کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
6952909 1451799 2009 19 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Machine learning for people detection in guidance functionality of enabling health applications by means of cascaded SVM classifiers
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر پردازش سیگنال
پیش نمایش صفحه اول مقاله
Machine learning for people detection in guidance functionality of enabling health applications by means of cascaded SVM classifiers
چکیده انگلیسی
We thus propose application of a cascaded support vector machine (SVM) classifier with linear and combined cascading of SVMs based on histogram of oriented gradients (HOGs) and Fisher score preselection. Proposed algorithms are evaluated on the basis of the INRIA database and compared to the state of the art procedure with HOG-features in combination with a standard SVM.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of the Franklin Institute - Volume 355, Issue 4, March 2018, Pages 2009-2021
نویسندگان
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