Determining the Appeal of an Image Using Machine Learning

被引:0
作者
Potchen, Joe [1 ]
Lee, Daemin [1 ]
Wein, Jason [1 ]
Burns, Leland [1 ]
Hedden, Kyle [1 ]
机构
[1] Kennesaw State Univ, Kennesaw, GA 30144 USA
来源
PROCEEDINGS OF THE 2019 ANNUAL ACM SOUTHEAST CONFERENCE (ACMSE 2019) | 2019年
关键词
Datasets; Image Classification; Convolutional Neural Networks; Machine Learning; Photography;
D O I
10.1145/3299815.3314483
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
By using modern Machine Learning techniques it is possible to predict how appealing an image is to humans.
引用
收藏
页码:264 / 265
页数:2
相关论文
共 50 条
[31]   Blind image steganalysis using features extraction and machine learning [J].
Hermassi, Houcemeddine .
2021 18TH INTERNATIONAL MULTI-CONFERENCE ON SYSTEMS, SIGNALS & DEVICES (SSD), 2021, :673-680
[32]   Determining Quality and Distribution of Ideas in Online Classroom Talk using Learning Analytics and Machine Learning [J].
Lee, Alwyn Vwen Yen .
EDUCATIONAL TECHNOLOGY & SOCIETY, 2021, 24 (01) :236-249
[33]   Determining and evaluating new store locations using remote sensing and machine learning [J].
Hoke, Berkan ;
Turgay, Zeynep ;
Unsalan, Cem ;
Kucukaydin, Hande .
TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, 2021, 29 (03) :1509-+
[34]   Determining Worker Type from Legal Text Data using Machine Learning [J].
Yin, Yifei ;
Zulkernine, Farhana ;
Dahan, Samuel .
2020 IEEE INTL CONF ON DEPENDABLE, AUTONOMIC AND SECURE COMPUTING, INTL CONF ON PERVASIVE INTELLIGENCE AND COMPUTING, INTL CONF ON CLOUD AND BIG DATA COMPUTING, INTL CONF ON CYBER SCIENCE AND TECHNOLOGY CONGRESS (DASC/PICOM/CBDCOM/CYBERSCITECH), 2020, :444-450
[35]   Performance and Accuracy Evaluation of an Image Classifier using Multiple Machine Learning Models and Multiple GPUs [J].
Hazlewood, Victor ;
Scott, Logan .
PRACTICE AND EXPERIENCE IN ADVANCED RESEARCH COMPUTING 2024, PEARC 2024, 2024,
[36]   A machine learning-based feature extraction method for image classification using ResNet architecture [J].
Liao, Jing ;
Guo, Linpei ;
Jiang, Lei ;
Yu, Chang ;
Liang, Wei ;
Li, Kuanching ;
Pop, Florin .
DIGITAL SIGNAL PROCESSING, 2025, 160
[37]   Using Ultrasound Image Augmentation and Ensemble Predictions to Prevent Machine-Learning Model Overfitting [J].
Snider, Eric J. J. ;
Hernandez-Torres, Sofia I. I. ;
Hennessey, Ryan .
DIAGNOSTICS, 2023, 13 (03)
[38]   Determining Locational Hosting Capacity of DERs in Distribution System using Machine Learning [J].
Pandey, Apoorv Ravi ;
Verma, Kusum .
2024 IEEE REGION 10 SYMPOSIUM, TENSYMP, 2024,
[39]   Medical infrared thermal image based fatty liver classification using machine and deep learning [J].
Ozdil, Ahmet ;
Yilmaz, Bulent .
QUANTITATIVE INFRARED THERMOGRAPHY JOURNAL, 2024, 21 (02) :102-119
[40]   Image De-Noising With Machine Learning: A Review [J].
Thakur, Rini Smita ;
Chatterjee, Shubhojeet ;
Yadav, Ram Narayan ;
Gupta, Lalita .
IEEE ACCESS, 2021, 9 :93338-93363