Search Results for author: Aliaksei Mikhailiuk

Found 3 papers, 1 papers with code

Training a Task-Specific Image Reconstruction Loss

no code implementations26 Mar 2021 Aamir Mustafa, Aliaksei Mikhailiuk, Dan Andrei Iliescu, Varun Babbar, Rafal K. Mantiuk

The choice of a loss function is an important factor when training neural networks for image restoration problems, such as single image super resolution.

Denoising Image Reconstruction +2

Consolidated Dataset and Metrics for High-Dynamic-Range Image Quality

no code implementations19 Dec 2020 Aliaksei Mikhailiuk, Maria Perez-Ortiz, Dingcheng Yue, Wilson Suen, Rafal K. Mantiuk

As the existing HDR quality datasets are limited in size, we created a Unified Photometric Image Quality dataset (UPIQ) with over 4, 000 images by realigning and merging existing HDR and standard-dynamic-range (SDR) datasets.

Image Compression Vocal Bursts Intensity Prediction

Active Sampling for Pairwise Comparisons via Approximate Message Passing and Information Gain Maximization

1 code implementation12 Apr 2020 Aliaksei Mikhailiuk, Clifford Wilmot, Maria Perez-Ortiz, Dingcheng Yue, Rafal Mantiuk

In this paper we propose ASAP, an active sampling algorithm based on approximate message passing and expected information gain maximization.

Video Quality Assessment

Cannot find the paper you are looking for? You can Submit a new open access paper.