کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
405726 678018 2016 11 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Recognition method based on Green Associative Mechanism for weak contrast vehicle targets
ترجمه فارسی عنوان
روش تشخیص بر اساس مکانیسم وابسته به سبز برای اهداف خودرو ضعف ضعیف
کلمات کلیدی
تئوری ادراک بصری، هدف خودرو ضعف کنتراست، مکانیسم انجمن سبز، شبکه ارتباطی سبز نورون تعاملی
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
چکیده انگلیسی

As nowadays haze and other inclement weather becomes frequency, weak contrast vehicle target recognition has become a problem needed to solve urgently. At present, the existing vehicle recognition algorithms for weak contrast target vehicle are hard to achieve ideal effect. Therefore, in this paper, the Green Associative Mechanism Model based on human vision perceptual theory is proposed. This model has excellent associative function which is improved by introducing the neural interaction mechanism. Then, associative WHAT pathway used for object recognition in human visual cortex is abstracted properly. And on this basis a hierarchical Associative Mechanism Model is established, which is used for weak contrast vehicle recognition. The experiments show that the recognition rates of the model reach 88.6%, which is far above these of the existing recognition algorithms.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Neurocomputing - Volume 203, 26 August 2016, Pages 1–11
نویسندگان
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