Image aesthetic assessment: An experimental survey
This article reviews recent computer vision techniques used in the assessment of image
aesthetic quality. Image aesthetic assessment aims at computationally distinguishing high …
aesthetic quality. Image aesthetic assessment aims at computationally distinguishing high …
[HTML][HTML] 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 Learning in the Visual Arts. We begin by introducing changes in Artificial Intelligence …
Exploring clip for assessing the look and feel of images
Measuring the perception of visual content is a long-standing problem in computer vision.
Many mathematical models have been developed to evaluate the look or quality of an …
Many mathematical models have been developed to evaluate the look or quality of an …
Musiq: Multi-scale image quality transformer
Image quality assessment (IQA) is an important research topic for understanding and
improving visual experience. The current state-of-the-art IQA methods are based on …
improving visual experience. The current state-of-the-art IQA methods are based on …
Reprompt: Automatic prompt editing to refine ai-generative art towards precise expressions
Generative AI models have shown impressive ability to produce images with text prompts,
which could benefit creativity in visual art creation and self-expression. However, it is …
which could benefit creativity in visual art creation and self-expression. However, it is …
Q-instruct: Improving low-level visual abilities for multi-modality foundation models
Multi-modality large language models (MLLMs) as represented by GPT-4V have introduced
a paradigm shift for visual perception and understanding tasks that a variety of abilities can …
a paradigm shift for visual perception and understanding tasks that a variety of abilities can …
Exploring video quality assessment on user generated contents from aesthetic and technical perspectives
The rapid increase in user-generated-content (UGC) videos calls for the development of
effective video quality assessment (VQA) algorithms. However, the objective of the UGC …
effective video quality assessment (VQA) algorithms. However, the objective of the UGC …
Prompting AI art: An investigation into the creative skill of prompt engineering
J Oppenlaender, R Linder… - International Journal of …, 2024 - Taylor & Francis
We are witnessing a novel era of creativity where anyone can create digital content via
prompt-based learning (known as prompt engineering). This article investigates prompt …
prompt-based learning (known as prompt engineering). This article investigates prompt …
Vila: Learning image aesthetics from user comments with vision-language pretraining
Assessing the aesthetics of an image is challenging, as it is influenced by multiple factors
including composition, color, style, and high-level semantics. Existing image aesthetic …
including composition, color, style, and high-level semantics. Existing image aesthetic …
Perceptual quality assessment of smartphone photography
As smartphones become people's primary cameras to take photos, the quality of their
cameras and the associated computational photography modules has become a de facto …
cameras and the associated computational photography modules has become a de facto …