Biography and education
Mylene Farias received her B.Sc. degree in electrical engineering from Federal University of Pernambuco (UFPE), Brazil, in 1995 and her M.Sc. degree in electrical engineering from the State University of Campinas (UNICAMP), Brazil, in 1998. She received her Ph.D. in electrical and computer engineering from the University of California Santa Barbara (UCSB), USA, in 2004 for work in no-reference video quality metrics. Dr. Farias has worked as a research engineer at CPqD (Brazil) in video quality assessment and validation of video quality metrics. She has also worked as an intern for Philips Re- search Laboratories (The Netherlands) in video quality assessment of sharpness algorithms and for Intel Corporation (Phoenix, USA) developing no-reference video quality metrics. Currently, she is an Associate Professor in the Department of Computer Science at Texas State University. Previously, she was an associate professor in the Department of Electrical Engineering at the University of Brasilia (UnB).
To date, she has published 65 scientific journals and 121 peer- reviewed conference papers. She is currently an Senior Area Editor for IEEE Signal Processing Letters and Associate Editor for IEEE Transactions on Circuits and Systems for Video Technology , in addition to being an Area Editor for Elsevier Signal Processing Image Communication. Dr. Farias is a Senior Member of IEEE and the IEEE Signal Processing Society. She is also a member of ACM. She has served as a member and area chair in technical program committees of several conferences. She has served as a Technical Program Co-Chair for ACM NOSSDAV 2021 and QoMEX 2020 and 2023, and as a co-chair of the ACM MMSys 2022. She was elected as a member of the IEEE Image, Video, and Multidimensional Signal Processing Technical Committee (2021-2023) and of the IEEE Multimedia Signal Processing Technical Committee (2022- 2024), both of the IEEE Signal Processing Society. She is currently a member of the JPEG Pleno Light-Field Working Group and VQEG Immersive Media Group. She is also a member of the TV 3.0 Video Coding Layer Test Laboratories of the Brazilian Digital Television System. Her current interests include video quality metrics, video processing, multimedia signal processing, immersive media, and visual attention.
Web: https://cs.txstate.edu/~asf93/
Scopus: https://www.scopus.com/authid/detail.uri?authorId=34769791900
Google Scholar: https://scholar.google.com/citations?hl=en&user=3m4U2zkAAAAJ&view_op=list_works
ORCID ID: https://orcid.org/0000-0002-1957-9943
To date, she has published 65 scientific journals and 121 peer- reviewed conference papers. She is currently an Senior Area Editor for IEEE Signal Processing Letters and Associate Editor for IEEE Transactions on Circuits and Systems for Video Technology , in addition to being an Area Editor for Elsevier Signal Processing Image Communication. Dr. Farias is a Senior Member of IEEE and the IEEE Signal Processing Society. She is also a member of ACM. She has served as a member and area chair in technical program committees of several conferences. She has served as a Technical Program Co-Chair for ACM NOSSDAV 2021 and QoMEX 2020 and 2023, and as a co-chair of the ACM MMSys 2022. She was elected as a member of the IEEE Image, Video, and Multidimensional Signal Processing Technical Committee (2021-2023) and of the IEEE Multimedia Signal Processing Technical Committee (2022- 2024), both of the IEEE Signal Processing Society. She is currently a member of the JPEG Pleno Light-Field Working Group and VQEG Immersive Media Group. She is also a member of the TV 3.0 Video Coding Layer Test Laboratories of the Brazilian Digital Television System. Her current interests include video quality metrics, video processing, multimedia signal processing, immersive media, and visual attention.
Web: https://cs.txstate.edu/~asf93/
Scopus: https://www.scopus.com/authid/detail.uri?authorId=34769791900
Google Scholar: https://scholar.google.com/citations?hl=en&user=3m4U2zkAAAAJ&view_op=list_works
ORCID ID: https://orcid.org/0000-0002-1957-9943
Teaching Interests
Research Interests
Featured grants
- Queiroz de Farias, Mylene Christine, Fritts, Sarah Rebecah, Tesic, Jelena. 2025 ExpandAI Catalyst Award: Advancing the Automation of Bat Monitoring for Sustainable Wind Energy Development, Texas State Center for Analytics and Data Science (TXST CADS), Texas State University, $6000. (Submitted: December 2, 2024, Funded: 2025 - Present). Grant.
- Yang, Kecheng (Principal), Ngu, Hee Hiong (Co-Principal), Chen, Xiao (Supporting), Islam, Tanzima Z (Supporting), Metsis, Vangelis (Supporting), Hou, Tao (Supporting), Rathore, Heena (Supporting), Wang, Lu (Supporting), Queiroz de Farias, Mylene Christine (Supporting), Qasem, Apan Muhammad (Supporting). REU Site: Research Experiences for Undergraduates in Edge Computing, National Science Foundation (NSF), Federal, $389995. (Submitted: August 2021, Funded: March 1, 2022 - February 28, 2026). Grant.
- Siciliano-Martina, Leila Marie (Principal), Queiroz de Farias, Mylene Christine (Co-Principal), Schwalb, Astrid (Co-Principal), Lorkovic, Emily (Co-Principal). SmartShell: Deep Learning and 3D Morphometrics for Accurate Identification, Texas State University, Texas State University, $24000. (Submitted: October 2025, Funded: January 2026 - May 2027). Grant.
- Queiroz de Farias, Mylene Christine. Verena and Kenneth J. Wilson Latin American Research Program, Center for International Studies, Texas State University. (Submitted: February 2024, Funded: June 2024 - May 2025). Grant.
- Queiroz de Farias, Mylene Christine. Deep Learning-Based Auxiliary Diagnostic Systems for Early Detection of Cardiovascular Disease and Osteoporosis, TXST Center for Analytics and Data Science (CADS), Texas State University, $1000. (Submitted: December 22, 2023, Funded: February 2024 - December 2024). Grant.

Featured scholarly/creative works
- Chakraborty, S., & Queiroz de Farias, M. C. (n.d.). MT-DPCQA: A Multimodal Time-aware Learning Approach for No-Reference Dynamic Point Cloud Quality Assessment. In 33rd ACM International Conference on Multimedia (ACM-MM). ACM. Retrieved from https://acmmm2025.org/
- Dias, B. S. S., Querrer, R., Figueiredo, P. T., Leite, A. F., Melo, N. S. de, Costa, L. R., … Queiroz de Farias, M. C. (n.d.). Osteoporosis Screening: Leveraging EfficientNet with Complete and Cropped Facial Panoramic Radiography Imaging. Biomedical Signal Processing and Control, Volume 100, Part B. https://doi.org/10.1016/j.bspc.2024.107031
- Huang, M., Zhang, Y., Chandler, D., Leszczuk, M., & Queiroz de Farias, M. C. (n.d.). Enhancing Full-Reference Image Quality Assessment via Dual-Attention Fusion of Global-Local Features and CLIP-Based Text Prior. Journal on Image and Video Processing.
- Mahmoudpour, S., de Almeida Prado, M., Zhao, S., Pagliari, C. L., Prazeres, J., Queiroz de Farias, M. C., … Schelkens, P. (n.d.). Benchmarking Subjective Quality Assessment Methodologies for Light Field Compression. IEEE TRANSACTIONS ON BROADCASTING.
- de Almeida Prado, M., & Queiroz de Farias, M. C. (2025). ViGBLiF: A Graph-Based Approach to No-Reference Light Field Image Quality Assessment. In 17th International Conference on Quality of Multimedia Experience (QoMEX’25). Retrieved from https://qomex2025.itec.aau.at/
Featured awards
- Award / Honor Recipient: Health Scholar Showcase Award. October 2024 - August 2025

Featured service activities
- Other
IEEE Signal Processing Letters
- Other
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
- Member
Steering Committee of IEEE Intern. Conference on Multimedia and Expo - ICME
- Member
CoSE 60th Anniversary Planning Committee
- Vice President
Board of directors of the Society for Imaging Science and Technology (IS&T)
- Member
Master’s Program Committee
