Vehicle detection using background subtraction and clustering algorithms

نویسندگان
چکیده

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Controlling Background Subtraction Algorithms for Robust Object Detection

This paper presents a controller for background subtraction algorithms to detect mobile objects in videos. The controller has two main tasks. The first task is to guide the background subtraction algorithm to update its background representation. To realize this task, the controller has to solve two important problems: removing ghosts (background regions misclassified as object of interest) and...

متن کامل

Comparison of complex-background subtraction algorithms using a fixed camera

In this paper we look at the problem which is the background subtraction algorithms when dealing with complex, or real-world, background, as background subtraction is a vital step for Computer Vision. We will be measuring the effectiveness of each background subtraction algorithm of handling a real-world scene and subtracting the unwanted background elements as well as the time taken to complet...

متن کامل

Comparative study of background subtraction algorithms

In this paper, we present a comparative study of several state of the art background subtraction methods. Approaches ranging from simple background subtraction with global thresholding to more sophisticated statistical methods have been implemented and tested on different videos with ground truth. The goal of this study is to provide a solid analytic ground to underscore the strengths and weakn...

متن کامل

A Robust Background Subtraction and Shadow Detection

This paper presents a novel algorithm for detecting moving objects from a static background scene that contains shading and shadows using color images. Although the background subtraction technique has been used for years in many vision systems as a preprocessing step for object detection and tracking, most of these algorithms are susceptible to both global and local illumination changes such a...

متن کامل

A Novel Approach to Background Subtraction Using Visual Saliency Map

Generally human vision system searches for salient regions and movements in video scenes to lessen the search space and effort. Using visual saliency map for modelling gives important information for understanding in many applications. In this paper we present a simple method with low computation load using visual saliency map for background subtraction in video stream. The proposed technique i...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: TELKOMNIKA (Telecommunication Computing Electronics and Control)

سال: 2019

ISSN: 2302-9293,1693-6930

DOI: 10.12928/telkomnika.v17i3.10144