research data . Dataset . 2021

Materials In Paintings (MIP): An interdisciplinary dataset for perception, art history, and computer vision

van Zuijlen, Mitchell; Lin, Hubert; Bala, Kavita; Pont, S.C. (Sylvia); Wijntjes, M.W.A. (Maarten);
Open Access
  • Published: 05 Mar 2021
  • Publisher: 4TU.ResearchData
Abstract
<div>Materials In Paintings (MIP): An interdisciplinary dataset for perception, art history, and computer vision.<br></div><div><br></div><div>Download the README.txt first to help you decide what you want/need to download!</div><div><br></div>In this dataset, we capture the painterly depictions of materials to enable the study of depiction and perception of materials through the artists' eye. We annotated a dataset of 19k paintings with 200k+ bounding boxes from which polygon segments were automatically extracted. Each bounding box was assigned a coarse label (e.g., fabric) and a fine-grained label (e.g., velvety, silky).<div><br></div><div>Note that the data c...
Persistent Identifiers
Subjects
free text keywords: Visual Arts and Crafts, Psychology, materials, paintings, artistic depiction of materials, bounding boxes, extreme clicks, human annotation, deep learning data, art history, perception, Time: ~ roughly 0AD to now, FOS: Arts (arts, history of arts, performing arts, music), FOS: Psychology
Communities
Digital Humanities and Cultural Heritage
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