Comparison of single image HDR reconstruction methods — the caveats of quality assessment

Author:

Hanji Param1,Mantiuk Rafal1,Eilertsen Gabriel2,Hajisharif Saghi2,Unger Jonas2

Affiliation:

1. Dept. of Computer Science and Technology, University of Cambridge, United Kingdom

2. Linköping University, Sweden

Funder

European Research Council

Publisher

ACM

Reference39 articles.

1. Francesco Banterle , Alessandro Artusi , Alejandro Moreo , and Fabio Carrara . 2020 . NoR-VDPNet: A No-Reference High Dynamic Range Quality Metric Trained on HDR-VDP 2 . In IEEE International Conference on Image Processing (ICIP). IEEE, 126–130 . https://doi.org/10.1109/ICIP40778.2020.9191202 Francesco Banterle, Alessandro Artusi, Alejandro Moreo, and Fabio Carrara. 2020. NoR-VDPNet: A No-Reference High Dynamic Range Quality Metric Trained on HDR-VDP 2. In IEEE International Conference on Image Processing (ICIP). IEEE, 126–130. https://doi.org/10.1109/ICIP40778.2020.9191202

2. Enhancement of Bright Video Features for HDR Displays;Didyk P;Computer Graphics Forum,2008

3. Gabriel Eilertsen , Saghi Hajisharif , Param Hanji , Apostolia Tsirikoglou , Rafal  K Mantiuk , and Jonas Unger . 2021 . How to cheat with metrics in single-image HDR reconstruction . In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops. 3998–4007 . Gabriel Eilertsen, Saghi Hajisharif, Param Hanji, Apostolia Tsirikoglou, Rafal K Mantiuk, and Jonas Unger. 2021. How to cheat with metrics in single-image HDR reconstruction. In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops. 3998–4007.

4. Gabriel Eilertsen , Joel Kronander , Gyorgy Denes , Rafał  K Mantiuk , and Jonas Unger . 2017. HDR image reconstruction from a single exposure using deep CNNs. ACM transactions on graphics (TOG) 36, 6 ( 2017 ), 1–15. Gabriel Eilertsen, Joel Kronander, Gyorgy Denes, Rafał K Mantiuk, and Jonas Unger. 2017. HDR image reconstruction from a single exposure using deep CNNs. ACM transactions on graphics (TOG) 36, 6 (2017), 1–15.

5. Deep reverse tone mapping

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