… image. In this work, we analyze the ability of deep learning based methods to learn such
photographic style … CNN learns the texture and appearance based features reasonably well, its …

… to select “high quality” photographs. [28, 27, 23] assess photographs based on image …
To meet each user’s preference in color style of photographs, we add three color preference …

… users select photos when provided with a complete photo … , focusing in particular on deep
learning based approaches. … make an image attractive (eg photo composition and color style), …

… We show that a generalized pyramid with style-based attributes improves … style attributes
for creating such equivalence classes. Fourth, we investigate whether photographic style …

… In fact, our method, based on [11], automatically selects multi photographs from one …
photographic style rather than an image specific style, we select, for each of the m levels, one style …

… We use the learned classifiers to extend traditional tag-based image search to consider …
photographic style labels on the 14,000 images of the AVA dataset that have such labels. For the …

… Image style transfer has attracted much attention in recent … This paper investigates the
CNN-based artistic style transfer … and reference style image with great details to prior artistic style …

… model assigns reasonable numerical scores based on portraits’ aesthetic quality in lighting.
… with some photographs in our dataset, for example, the demo photo for the Paramount style. …

… Many photographic styles rely on subtle adjustments that depend on the image content and
… On the other hand, our DNN-based method is a powerful nonlinear regression technique …

… photograph selections are based on a specific color style. For example, the color green
contributes more than other colors in plant photographs, … in color style of photographs, we add …