کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
484358 703265 2015 8 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Real-time Detection of Vehicles Using the Haar-like Features and Artificial Neuron Networks
ترجمه فارسی عنوان
تشخیص زمان واقعی وسایل نقلیه با استفاده از ویژگی های هار و شبکه های عصبی مصنوعی؟
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر علوم کامپیوتر (عمومی)
چکیده انگلیسی

In this document, a vehicle detection system is presented. This system is based on two algorithms, a descriptor of the image type haar-like, and a classifier type artificial neuron networks. In order to ensure rapidity in the calculation extracts features by the descriptor the concept of the integral image is used for the representation of the image. The learning of the system is performed on a set of positive images (vehicles) and negative images (non-vehicle), and the test is done on another set of scenes (positive or negative). To address the performance of the proposed system by varying one element among the determining parameters which is the number of neurons in the hidden layer; the results obtained have shown that the proposed system is a fast and robust vehicle detector.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Procedia Computer Science - Volume 73, 2015, Pages 24-31