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A Deep Learning Method for Classification of Biophilic Artworks
March 11, 2024, 4:45 a.m. | Purna Kar, Jordan J. Bird, Yangang Xing, Alexander Sumich, Andrew Knight, Ahmad Lotfi, Benedict Carpenter van Barthold
cs.CV updates on arXiv.org arxiv.org
Abstract: Biophilia is an innate love for living things and nature itself that has been associated with a positive impact on mental health and well-being. This study explores the application of deep learning methods for the classification of Biophilic artwork, in order to learn and explain the different Biophilic characteristics present in a visual representation of a painting. Using the concept of Biophilia that postulates the deep connection of human beings with nature, we use an …
abstract application artwork artworks arxiv classification cs.cv deep learning health impact learn love mental health nature positive study type
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