Connectionists: [CfP] International Workshop on Deep Learning for Biometrics and its Applications (DL4BA) - IEEE Big Data

[Larbi Boubchir]

_[Apologies for multiple postings]_

The International Workshop on Deep Learning for Biometrics and its 
Applications (DL4BA) will be held in Macau, China, from 8 to 11 december 
2025, in conjunction with the IEEE International Conference on Big Data 
(IEEE BigData 2025 <https://conferences.cis.um.edu.mo/ieeebigdata2025/>).

https://dl4ba2025.sciencesconf.org/

*Overview*

Biometrics has become a burgeoning research area due to the industrial 
and government needs for authentication, identification, security, and 
privacy concerns. Biometric technology has become useful solution for 
various applications including access control, surveillance and privacy, 
hardware security and forensics. During last decade, Deep Learning (DL) 
has received a great attention to solve difficult and complex problems 
in various domains. Its ability to automatically learn features from big 
data has made it a major asset.This workshop aims to present and discuss 
the recent advances on deep learning applied to biometrics providing 
innovative solutions to challenging problems in biometrics. It is an 
opportunity to bring researchers and experts together to discuss the 
current and future state of biometrics.

*Topics of interest include, but are not limited to, the following:*

- DL for biometrics-based authentication and identification
- Deep biometric feature extraction
- Deep biometric feature fusion
- DL for biometric data analytics (signal, image, video, ...)
- DL for biometric spoofing and deepfake detection
- DL for big data challenges in biometrics
- DL for multimodal biometrics
- DL for soft biometrics
- DL for forensic biometrics
- DL for biometric security and privacy
- Leveraging DL techniques for biometrics
- Generative AI in biometrics
- Federated learning in biometrics
- Related applications

*Important Dates*

*Oct. 26, 2025* (11:59 pm CST): Due date for full workshop papers submission
Nov. 15, 2025: Notification of paper acceptance to authors
Nov. 23, 2025: Camera-ready of accepted papers
Dec 8-11, 2025: Workshops

*Paper submission*

- Please submit a full-length paper (up to 10 pages IEEE 2-column format 
including references) or a short-length paper (5 to 7 pages including 
references) through the online submission system.
- Papers should be formatted to IEEE Computer Society Proceedings 
Manuscript Formatting Guidelines. See link to "formatting instructions" 
here : https://www.ieee.org/conferences/publishing/templates.html 
<https://www.ieee.org/conferences/publishing/templates.html>
- Electronic submissions in PDF format are required.
- All papers accepted for this workshop will be published in the 
Workshop Proceedings of IEEE Big Data Conference, made available in the 
IEEE eXplore digital library.

*Online Submission *

https://wi-lab.com/cyberchair/2025/bigdata25/scripts/submit.php?subarea=S43&undisplay_detail=1&wh=/cyberchair/2025/bigdata25/scripts/ws_submit.php 
<https://wi-lab.com/cyberchair/2025/bigdata25/scripts/submit.php?subarea=S43&undisplay_detail=1&wh=/cyberchair/2025/bigdata25/scripts/ws_submit.php>

*Contact*
Prof. Larbi Boubchir (/Workshop Chair/)
University of Paris 8, France
E-mail: larbi.boubchir at univ-paris8.fr

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