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
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
  • [21] Advances in image processing using machine learning techniques
    Jovanovic Dolecek, Gordana
    Cho, Namik
    IET SIGNAL PROCESSING, 2022, 16 (06) : 615 - 618
  • [22] Machine Learning Classification of Obfuscation using Image Visualization
    Parker, Colby B.
    McDonald, J. Todd
    Damopoulos, Dimitrios
    SECRYPT 2021: PROCEEDINGS OF THE 18TH INTERNATIONAL CONFERENCE ON SECURITY AND CRYPTOGRAPHY, 2021, : 854 - 859
  • [23] Planetscope Nanosatellites Image Classification Using Machine Learning
    Haq, Mohd Anul
    COMPUTER SYSTEMS SCIENCE AND ENGINEERING, 2022, 42 (03): : 1031 - 1046
  • [24] Natural Image Interpolation Using Extreme Learning Machine
    Dubey, Aman
    Lohiya, Akshay
    Narwal, Vishwajeet
    Jha, Abhinash Kumar
    Agarwal, Punjal
    Schaefer, Gerald
    PROCEEDINGS OF THE EIGHTH INTERNATIONAL CONFERENCE ON SOFT COMPUTING AND PATTERN RECOGNITION (SOCPAR 2016), 2018, 614 : 340 - 350
  • [25] Underwater Image Classification using Machine Learning Technique
    Raj, M. Vimal
    Murugan, S. Sakthivel
    PROCEEDINGS OF THE 2019 INTERNATIONAL SYMPOSIUM ON OCEAN TECHNOLOGY (SYMPOL 2019), 2019, : 166 - 173
  • [26] SpiroConfidence: Determining the Validity of Smartphone Based Spirometry Using Machine Learning
    Viswanath, Varun
    Garrison, Jake
    Patel, Shwetak
    2018 40TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2018, : 5499 - 5502
  • [27] Determining of Solar Power by Using Machine Learning Methods in a Specified Region
    Guher, A. Burak
    Tasdemir, Sakir
    Yaniktepe, Bulent
    TEHNICKI VJESNIK-TECHNICAL GAZETTE, 2021, 28 (05): : 1471 - 1479
  • [28] Fast active learning for hyperspectral image classification using extreme learning machine
    Pradhan, Monoj K.
    Minz, Sonajharia
    Shrivastava, Vimal K.
    IET IMAGE PROCESSING, 2019, 13 (04) : 549 - 555
  • [29] RICE QUALITY ANALYSIS USING IMAGE PROCESSING AND MACHINE LEARNING
    Dharmik, R. C.
    Chavhan, Sushilkumar
    Gotarkar, Shashank
    Pasoriya, Arjun
    3C TIC, 2022, 11 (02): : 158 - 164
  • [30] Monocular Depth Perception Using Image Processing and Machine Learning
    Hombali, Apoorv
    Gorde, Vaibhav
    Deshpande, Abhishek
    INTERNATIONAL CONFERENCE ON GRAPHIC AND IMAGE PROCESSING (ICGIP 2011), 2011, 8285