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 …

Image retrieval: Ideas, influences, and trends of the new age

R Datta, D Joshi, J Li, JZ Wang - ACM Computing Surveys (Csur), 2008 - dl.acm.org
We have witnessed great interest and a wealth of promise in content-based image retrieval
as an emerging technology. While the last decade laid foundation to such promise, it also …

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 …

Creating summaries from user videos

M Gygli, H Grabner, H Riemenschneider… - Computer Vision–ECCV …, 2014 - Springer
This paper proposes a novel approach and a new benchmark for video summarization.
Thereby we focus on user videos, which are raw videos containing a set of interesting …

An intelligent video analysis method for abnormal event detection in intelligent transportation systems

S Wan, X Xu, T Wang, Z Gu - IEEE Transactions on Intelligent …, 2020 - ieeexplore.ieee.org
Intelligent transportation systems pervasively deploy thousands of video cameras. Analyzing
live video streams from these cameras is of significant importance to public safety. As …

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 …

Analyzing personality through social media profile picture choice

L Liu, D Preotiuc-Pietro, ZR Samani… - Proceedings of the …, 2016 - ojs.aaai.org
The content of images users post to their social media is driven in part by personality. In this
study, we analyze how Twitter profile images vary with the personality of the users posting …

Composition-preserving deep photo aesthetics assessment

L Mai, H Jin, F Liu - Proceedings of the IEEE conference on …, 2016 - openaccess.thecvf.com
Photo aesthetics assessment is challenging. Deep convolutional neural network (ConvNet)
methods have recently shown promising results for aesthetics assessment. The performance …