Automatic mask creation of thermographic gait images using CVIPtools ATAT

Charles B. Stacey Jr.; Scott E. Umbaugh; Dominic J. Marino; Joseph Sackman

doi:10.1117/12.2585646

12 April 2021 Automatic mask creation of thermographic gait images using CVIPtools ATAT

Charles B. Stacey Jr., Scott E. Umbaugh, Dominic J. Marino, Joseph Sackman

Proceedings Volume 11743, Thermosense: Thermal Infrared Applications XLIII; 1174305 (2021) https://doi.org/10.1117/12.2585646
Event: SPIE Defense + Commercial Sensing, 2021, Online Only

Abstract

Thermographic imaging has been shown an efficacious method for analysis of gait abnormality in canines. A total of 168 images were used from multiple views of canine’s legs. An algorithm was developed for the automatic mask creation of these thermographic canine leg images to locate important gait related areas. The algorithm is compared with other segmentation and enhancement combinations using the CVIPtools Algorithm Testing and Analysis Tool (ATAT). The ATAT software was able to identify an algorithm with an average 88.4% success rate using the Dice coefficient and Jaccard Index as the main error measurements.

Conference Presentation

Citation Download Citation

Charles B. Stacey Jr., Scott E. Umbaugh, Dominic J. Marino, and Joseph Sackman "Automatic mask creation of thermographic gait images using CVIPtools ATAT", Proc. SPIE 11743, Thermosense: Thermal Infrared Applications XLIII, 1174305 (12 April 2021); https://doi.org/10.1117/12.2585646

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