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Classification of photographic images based on perceived aesthetic quality
- https://web.stanford.edu/class/ee368/Project_Autumn_1516/Reports/Hwang_Shi.pdf#:~:text=Aesthetics%20in%20photography%20are%20highly%20subjective.%20The%20average,criteria%20such%20as%20composition%2C%20con-%20trast%2C%20and%20sharpness.
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Measuring the perceived aesthetic quality of …
- https://www.researchgate.net/publication/224591809_Measuring_the_perceived_aesthetic_quality_of_photographic_images
- More specifically, depth of field, as a common photographic feature, was investigated to see how it influenced aesthetic appeal and image quality. 32 participants were asked to score for the ...
Measuring the perceived aesthetic quality of …
- https://ieeexplore.ieee.org/abstract/document/5246977/
- Measuring the perceived aesthetic quality of photographic images Abstract: There have been few studies that empirically assess the perception of aesthetics in photography. This study addressed a few image attributes that were hypothesized to be important to the perception of aesthetics. Thirty consumer photographers evaluated 450 images in a ...
Measuring the perceived aesthetic quality of …
- https://www.semanticscholar.org/paper/Measuring-the-perceived-aesthetic-quality-of-images-Cerosaletti-Loui/272417ab46ec2fb70b0364d35a80d76189bfda97
- Images in this study formed a continuum of quality ranging from low aesthetic and low technical quality to high aesthetic and high technical quality, and principal component and cluster analyses provided further insight into other features that impact aesthetic preference. There have been few studies that empirically assess the perception of aesthetics in photography.
Measuring the Perceived Aesthetic Quality of Photographic …
- https://scite.ai/reports/measuring-the-perceived-aesthetic-quality-0w1pgy
- Supporting: 1, Contrasting: 1, Mentioning: 20 - There have been few studies that empirically assess the perception of aesthetics in photography. This study addressed a few image attributes that were hypothesized to be important to the perception of aesthetics. Thirty consumer photographers evaluated 450 images in a repeated measures factorial experiment and …
Measuring the perceived aesthetic quality of …
- https://www.semanticscholar.org/paper/Measuring-the-perceived-aesthetic-quality-of-images-Cerosaletti-Loui/272417ab46ec2fb70b0364d35a80d76189bfda97/figure/8
- DOI: 10.1109/QOMEX.2009.5246977 Corpus ID: 45075046. Measuring the perceived aesthetic quality of photographic images @article{Cerosaletti2009MeasuringTP, title={Measuring the perceived aesthetic quality of photographic images}, author={C. Cerosaletti and A. Loui}, journal={2009 International Workshop on Quality of Multimedia Experience}, year={2009}, …
Measuring the perceived aesthetic quality of …
- https://www.infona.pl/resource/bwmeta1.element.ieee-art-000005246977
- There have been few studies that empirically assess the perception of aesthetics in photography. This study addressed a few image attributes that were hypothesized to be important to the perception of aesthetics. Thirty consumer photographers evaluated 450 images in a repeated measures factorial experiment and provided artistic quality ratings on a 0 to 100-point scale. …
Assessing image aesthetic quality at scale | by Duc Anh …
- https://towardsdatascience.com/assessing-image-aesthetic-quality-at-scale-d7c834fd22de
- To assess the quality of the model, we opted for using a simple metric (Mean Absolute Error) that is more intuitive to stakeholders. The result was quite promising, the best epoch obtained an MAE of 0.519. So on average, the model is roughly 0.5 score off the true label. Model architecture (Image by Author)
Classification of photographic images based on …
- https://web.stanford.edu/class/ee368/Project_Autumn_1516/Reports/Hwang_Shi.pdf
- For images that convey negative semantics, however, noise may be desirable to accentuate their visual im-pact. We measure noise by calculating the image’s en-tropy. Saliency: The saliency of the subject within a photo-graph has a significant impact on the perceived aes-thetic quality of the photograph. We post-process
Studying Aesthetics in Photographic Images Using
- http://infolab.stanford.edu/~wangz/project/imsearch/Aesthetics/ECCV06/datta.pdf
- Hence, there is no unanimously agreed standard for measuring aesthetic value. In spite of the lack of firm rules, certain features in photographic images are believed, by many, to please humans more than certain others. In this paper, we treat the challenge of automatically inferring aesthetic quality of pictures using their visual content as ...
Assessing the aesthetic quality of photographs using …
- https://ieeexplore.ieee.org/abstract/document/6126444
- In this paper, we automatically assess the aesthetic properties of images. In the past, this problem has been addressed by hand-crafting features which would correlate with best photographic practices (e.g. “Does this image respect the rule of thirds?”) or with photographic techniques (e.g. “Is this image a macro?”). We depart from this line of research and propose to …
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