Dissemination

2025-07-04

Four papers presented @ IbPRIA 2025

Researchers from VIS Team presented four papers during the IbPRIA 2025 conference in Coimbra (June 30 – July 3). This is a strong achievement, as only 67 out of 115 submitted papers were accepted (a 58% acceptance rate).

All papers underwent rigorous review by at least three experts before being selected for the conference. They will be published in Springer Lecture Notes in Computer Science series.

The accepted papers and their presenters were:

  1. Ajnas Muhammed presented “Federated Learning for Secure and Privacy-Preserving Facial Recognition: Advances, Challenges, and Research Directions” (Oral Session).
  2. André Neto presented “Pseudo-MOS Learning: A Hybrid Full-to-No-Reference FIQA Framework” (Oral Session).
  3. Carlos Roxo presented “How LLMs See People” (Poster Session).
  4. Miguel Leão presented “On the Use of Implicit Representations for Deepfake Detection” (Poster Session).

 

Furthermore, VIS Team PhD students (Farhad Shadmand, Iurii Medvedev and Miguel Leão) also showcased their ongoing research in the Doctoral Consortium of the conference.

Iurii Medvedev with his work entitled “Robustness of Deep Learning Based Face Recognition Under Morphing Attacks” has received the Best Doctoral Consortium Award!

This success highlights the high quality of research being done by the VIS Team.

Paper 1. and paper 2. were in the scope of the Achilles project, and have received funding from the European Union’s Horizon Europe research and innovation program under Grant Agreement No. 101189689.

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Pseudo-MOS Learning: A Full-to-No-Reference FIQA Framework

Authors: André Neto; Nuno Gonçalves
Date:2025
Featured in: 12th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA 2025)

On the Use of Implicit Representations for Deepfake Detection

Authors: Miguel Leão; Nuno Gonçalves
Date:2025
Featured in: 12th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA 2025)

How LLMs See People

Authors: Carlos Roxo; João Marcos; Nuno Gonçalves
Date:2025
Featured in: 12th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA 2025)

Federated Learning for Secure and Privacy-Preserving Facial Recognition: Advances, Challenges, and Research Directions

Authors: Ajnas Muhammed; João Marcos; Nuno Gonçalves
Date:2025
Featured in: 12th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA 2025)

A Journey Through Steganography Security Marks: Tracing Innovations from StegaStamp to StampOne

Authors: Farhad Shadmand; Nuno Gonçalves
Date:2025
Featured in: Doctoral Consortium of the 12th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA 2025)

On the Use of Implicit Representations for Deepfake Detection – DC

Authors: Miguel Leão; Nuno Gonçalves
Date:2025
Featured in: Doctoral Consortium of the 12th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA 2025)

Robustness of Deep Learning Based Face Recognition Under Morphing Attacks

Authors: Iurii Medvedev; Nuno Gonçalves
Date:2025
Featured in: Doctoral Consortium of the 12th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA 2025)
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RECENT PROJECTS

FACING2 – Face Image Understanding
VISUAL-ID – Unique Visual Identities in Graphics, Images and Faces
UniqueMark

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Institute of Systems and Robotics Department of Electrical and Computers Engineering University of Coimbra