Detailed Information
Cited 0 time in 
Cited 0 time in 
Cited 0 time in
Metadata Downloads
Poster Abstract: On-the-Fly Autoencoders as Subscriptions for Face Detection on a Publish/Subscribe System
- Issue Date
- 7-Nov-2022
- Publisher
- Association for Computing Machinery, Inc
- Keywords
- artificial neural network; autoencoder; face detection; publish/subscribe
- Citation
- Middleware 2022 - Proceedings of the 23rd International Middleware Conference Demos and Posters, Part of Middleware 2022, pp.3 - 4
- Journal Title
- Middleware 2022 - Proceedings of the 23rd International Middleware Conference Demos and Posters, Part of Middleware 2022
- Start Page
- 3
- End Page
- 4
- ISSN
- 0000-0000
- Abstract
- This paper presents a publish/subscribe system that accepts sample face images from the subscribers to autoencode a person in emergent pursuit or tracking. Autoencoders trained on the fly based on a convolutional neural network are deployed to publish/subscribe brokers in the form of subscriptions. Face captures sent from the surveillance cameras are injected into the autoencoders to detect the person in search. We discuss the matching accuracy and the overhead of the training process to obtain the autoencoders. © 2022 Owner/Author.
- Files in This Item
- There are no files associated with this item.
- Appears in
Collections - ETC > 1. Journal Articles
Items in ScholarWorks are protected by copyright, with all rights reserved, unless otherwise indicated.
Related Researcher
- Yoon, Young
- Engineering (Department of Computer Engineering)