Research on Mean-Shift Target Tracking Based on Image HOG Feature
نویسندگان
چکیده
منابع مشابه
Kernel Bandwidth Adaptive Target Tracking Algorithm Based on Mean - Shift
The kernel bandwidth of the classical Mean-Shift tracking algorithm is fixed, and it usually results in tracking failure when the target’s size changes. A kernel bandwidth adaptive Mean-Shift tracking algorithm is presented with frame difference method to solve the question in this paper. According to the targets’ size obtained from the inter-frame difference method, the bandwidth matrix of ker...
متن کاملResearch on Target Tracking Algorithm based on Improved Mean Shift and Kalman Filter
In this paper we discuss about a target tracking algorithm based on Mean Shift and Kalman Filter, which is suitable for high speed moving target tracking. The basic Mean Shift algorithm is described in this paper as well. Although basic Mean Shift algorithm can realize target tracking without arguments or searching all the areas effectively, it has shortcomings which can limit its effectiveness...
متن کاملTarget Tracking Based on Mean Shift and KALMAN Filter with Kernel Histogram Filtering
Visual object tracking is required in many tasks such as video compression, surveillance, automated video analysis, etc. mean shift algorithm is one of popular methods to this task and has some advantages comparing to other tracking methods. This method would not be appropriate in the case of large target appearance changes and occlusion; therefore target model update could actually improve thi...
متن کاملA New Target Tracking Scheme Based on Improved Mean Shift and Adaptive Kalman Filter
In this paper, a target tracking algorithm is proposed by combining the improved Mean Shift algorithm with the adaptive Kalman filter. For a selected moving object, frame difference and region growing methods are used to segment target and extract the dominant color. In the tracking process, the initial iterative position is obtained by adaptive Kalman filter in each frame. The tracking result ...
متن کاملObject Tracking Approach based on Mean Shift Algorithm
Abstract: Object tracking has always been a hotspot in the field of computer vision, which has a range of applications in real word. The object tracking is a critical task in many vision applications. The main steps in video analysis are two: detection of interesting moving objects and tracking of such objects from frame to frame. Most of tracking algorithms use pre-defined methods to process. ...
متن کاملذخیره 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: The Open Automation and Control Systems Journal
سال: 2015
ISSN: 1874-4443
DOI: 10.2174/18744443015070101022