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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 …
Computational and experimental approaches to visual aesthetics
A Brachmann, C Redies - Frontiers in computational neuroscience, 2017 - frontiersin.org
Aesthetics has been the subject of long-standing debates by philosophers and
psychologists alike. In psychology, it is generally agreed that aesthetic experience results …
psychologists alike. In psychology, it is generally agreed that aesthetic experience results …
A deep learning perspective on beauty, sentiment, and remembrance of art
With the emergence of large digitized fine art collections and the successful performance of
deep learning techniques, new research prospects unfold in the intersection of artificial …
deep learning techniques, new research prospects unfold in the intersection of artificial …
Blind image quality prediction by exploiting multi-level deep representations
Blind image quality assessment (BIQA) aims at precisely estimating human perceived image
quality with no access to a reference. Recently, several attempts have been made to …
quality with no access to a reference. Recently, several attempts have been made to …
A multi-scene deep learning model for image aesthetic evaluation
W Wang, M Zhao, L Wang, J Huang, C Cai… - Signal Processing: Image …, 2016 - Elsevier
Aesthetic evaluation of images has attracted a lot of research interests recently. Previous
work focused on extracting handcrafted image features or generic image descriptors to build …
work focused on extracting handcrafted image features or generic image descriptors to build …
Quality assessment in the era of large models: A survey
Quality assessment, which evaluates the visual quality level of multimedia experiences, has
garnered significant attention from researchers and has evolved substantially through …
garnered significant attention from researchers and has evolved substantially through …
Distribution-oriented aesthetics assessment with semantic-aware hybrid network
Image aesthetics assessment has emerged as a hot topic in recent years due to its potential
in numerous high-level vision applications. In this paper, distinguished from existing studies …
in numerous high-level vision applications. In this paper, distinguished from existing studies …
[HTML][HTML] An enhanced deep convolutional neural network for classifying Indian classical dance forms
Indian classical dance (ICD) classification is an interesting subject because of its complex
body posture. It provides a stage to experiment with various computer vision and deep …
body posture. It provides a stage to experiment with various computer vision and deep …
Indian classical dance action identification and classification with convolutional neural networks
Extracting and recognizing complex human movements from unconstrained online/offline
video sequence is a challenging task in computer vision. This paper proposes the …
video sequence is a challenging task in computer vision. This paper proposes the …
Brain-inspired deep networks for image aesthetics assessment
Image aesthetics assessment has been challenging due to its subjective nature. Inspired by
the scientific advances in the human visual perception and neuroaesthetics, we design …
the scientific advances in the human visual perception and neuroaesthetics, we design …