{"url":"/dataset/d-hazy","name":"D-HAZY","full_name":"D-HAZY","description_markdown":"The **D-HAZY** dataset is generated from NYU depth indoor image collection. D-HAZY contains depth map for each indoor hazy image. It contains 1400+ real images and corresponding depth maps used to synthesize hazy scenes based on Koschmieder’s light propagation mode\r\n\r\nSource: [C2MSNet: A Novel approach for single image haze removal](https://arxiv.org/abs/1801.08406)\r\nImage Source: [https://www.semanticscholar.org/paper/D-HAZY%3A-A-dataset-to-evaluate-quantitatively-Ancuti-Ancuti/9451d0b1bfbba5f3e19c083866f1394aabf7d06c](https://www.semanticscholar.org/paper/D-HAZY%3A-A-dataset-to-evaluate-quantitatively-Ancuti-Ancuti/9451d0b1bfbba5f3e19c083866f1394aabf7d06c)","description_withheld":null,"homepage":"https://www.meo.etc.upt.ro/AncutiProjectPages/D_Hazzy_ICIP2016/","introduced_date":"2016-01-01","introduced_date_note":null,"introduced_by":{"paper":null,"title":"D-HAZY: A dataset to evaluate quantitatively dehazing algorithms","first_author":null,"url":"https://doi.org/10.1109/ICIP.2016.7532754"},"license":{"name":"Unknown","url":null},"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"Image Dehazing","url":"/task/image-dehazing","datasets_with_task":"/datasets/task/image-dehazing"},{"name":"Single Image Dehazing","url":"/task/single-image-dehazing","datasets_with_task":"/datasets/task/single-image-dehazing"},{"name":"Single Image Haze Removal","url":"/task/single-image-haze-removal","datasets_with_task":"/datasets/task/single-image-haze-removal"}],"languages":[],"variants":["D-HAZY"],"data_loaders":[],"num_papers_in_archive":17,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}