Welcome!
My name is Daniel and I am a computer scientist who works as an assistant professor at Loyola University Chicago, USA.
I investigate the application of techniques from the fields of Computer Vision, Machine Learning, Media Forensics, and Biometrics to make our society better.
Here is my CV.
I am glad to join Drs. Anderson Rocha and Sébastien Marcel as the guest editors of the IEEE Computer Society “Special Issue on Synthetic Realities and AI-Generated Contents”. The call for papers is open until October 13, 2023, and we are looking for amazing contributions. Folks with questions are welcome to contact me.
Interests
- Computer Vision
- Machine Learning
- Media Forensics
- Biometrics
Education
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PhD in Computer Science, 2016
University of Campinas, Brazil
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MSc in Computer Science, 2008
Federal University of Pernambuco, Brazil
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BSc in Computer Science, 2006
Federal University of Pará, Brazil
Projects
Assessment of scientific research integrity through the detection of image tampering in scientific papers.
Teaching
Career
Assistant Professor
Member of the Department of Computer Science at the College of Arts & Sciences.
Assistant Research Professor
Member of the Department of Computer Science and Engineering (CSE) and of the Center for Research Computing (CRC).
Research Scholar
Postdoctoral researcher at the Computer Vision Research Lab (CVRL).
Research Fellow
PhD student at the Reasoning for Complex Data (RECOD) Lab.
Systems Analyst
Full-stack lead developer.
Instructor of the Systems and Database Programming 40h module within the Corporate Databases Graduate Program.
Systems Analyst
Back-end programmer.
Research Fellow
MSc student at the Centro de Informática (CIn).
Service
General Chair
- 11th ACM Workshop on Information Hiding and Multimedia Security (IH&MMSec), 2023.
Associate Editor
- IEEE Transactions on Information Forensics and Security (T-IFS) Journal, 2023 – present.
- Elsevier Pattern Recognition (PR) Journal, 2023 – present.
Guest Editor
- IEEE Computer Society Special Issue on Synthetic Realities and AI-Generated Contents, 2023.
Reviewer
Journals
- IEEE Transactions on Information Forensics and Security (T-IFS) Journal.
- IEEE Transactions on Technology and Society (TTS) Journal.
- IEEE Transactions on Computers (TC) Journal.
- Elsevier Pattern Recognition (PR) Journal.
- Elsevier Computer Vision and Image Understanding (CVIU) Journal.
- Elsevier Journal of Visual Communication and Image Representation (JVCI).
- Springer Signal, Image, and Video Processing (SIVP) Journal.
Conferences
- Springer European Conference on Computer Vision (ECCV), 2022.
- Springer European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD), Workshop of Deep Learning and Multimedia Forensics – Combating fake media and misinformation, 2023.
- CVPR Workshop on Media Forensics (WMF), 2022, 2021, 2020.
- IAPR International Conference on Pattern Recognition (ICPR), 2022.
- IEEE International Conference on Image Processing (ICIP), 2022, 2021.
- IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024, 2023, 2022, 2021.
- IEEE International Conference on Autonomous Systems (ICAS), 2021.
- IEEE International Joint Conference on Biometrics (IJCB), 2023, 2022.
- IEEE International Workshop on Information Forensics and Security (WIFS), 2022, 2021.
- IEEE Winter Conference on Applications of Computer Vision (WACV), 2023, 2020.
- IEEE WACV Workshop on Deepfakes and Presentation Attacks in Biometrics (DeepPAB), 2020.
- ACM International Conference on Multimedia Retrieval, 2017.
- SBC International Conference on Graphics, Patterns, and Images (SIBGRAPI), 2023, 2022.
Technical Committee
- IEEE Signal Processing Society Education Center Editorial Board, 2022 – 2023.
- IEEE Information Forensics and Security Technical Committee (IFS-TC), 2021 – 2023.
Thesis Committee
- Pedro Valois. Master’s, University of Campinas, defended August 2022.
Proposal Reader
- João Bachiega Jr. Doctoral, University of Brasilia, proposed November 2022.
- William Theisen. Doctoral, University of Notre Dame, proposed June 2022.
- Samuel Grieggs. Doctoral, University of Notre Dame, proposed May 2021.
- Thamiris Coelho. Master’s, University of Campinas, proposed December 2021.
- Pedro Valois. Master’s, University of Campinas, proposed August 2021.
Speaker
- Scientific Integrity Verification Through Image Forensics, IEEE SPS-IFS TC Webinar, 2023. Available online.
- Fighting Scientific Misconduct with Media Forensics, 12th Annual Symposium on Digital Ethics, Loyola University Chicago, 2023.
- Image Provenance Analysis for Disinformation Detection, Red Hat Research, 2022. Co-authored with Walter Scheirer. Available online.
- Human-machine Pairing to Improve Computer Vision, IEEE International Joint Conference on Biometrics (IJCB) and IEEE Winter Conference on Applications of Computer Vision (WACV), 2022. Co-authored with Adam Czajka, Kevin Bowyer, and Aidan Boyd. Available on Youtube.
Awards
Best PhD Dissertation
First place in the 30th Brazilian Dissertation Contest.
Honor Student
Honor graduating student in Computer Science, class of 2005.
Contact
- dmoreira1@luc.edu
- +1 (773) 508-3572
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Department of Computer Science at Loyola University Chicago
310 Doyle Center, Lake Shore Campus
1052 W Loyola Ave, Chicago, IL 60626