Artificial neural networks and deep learning in the visual arts: A review

I Santos, L Castro, N Rodriguez-Fernandez… - Neural Computing and …, 2021‏ - Springer
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 multimodality learning for UAV video aesthetic quality assessment

Q Kuang, X **, Q Zhao, B Zhou - IEEE Transactions on …, 2019‏ - ieeexplore.ieee.org
Despite the growing number of unmanned aerial vehicles (UAVs) and aerial videos, there is
a paucity of studies focusing on the aesthetics of aerial videos that can provide valuable …

Aesthetics-Driven Virtual Time-Lapse Photography Generation

L Lu, H Wei, X **, Y Zhang, B Dong, L Jiang… - Proceedings of the 31st …, 2023‏ - dl.acm.org
Time-lapse videos can visualize the temporal change of dynamic scenes and present
wonderful sights with drastic variance in color appearance and rapid movement that …

Predicting the aesthetics of dynamic generative artwork based on statistical image features: A time-dependent model

P Meng, X Meng, R Hu, L Zhang - Plos one, 2023‏ - journals.plos.org
Several automated aesthetic assessment models were developed to assist artists in
producing artwork with high aesthetic appeal. However, most of them focused on static …

Aesthetic guided deep regression network for image crop**

P Lu, H Zhang, XJ Peng, X Peng - Signal Processing: Image …, 2019‏ - Elsevier
Crop** an image to improve its aesthetic quality is a challenging problem because
aesthetic, which defines the harmony and beauty in the image, is “really in the eye of the …

MVVA-Net: a Video Aesthetic Quality Assessment Network with Cognitive Fusion of Multi-type Feature–Based Strong Generalization

M Li, Z Wang, J Ren, M Sun - Cognitive Computation, 2022‏ - Springer
With the increasing popularity of short videos on various social media platforms, there is a
great challenge for evaluating the aesthetic quality of these videos. In this paper, we first …

IPTV video quality assessment model based on neural network

Y Yuan, C Wang - Journal of Visual Communication and Image …, 2019‏ - Elsevier
In recent years, with the continuous development of network science and technology and the
continuous promotion of “three networks convergence”, IPTV (Interactive Network …

Personal photo management and preservation

A Ceroni - … Preservation: Remembering or Forgetting Images and …, 2018‏ - Springer
Thanks to the spread of digital photography and available devices, taking photographs has
become effortless and tolerated nearly everywhere. This makes people easily ending up …

From computational aesthetic prediction for images to films and online videos

F Lemarchand - AVANT. Pismo Awangardy Filozoficzno-Naukowej, 2017‏ - ceeol.com
In the last decade, creating and sharing videos online has become a mainstream movement
and has led to some creators generating one personal video per day, also called daily …

Semi-automatic video assessment system

P Martins, N Correia - Proceedings of the 15th International Workshop on …, 2017‏ - dl.acm.org
This paper describes a system for semi-automatic quality assessment of user generated
content (UGC) from large events. It uses image and video processing techniques1 combined …