحه اول مقاله
On collaborative people detection and tracking in complex scenarios
چکیده انگلیسی

The main contributions of this paper covers two different aspects: people detection and tracking. A whole detection/tracking system that integrates appearance, motion and tracking information is presented. This system uses the information provided by each of the independent tasks to improve the final result of the system. The tracking information is integrated in the detection task improving the detection results and vice versa. The experimental results over an extensive and challenging video dataset point out the state of the art limitations in complex or realistic scenarios, and show that the proposed collaborative system significantly reduces these limitations and improves the results in this kind of scenarios.


► We present a whole detection/tracking system that integrates appearance, motion and tracking information.
► We present a detection/tracking collaborative scheme in order to improve simultaneously both independent tasks.
► We present an exhaustive comparison with results from the state of the art.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Image and Vision Computing - Volume 30, Issues 4–5, May 2012, Pages 345–354
نویسندگان
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