Publications

2021

Mustafa A.+, Mikhailiuk A.+, Iliescu A., Babar V. and Mantiuk R., 2021. Training a better loss function for image restoration. (+) Equal contribution. bibtex github webpage

Mikhailiuk A., 2021. Active sampling, scaling and dataset merging for large-scale image quality assessment. PhD Thesis.

Mikhailiuk A., Perez-Ortiz M., Yue D., Suen W. and Mantiuk R., 2021. Consolidated Dataset and Metricsfor High-Dynamic-Range Image Quality. IEEE Transactions on Multimedia (TMM). bibtex github webpage

Mikhailiuk A., Wilmot C., Perez-Ortiz M., Yue D. and Mantiuk R., 2021. Active Sampling for Pairwise Comparisons via Approximate Message Passing and Information Gain Maximization. International Conference on Patter Recognition (ICPR), Milan, Italy. IEEE bibtex github

Mikhailiuk A., Ye N. and Mantiuk R., 2021. The effect of display brightness and viewing distance: a dataset for visually lossless image compression. Human Vision and Electronic Imaging (HVEI), online. bibtex dataset

2020

Denes G., Jindal A., Mikhailiuk A., and Mantiuk R., 2020. A Perceptual Model of Motion Quality for Rendering with Adaptive Refresh-Rate and Resolution. In: SIGGRAPH bibtex github webpage

Iliescu A., Mikhailiuk A., Wischik D., and Mantiuk R., 2020. Disentangling Domain and Content. Preprint.

2019

Perez-Ortiz M.+, Mikhailiuk A.+, Zerman E., Hulusic V., Valenzise G. and Mantiuk R., 2019. From pairwise comparisons and rating to a unified quality scale. In: Transactions on Image Processing (TIP) IEEE (+) Equal contribution. bibtex github webpage

2018

Mikhailiuk A., Perez-Ortiz M. and Mantiuk R., 2018. Psychometric scaling of TID2013 dataset. In: International Conference on Quality of Multimedia Experience (QoMEX) 2018. IEEE bibtex github dataset

Mikhailiuk A. and Faul A., 2018. Deep Learning Applied to Seismic Data Interpolation. In: European Association of Geoscientists and Engineers (EAGE) 2018. IEEE bibtex github

2016

Mikhailiuk A. and Dahnoun N., 2016. Real-time pothole detection on TMS320C6678 DSP. International Conference on Imaging Systems and Techniques (IST), 2016. pp 123-128. IEEE bibtex github