[HTML][HTML] Salient object detection: A survey

A Borji, MM Cheng, Q Hou, H Jiang, J Li - Computational visual media, 2019 - Springer
Detecting and segmenting salient objects from natural scenes, often referred to as salient
object detection, has attracted great interest in computer vision. While many models have …

Image aesthetic assessment: An experimental survey

Y Deng, CC Loy, X Tang - IEEE Signal Processing Magazine, 2017 - ieeexplore.ieee.org
This article reviews recent computer vision techniques used in the assessment of image
aesthetic quality. Image aesthetic assessment aims at computationally distinguishing high …

Measuring human perceptions of a large-scale urban region using machine learning

F Zhang, B Zhou, L Liu, Y Liu, HH Fung, H Lin… - Landscape and Urban …, 2018 - Elsevier
Measuring the human sense of place and quantifying the connections among the visual
features of the built environment that impact the human sense of place have long been of …

Vila: Learning image aesthetics from user comments with vision-language pretraining

J Ke, K Ye, J Yu, Y Wu, P Milanfar… - Proceedings of the …, 2023 - openaccess.thecvf.com
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 …

A deep network solution for attention and aesthetics aware photo cropping

W Wang, J Shen, H Ling - IEEE transactions on pattern …, 2018 - ieeexplore.ieee.org
We study the problem of photo cropping, which aims to find a cropping window of an input
image to preserve as much as possible its important parts while being aesthetically …

Photo aesthetics ranking network with attributes and content adaptation

S Kong, X Shen, Z Lin, R Mech, C Fowlkes - Computer Vision–ECCV 2016 …, 2016 - Springer
Real-world applications could benefit from the ability to automatically generate a fine-
grained ranking of photo aesthetics. However, previous methods for image aesthetics …

Automatic assessment of public open spaces using street view imagery

S Chen, F Biljecki - Cities, 2023 - Elsevier
Public open space (POS) is essential to urban areas. Assessing them usually requires
tedious approaches such as fieldwork and manual processes. Street View Imagery (SVI) …

AVA: A large-scale database for aesthetic visual analysis

N Murray, L Marchesotti… - 2012 IEEE conference on …, 2012 - ieeexplore.ieee.org
With the ever-expanding volume of visual content available, the ability to organize and
navigate such content by aesthetic preference is becoming increasingly important. While still …

Rapid: Rating pictorial aesthetics using deep learning

X Lu, Z Lin, H Jin, J Yang, JZ Wang - Proceedings of the 22nd ACM …, 2014 - dl.acm.org
Effective visual features are essential for computational aesthetic quality rating systems.
Existing methods used machine learning and statistical modeling techniques on handcrafted …

Recognizing image style

S Karayev, M Trentacoste, H Han, A Agarwala… - arXiv preprint arXiv …, 2013 - arxiv.org
The style of an image plays a significant role in how it is viewed, but style has received little
attention in computer vision research. We describe an approach to predicting style of …