id	author	title	date	pages	extension	mime	words	sentences	flesch	summary	cache	txt
work_3rogmsy4cfbxfkycytl4vov674	Andreas F. Haas	Can we measure beauty? Computational evaluation of coral reef aesthetics	2015	28	.pdf	application/pdf	12463	1786	52	https://dare.uva.nl/personal/pure/en/publications/can-we-measure-beauty-computational-evaluation-of-coral-reef-aesthetics(47c146ea-bd1f-4423-81ed-2c2bb1c517ef).html coral reef environments based on 109 visual features designed to evaluate the By quantifying aesthetic features of coral reef systems this method provides a cost Keywords Image analysis, Coral reef, Aesthetics, Machine learning, Reef degradation An aesthetic value of coral reef images was defined using features previously created for that all three overarching feature groups, texture, color of the whole image, and the size, The mean coral reef aesthetic values generated with this approach for each picture were Regression of coral reef aesthetic values against the NCEAS scores of the respective (Training) shows the generated coral reef aesthetic values from 1,970 images used to improve the feed random photographic images from a given system information on the aesthetic value images from 1975 indicate that the aesthetic appearance of this Caribbean reef was comparable to present The image analysis showed a clear degradation of aesthetic values comprehensive approach of the coral reef aesthetic feature analysis the most important	./cache/work_3rogmsy4cfbxfkycytl4vov674.pdf	./txt/work_3rogmsy4cfbxfkycytl4vov674.txt