Mr. Panpan Lu Profile

Panpan Lu

at Ocean University of China

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 | 27 January 2021 Paper

Simple online and real-time underwater multiple object tracking

Panpan Lu, Junyu Dong, Xin Sun

Proceedings Volume 11720, 117200F (2021) https://doi.org/10.1117/12.2589351

Read Abstract +

For underwater videos, the effects of object tracking becomes more challenging since videos taken are greatly influenced by blurry background, illumination condition and occlusion. Hence, this paper explores an effective approach for underwater multiple object tracking where the main advantage lies in associating objects effectively for online and real-time applications. It is a remarkable fact that detection quality is a key factor for tracking effects, where changing the detector improves the result of tracking. In the process, the whole model consists of detection, Kalman Filter and Hungarian Algorithm. While the detection method applied is yolov3 as it has an excellent performance in terms of speed and accuracy. Consequently, yolov3 can be perfectly embedded in the model. The model embraces an impressive tracking result on underwater dataset. Tracking results have been analyzed using Multiple Object Tracking Accuracy (MOTA) and Multiple Object Tracking Precision (MOTP).

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