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Artificial neural networks and deep learning in the visual arts: A review
In this article, we perform an exhaustive analysis of the use of Artificial Neural Networks and
Deep Learning in the Visual Arts. We begin by introducing changes in Artificial Intelligence …
Deep Learning in the Visual Arts. We begin by introducing changes in Artificial Intelligence …
Visual interestingness prediction: A benchmark framework and literature review
In this paper, we report on the creation of a publicly available, common evaluation
framework for image and video visual interestingness prediction. We propose a robust data …
framework for image and video visual interestingness prediction. We propose a robust data …
Visual complexity modelling based on image features fusion of multiple kernels
Humans' perception of visual complexity is often regarded as one of the key principles of
aesthetic order, and is intimately related to the physiological, neurological and, possibly …
aesthetic order, and is intimately related to the physiological, neurological and, possibly …
[HTML][HTML] Validation of an aesthetic assessment system for commercial tasks
Automatic prediction of the aesthetic value of images has received increasing attention in
recent years. This is due, on the one hand, to the potential impact that predicting the …
recent years. This is due, on the one hand, to the potential impact that predicting the …
Lmsvcr: novel effective method of semi-supervised multi-classification
Z Dong, Y Qin, B Zou, J Xu, YY Tang - Neural Computing and Applications, 2022 - Springer
The previously known works studying the learning performance of multi-classification
algorithm are usually based on supervised samples, but large amount of data generated in …
algorithm are usually based on supervised samples, but large amount of data generated in …
Requirements towards optimizing analytics in industrial processes
Modern production systems are composed of complex manufacturing processes with highly
technology specific cause-effect relationships. Developments in sensor technology and …
technology specific cause-effect relationships. Developments in sensor technology and …
Comparison of outlier-tolerant models for measuring visual complexity
Providing the visual complexity of an image in terms of impact or aesthetic preference can
be of great applicability in areas such as psychology or marketing. To this end, certain areas …
be of great applicability in areas such as psychology or marketing. To this end, certain areas …
Minimal neural network topology optimization for aesthetic classification
In this article, a minimum neural network topology in terms of units and connections
(neurons and weights), making visual aesthetically categorized images, will be identified …
(neurons and weights), making visual aesthetically categorized images, will be identified …
Optimal construction of montages from mathematical functions on a spectrum of order–disorder preference
We previously generated diverse mathematical functions that are difficult for optimization
algorithms. Represented as 2D contour plots, each image depicts a 'blue river'running …
algorithms. Represented as 2D contour plots, each image depicts a 'blue river'running …
Detection method of sports scene conversion for MPEG compressed video based on fuzzy logic
Q Fu, L Ma, C Li, Z Li, Z Zhu… - Journal of Intelligent & …, 2021 - content.iospress.com
At present, the majority of sports games video adopts MPEG image technology, and MPEG
video compression is the current more mainstream approach. After compression, the quality …
video compression is the current more mainstream approach. After compression, the quality …