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نویسنده :telcomsim telcomsim
تاریخ:پنجشنبه 1 تیر 1396-11:39 ق.ظ

تشخیص اتوماتیک پلاک خودرو با استفاده از الگوریتم ترکیبی در فضای رنگ HSV مبتنی بر کلاس بند SVM

در ادامه چکیده ای از پایان نامه با عنوان "    تشخیص اتوماتیک پلاک خودرو با استفاده از الگوریتم ترکیبی در فضای رنگ HSV مبتنی بر کلاس بند SVM" آورده شده است برای آگاهی از نحوه انجام کار درخواست خود را به ایمیل (telcomsimulation@gmail.com) ارسال کنید.

پلاک از ویژگی­های منحصر به فرد­ برای احراز هویت خودروها می­ باشد که تشخیص و شناسایی آن نقش مهمی در سیستم­ های ترابری هوشمند، کنترل ترافیک و شناسایی وسایل نقلیه دارد. چنین سیستم ­هایی شامل دو مرحله ­ی تشخیص محل پلاک و شناسایی کاراکتر­های آن می­ باشد. در این مقاله از روشی ترکیبی جهت تشخیص محل پلاک خودرو در تصاویر رنگی استفاده شده است. در الگوریتم پیشنهادی، ابتدا در مرحله تشخیص به منظور کاهش لبه­ های اضافی موجود در تصویر، پیش ­پردازش­ هایی در حوزه مکان صورت می­ گیرد، سپس با استفاده از تحلیل افکنش افقی بر روی لبه ­های آشکار شده از تصویر، نواحی کاندید برای محل پلاک استخراج شده و در گام بعدی با استفاده از آشکارساز لبه در فضای رنگ HSV و استخراج ویژگی ­ها در این حوزه، محل دقیق پلاک شناسایی می­ شود. در مرحله آخر نیز کاراکتر­های پلاک با بهره ­گیری از کلاس ­بند SVM و اعمال آن بر روی ویژگی­ های بدست آمده از روش هیستوگرام گرادیان و مکان مشخصه، استخراج می ­گردد.




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