Color Based Object Tracking with OpenCV A Survey
Journal Title: International Journal of Trend in Scientific Research and Development - Year 2021, Vol 5, Issue 3
Abstract
Object tracking is a rapidly growing field in machine learning. Object tracking is exactly what name suggests, to keep tracking of an object. This method has all sorts of application in wide range of fields like military, household, traffic cameras, industries, etc. There are certain algorithms for the object tracking but the easiest one is color based object detection. This is a color based algorithm for object tracking supported very well in OpenCV library. OpenCV is an library popular among python developers, those who are interested in Computer vision. It is an open source library and hence anyone can use and modify it without any restrictions and licensing. The Color based method of object tracking is fully supported by OpenCVs vast varieties of functions. There is little bit of simple math and an excellent logic behind this method of object tracking. But in simple language the target object is identified from and image given explicitly by user or some area selected from frame of video, and algorithm continuously search for that object from each frame in video and highlights the best match for every frame. But like every algorithm it also has some pros and cons which are discussed here. Vatsal Bambhania | Harshad P Patel "Color Based Object Tracking with OpenCV - A Survey" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-5 | Issue-3 , April 2021, URL: https://www.ijtsrd.com/papers/ijtsrd39964.pdf Paper URL: https://www.ijtsrd.com/engineering/computer-engineering/39964/color-based-object-tracking-with-opencv--a-survey/vatsal-bambhania
Authors and Affiliations
Vatsal Bambhania | Harshad P Patel
Keywords
Related Articles
- EP ID EP695296
- DOI -
- Views 98
- Downloads 0
Fin Tech Banking - The Revolutionized Digital Banking
India is one of the fastest developing countries in the world and the changes taking place are also very frequent in the financial environment of India. Where Fintech is and will play a major part of the financial world....
Cultivation of Two Species of Mushroom Found in Anambra State, South Eastern, Nigeria and Their Potentials for Bioremediation of Trace Metals Polluted Soil
Two species of Mushroom namely Amanita phalaoides and Amanita verosa were studied and they were collected from farmlands in Uke town around Onitsha metropolis in Anambra State, Nigeria. The mushroom samples were cultivat...
Child Labour : A Devastating Evil and Measures Taken by Indian Judiciary
Child labour is not a new issue for India. With the increasing population, the problem and issue of Child labour is also increasing. India is the second largest country after Africa which is adversely affected by child l...
The Depiction of Women's Pride in Margaret Laurence's Novel 'œThe Stone Angel'
œThe Stone Angel is a convincing depiction of a persons final decline, but it also bears a message that we should not miss opportunities to take joy in ourselves and other as we can, lest we find ourselves unchangeable a...
Workability Performance of Fresh Concrete Incorporated with GSA, GGBS and WF
The concrete is the most widely used building materials in the world throughout for the construction of infrastructure and other structures. The concrete is the second widely used substance on the earth next to water. Th...