Mr. Raymond Rui Ming Tan Profile

Raymond Rui Ming Tan

at Nanyang Technological Univ.

SPIE Involvement:

Author

Publications (1)

This will count as one of your downloads.

You will have access to both the presentation and article (if available).

DOWNLOAD NOW

This content is available for download via your institution's subscription. To access this item, please sign in to your personal account.

Email or Username Forgot your username?

Password Forgot your password?

Show

Keep me signed in

No SPIE account? Create an account

Proceedings Article | 20 April 2021 Paper

Movability assessment on physiotherapy for shoulder periarthritis via fine-grained 3D ResNet deep learning

Raymond Tan Rui Ming, Chengxuan Feng, Hock Soon Seah, Feng Lin

Proceedings Volume 11792, 117920H (2021) https://doi.org/10.1117/12.2588350

Read Abstract +

We present a novel approach to movability assessment on physiotherapy for shoulder periarthritis via fine-grained 3D Residual Networks (R3D) deep learning. The unique deep neural networks is able to automatically extract the spatiotemporal features from the RGB-D videos. In our preliminary studies, we have a set of VR sports games customized for the immersive and interactive sports environment, to regulate the patient’s rehabilitation exercises. In this way, acquisition of RGB-D action videos can be more specific to the subject and defined movements; and fine-grained feature discrimination of the same subject can be better achieved from the longitudinal study, to increase the accuracy of therapeutic assessment.

My Library

You currently do not have any folders to save your paper to! Create a new folder below.

Folder Name

Folder Description

View contact details

UPDATE YOUR PROFILE

Is this your profile? Update it now.

Sign into your SPIE.org account

Don’t have a profile and want one?

Create an account on SPIE.org

Access to the requested content is limited to institutions that have purchased or subscribe to SPIE eBooks. You are receiving this notice because your organization may not have SPIE eBooks access.*

*Shibboleth/Open Athens users─please sign in to access your institution's subscriptions.

To obtain this item, you may purchase the complete book in print or electronic format on SPIE.org.

ORGANIZATIONAL
Sign in with credentials provided by your organization.

Organizational Username

Organizational Password

Show/Hide Password

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:

Non-members: ADD TO CART

Keywords/Phrases

Search In:

Publication Years