We employ deep CNN structure to recognize artistic media from artworks and to classify them into predetermined categories. For this purpose, we define basic artistic media as oilpaint brush, pastel, pencil and watercolor and build artwork image dataset by collecting artwork images from various websites.
Feb 28, 2019 · We employ deep CNN structure to recognize artistic media from artworks and to classify them into predetermined categories.
The performance of the classifier is compatible with that of trained human and shows a meaningful performance, which will lead to an evaluation scheme for ...
Classification of basic artistic media based on a deep convolutional approach ; Journal: The Visual Computer, 2019, № 3, p. 559-578 ; Publisher: Springer Science ...
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Feb 28, 2019 · We employ deep CNN structure to recognize artistic media from artworks and to classify them into predetermined categories. For this purpose, we ...
We employ deep CNN structure to recognize artistic media from artworks and to classify them into predetermined categories. For this purpose, we define basic ...
May 31, 2019 · We present a deep CNN-based approach for classifying artistic media from artwork images. We aim to classify most frequently used artistic ...
This paper uses Visual Geometry Group (VGG16) neural network to replicate this dormant task performed by humans.
We employ deep CNN structure to recognize artistic media from artworks and to classify them into predetermined categories. For this purpose, we define basic ...
Jul 4, 2022 · The results show that the neural network algorithm can significantly improve the classification effect of art painting images with higher accuracy.