Faculty Profile for Dr. Mylene Queiroz de Farias
Dr. Mylene Queiroz de Farias
Associate Professor — Computer Science
CMAL 311B
phone: (512) 245-3409
Biography Section
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 54 scientific journals and 110 peer- reviewed conference papers. She is currently an Associate Editor for IEEE Signal Processing Letters and SPIE Journal of Electronic Imaging, 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:
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
Multimedia, AR/VR, Image Processing, Computer VisionResearch Interests
video quality assessment, quality of experience, visual attention, immersive media, 3D, VR, AR, and machine learning.Selected Scholarly/Creative Work
- 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. Retrieved from https://authors.elsevier.com/tracking/article/details.do?aid=107031&jid=BSPC&surname=Soares%20Dias
- Carvalho, A. H. S., Freitas, P. G., Gonçalves, M., Homonnai, J., & Queiroz de Farias, M. C. (2024). Perception-Driven Point Cloud Quality Assessment through Projections and Deep Structure Similarity. NYC, US: IEEE.
- Lima, J. A., Miosso, C. J., & Farias, M. C. Q. (2024). SynFlowMap: A synchronized optical flow remapping for video motion magnification. Signal Processing: Image Communication, 117203. https://doi.org/10.1016/j.image.2024.117203
- Yang, Q., Zhang, Y., Chandler, D., & Farias, M. C. Q. (2024). SSRT: Intra- and cross-view attention for stereo image super-resolution. Multimedia Tools and Applications. https://doi.org/10.1007/s11042-024-20000-9
- Bauchspiess, R., & Farias, M. C. Q. (2024). A Degradation-Robust Deep Learning Framework for MRI Brain Tumor Diagnosis. In 2024 IEEE International Symposium on Biomedical Imaging (ISBI) (pp. 1--4). https://doi.org/10.1109/ISBI56570.2024.10635514
Selected Grants
- 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, 2025). Grant.
Selected Service Activities
Associate Editor
Signal Processing Magazine eNewsletter
February 26, 2024-Present
Assoi
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
January 2024-Present
Member
Evaluation committee for the EURASIP Best Paper Award of Signal Processing Image Communication
2023-Present
Associate Editor
Displays Elsevier
November 2022-Present
Area Chair
IEEE Intern. Conference on Multimedia and Expo - ICME
January 2021-Present