We establish a new large-scale benchmark that contains 30 ground-truth images and 900 synthetic underwater images of the same scene, called synthetic underwater image dataset (SUID). The proposed SUID creates possibility for a full-reference evaluation of existing technologies for underwater image enhancement and restoration.

Dataset Files

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[1] Guojia Hou, Xin Zhao, Zhenkuan Pan, Huan Yang, Lu Tan, Jingming Li, "SUID: Synthetic Underwater Image Dataset", IEEE Dataport, 2020. [Online]. Available: http://dx.doi.org/10.21227/agdr-y109. Accessed: Feb. 16, 2025.
@data{agdr-y109-20,
doi = {10.21227/agdr-y109},
url = {http://dx.doi.org/10.21227/agdr-y109},
author = {Guojia Hou; Xin Zhao; Zhenkuan Pan; Huan Yang; Lu Tan; Jingming Li },
publisher = {IEEE Dataport},
title = {SUID: Synthetic Underwater Image Dataset},
year = {2020} }
TY - DATA
T1 - SUID: Synthetic Underwater Image Dataset
AU - Guojia Hou; Xin Zhao; Zhenkuan Pan; Huan Yang; Lu Tan; Jingming Li
PY - 2020
PB - IEEE Dataport
UR - 10.21227/agdr-y109
ER -
Guojia Hou, Xin Zhao, Zhenkuan Pan, Huan Yang, Lu Tan, Jingming Li. (2020). SUID: Synthetic Underwater Image Dataset. IEEE Dataport. http://dx.doi.org/10.21227/agdr-y109
Guojia Hou, Xin Zhao, Zhenkuan Pan, Huan Yang, Lu Tan, Jingming Li, 2020. SUID: Synthetic Underwater Image Dataset. Available at: http://dx.doi.org/10.21227/agdr-y109.
Guojia Hou, Xin Zhao, Zhenkuan Pan, Huan Yang, Lu Tan, Jingming Li. (2020). "SUID: Synthetic Underwater Image Dataset." Web.
1. Guojia Hou, Xin Zhao, Zhenkuan Pan, Huan Yang, Lu Tan, Jingming Li. SUID: Synthetic Underwater Image Dataset [Internet]. IEEE Dataport; 2020. Available from : http://dx.doi.org/10.21227/agdr-y109
Guojia Hou, Xin Zhao, Zhenkuan Pan, Huan Yang, Lu Tan, Jingming Li. "SUID: Synthetic Underwater Image Dataset." doi: 10.21227/agdr-y109