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Description
Published at ACM Multimedia 2024 in Melbourne, Australia, this dataset is designed for haze-aware single image dehazing. It was created by researchers from Sungkyunkwan University, ANU, CSIRO, and NIT Rourkela. A satellite version of the dataset was uploaded in July 2025.
Use Cases
Training and evaluating single image dehazing models based on the dataset's haze-aware design.
Developing algorithms for satellite image enhancement based on the uploaded satellite version.
Benchmarking the performance of different dehazing techniques on a dedicated academic dataset.
Strengths
Dataset is associated with a peer-reviewed publication at ACM Multimedia 2024.
Includes a satellite imagery version, as noted in the July 2025 update.
Limitations
Description metadata is limited; actual data quality requires manual inspection after download.
Column-level documentation is absent; field semantics must be inferred after download.
Provenance
Source
Sungkyunkwan University, ANU, CSIRO, NIT Rourkela
Freshness
Last updated 2025-07-23 08:44:52; freshness should be verified.
License is unknown; users must verify terms of use before downloading.