An improved moving object tracking algorithm based on CAMSHIFT
نویسندگان
چکیده
منابع مشابه
CAMSHIFT-based Algorithm for Multiple Object Tracking
This paper presents a technique for object tracking by using CAMSHIFT algorithm that tracks an object based on color. We aim to improve the CAMSHIFT algorithm by adding a multiple targets tracking function [1].When one object is selected as a template, it will search objects that have the same hue value and shape by shape recognition. Hence, the inputs of the algorithm are hue values and shape ...
متن کاملImproved Video Moving Target Tracking Based on Camshift
Focusing on the failure under the condition of target blocking, the similarity between target color and background color for the Camshift algorithm, an improved algorithm based on Camshift algorithm is proposed. Gaussian mixture model is used to determine the tracking area fast and accurately because it is not sensitive to the external conditions such as light and shadow. Kalman predictor is us...
متن کاملAn Improved CAMShift Algorithm for Object Detection and Extraction
Continuously Adaptive MeanShift (CAMShift) is an important algorithm for object tracking based on the colour histogram. The algorithm works by finding the mode of a probability distribution map within a search window and iteratively updates the position and size of the window until convergence. The algorithm boasts of high performance in a simple environment where the colour distribution is con...
متن کاملCUDA Based CAMshift Algorithm for Object Tracking Systems
In this paper, we present an image object tracking system for GPGPU based CAMshift algorithm. For image object tracking, we use the parallel CAMshift tracking algorithm based on the HSV color image distribution of detected moving objects. In this, RGB-to-HSV color conversion, image masking such as open and close operation for image morphology, and computing of centroid are executed in parallel....
متن کاملImproved CAMshift Algorithm Based on Kalman Filter
In this paper, we describe a Continuously Adaptive Mean Shift (CAMshift) algorithm with a Kalman filter. A CAMshift algorithm does not consider an object’s direction vectors and velocity. In addition, sometimes, CAMshift loses the tracked object when the color of the background is similar to that of the object. However, using a Kalman filter with the CAMshift algorithm can overcome these disadv...
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: Journal of Physics: Conference Series
سال: 2021
ISSN: 1742-6588,1742-6596
DOI: 10.1088/1742-6596/1941/1/012024