Mobile Object Tracking Using Scale Space Tracking Algorithm

Visual object tracking (VOT) is an important sub- Field of computer vision. It has widespread application domains, and has been considered as an important part of Surveillance and security system. VOT is used to identify the updated location of the target object in the incoming video sequence, given

Project Title

Mobile Object Tracking Using Scale Space Tracking Algorithm

Project Area of Specialization

Electrical/Electronic Engineering

Project Summary

Visual object tracking (VOT) is an important sub- Field of computer vision. It has widespread application domains, and has been considered as an important part of Surveillance and security system. VOT is used to identify the updated location of the target object in the incoming video sequence, given an initial target location in one frame. Our project includes a robot, which will get real time information (frame) through camera, afterwards by using discriminative scale space tracking (DSST) it will send the information to the motors of robot to operate accordingly. In this work, we will solve various challenges associated with VOT by estimating the location of a target in each frame of an image sequence.

Project Objectives

1. We are designing a high

accuracy tracking device

using Discriminative scale

space tracking (Algorithm).

2. As VOT face many

challenges so we have to

tackle those problems to

enhance the performance of

our tracker.

Project Implementation Method

 Visual object tracking is used to locate the targeted object in all frames of video,provided the location in the first frame. Visual object tracking (VOT) is a well-known sub-field of computer vision and hence image processing. VOT also faces many challenges such as clutter background, occlusion, Fast Motion, illumination changes.

In the Growing world, technology is growing day by day. So in order to meet the advancement in technology in VOT (Visual Object Tracking) we must derive an efficient way of tracking a object in a real time which has fast response and has accuracy in its response. We are designing a high accuracy tracking device using Discriminative scale space tracking (Algorithm). As VOT face many challenges so we have to tackle those problems to enhance the performance of our tracker.

Benefits of the Project

VOT is used in many applications such as Security and surveillance system , Vehical tracking , Traffic monitoring and Medical diagnosis.

Technical Details of Final Deliverable

Our project includes a robot, which will get real time information (frame) through camera, afterwards by using discriminative scale space tracking (DSST) it will send the information to the motors of robot to operate accordingly. In this work, we will solve various challenges associated with VOT by estimating the location of a target in each frame of an image sequence.

Final Deliverable of the Project

Hardware System

Core Industry

Security

Other Industries

Transportation

Core Technology

Artificial Intelligence(AI)

Other Technologies

Robotics

Sustainable Development Goals

Industry, Innovation and Infrastructure

Required Resources

If you need this project, please contact me on contact@adikhanofficial.com