B-spline based image tracking by detection

Bhashyam Balaji; Rajiv Sithiravel; Anthony Damini; Thiagalingam Kirubarajan; Sreeraman Rajan

doi:10.1117/12.2228248

17 May 2016 B-spline based image tracking by detection

Bhashyam Balaji, Rajiv Sithiravel, Anthony Damini, Thiagalingam Kirubarajan, Sreeraman Rajan

Proceedings Volume 9842, Signal Processing, Sensor/Information Fusion, and Target Recognition XXV; 984202 (2016) https://doi.org/10.1117/12.2228248
Event: SPIE Defense + Security, 2016, Baltimore, MD, United States

Abstract

Visual image tracking involves the estimation of the motion of any desired targets in a surveillance region using a sequence of images. A standard method of isolating moving targets in image tracking uses background subtraction. The standard background subtraction method is often impacted by irrelevant information in the images, which can lead to poor performance in image-based target tracking. In this paper, a B-Spline based image tracking is implemented. The novel method models the background and foreground using the B-Spline method followed by a tracking-by-detection algorithm. The eﬀectiveness of the proposed algorithm is demonstrated.

Citation Download Citation

Bhashyam Balaji, Rajiv Sithiravel, Anthony Damini, Thiagalingam Kirubarajan, and Sreeraman Rajan "B-spline based image tracking by detection", Proc. SPIE 9842, Signal Processing, Sensor/Information Fusion, and Target Recognition XXV, 984202 (17 May 2016); https://doi.org/10.1117/12.2228248

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available

Members: $17.00

Non-members: $21.00 ADD TO CART

PROCEEDINGS
13 PAGES

DOWNLOAD PAPER SAVE TO MY LIBRARY

GET CITATION

RIGHTS & PERMISSIONS

Get copyright permission Get copyright permission on Copyright Marketplace

KEYWORDS

Detection and tracking algorithms

Target detection

Optical tracking

Motion models

Cameras

Image visualization

Show All Keywords

Keywords/Phrases

Search In:

Publication Years