Low-light images and video footage often exhibit issues due to the interplay of various parameters such as aperture, shutter speed, and ISO settings. These interactions can lead to distortions, especially in extreme lighting conditions. This distortion is primarily caused by the inverse relationship between decreasing light intensity and increasing photon noise, which gets amplified with higher sensor gain. Additionally, secondary characteristics like white balance and color effects can also be adversely affected and may require post-processing correction.

Dataset Files

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Documentation: 
[1] Nantheera Anantrasirichai, Alexandra Malyugina, Rachel Lin, David Bull, "BVI-Lowlight: Fully registered datasets for low-light image and video enhancement", IEEE Dataport, 2023. [Online]. Available: http://dx.doi.org/10.21227/mzny-8c77. Accessed: Jan. 23, 2025.
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doi = {10.21227/mzny-8c77},
url = {http://dx.doi.org/10.21227/mzny-8c77},
author = {Nantheera Anantrasirichai; Alexandra Malyugina; Rachel Lin; David Bull },
publisher = {IEEE Dataport},
title = {BVI-Lowlight: Fully registered datasets for low-light image and video enhancement},
year = {2023} }
TY - DATA
T1 - BVI-Lowlight: Fully registered datasets for low-light image and video enhancement
AU - Nantheera Anantrasirichai; Alexandra Malyugina; Rachel Lin; David Bull
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PB - IEEE Dataport
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Nantheera Anantrasirichai, Alexandra Malyugina, Rachel Lin, David Bull. (2023). BVI-Lowlight: Fully registered datasets for low-light image and video enhancement. IEEE Dataport. http://dx.doi.org/10.21227/mzny-8c77
Nantheera Anantrasirichai, Alexandra Malyugina, Rachel Lin, David Bull, 2023. BVI-Lowlight: Fully registered datasets for low-light image and video enhancement. Available at: http://dx.doi.org/10.21227/mzny-8c77.
Nantheera Anantrasirichai, Alexandra Malyugina, Rachel Lin, David Bull. (2023). "BVI-Lowlight: Fully registered datasets for low-light image and video enhancement." Web.
1. Nantheera Anantrasirichai, Alexandra Malyugina, Rachel Lin, David Bull. BVI-Lowlight: Fully registered datasets for low-light image and video enhancement [Internet]. IEEE Dataport; 2023. Available from : http://dx.doi.org/10.21227/mzny-8c77
Nantheera Anantrasirichai, Alexandra Malyugina, Rachel Lin, David Bull. "BVI-Lowlight: Fully registered datasets for low-light image and video enhancement." doi: 10.21227/mzny-8c77