Studying aesthetics in photographic images using a computational approach
a computational approach and photographic image technology, applied in computing, instruments, character and pattern recognition, etc., can solve the problems of difficult to take or process a particular shot, difficult to understand human vision, and difficulty in acquiring data, so as to improve aesthetics, improve the effect of aesthetics and greater priority
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[0035]In spite of the ambiguous definition of aesthetics, this invention shows that there does exist certain visual properties which male photographs, in general, more aesthetically beautiful. We tackle the problem computationally and experimentally through a statistical learning approach. This allows us to reduce the influence of exceptions and to identify certain features which are statistically significant in good quality photographs. Our results and findings could be of interest to the scientific community, as well as to the photographic art community and manufacturers for image capturing devices.
[0036]We downloaded those pictures and their associated meta-data which were rated by at least two members of the community. In order not to over-distract the normal services provided by the site, we downloaded the data slowly and over a long-period of time for our research. For each image downloaded, we parsed the pages and gathered the following information: (1) average aesthetics sco...
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