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How to cheat with metrics in single-image HDR reconstruction



Gabriel Eilertsen , Saghi Hajisharif , Param Hanji , Apostolia Tsirikoglou , Rafal K. Mantiuk , Jonas Unger

* ICCV 2021 workshop on Learning for Computational Imaging (LCI) 

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Training a Better Loss Function for Image Restoration



Aamir Mustafa , Aliaksei Mikhailiuk , Dan Andrei Iliescu , Varun Babbar , Rafal K. Mantiuk


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



Aliaksei Mikhailiuk , Maria Perez-Ortiz , Dingcheng Yue , Wilson Suen , Rafal K. Mantiuk


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Noise-Aware Merging of High Dynamic Range Image Stacks without Camera Calibration



Param Hanji , Fangcheng Zhong , Rafal K. Mantiuk


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Transformation Consistency Regularization- A Semi-Supervised Paradigm for Image-to-Image Translation



Aamir Mustafa , Rafal K. Mantiuk

* Accepted at ECCV 2020 

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Hybrid-MST: A Hybrid Active Sampling Strategy for Pairwise Preference Aggregation



Jing Li , Rafal K. Mantiuk , Junle Wang , Suiyi Ling , Patrick Le Callet

* NIPS 2018 

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A practical guide and software for analysing pairwise comparison experiments



Maria Perez-Ortiz , Rafal K. Mantiuk

* Code available at https://github.com/mantiuk/pwcmp 

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High Dynamic Range Imaging Technology



Alessandro Artusi , Thomas Richter , Touradj Ebrahimi , Rafal K. Mantiuk

* IEEE Signal Processing Magazine ( Volume: 34, Issue: 5, Sept. 2017 ) 
* Lecture Notes 

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Langevin Dynamics with Continuous Tempering for Training Deep Neural Networks



Nanyang Ye , Zhanxing Zhu , Rafal K. Mantiuk


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