Image Emotional Semantic Classification Based on SVM

被引：0
|
作者：
Liu, Quanzhong [1 ]
Wang, Jijun [1 ]
Hu, Guozhu [1 ]
Feng, Guojie [1 ]
Liu, Bo [1 ]
机构：
[1] Liaoning Key Lab Intelligent Informat Proc, Dalian 116622, Peoples R China
来源：
PROCEEDINGS OF 2008 INTERNATIONAL PRE-OLYMPIC CONGRESS ON COMPUTER SCIENCE, VOL II: INFORMATION SCIENCE AND ENGINEERING | 2008年
关键词：
emotional semantic; image classification; SVM; color feature;
D O I：
暂无
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
The research of image emotional semantic is a promising and challenging direction for research. In this paper, relationship between color and human sensation was analyzed. Emotional semantic classification of weather image was performed using SVM. Meanwhile, in order to perfect the precision of Classification, both global color histogram and local features is considered. As show as experiments, good classified result was obtained by this method.
引用
收藏
页码：258 / 263
页数：6
相关论文
共 50 条
  • [31] Classification of Hyperspectral Remote Sensing Image Based on Genetic Algorithm and SVM
    Zhou, Mandi
    Shu, Jiong
    Chen, Zhigang
    REMOTE SENSING AND MODELING OF ECOSYSTEMS FOR SUSTAINABILITY VII, 2010, 7809
  • [32] Research on Remote Sensing Image Classification Method Based on SVM & Clustering
    Ma, Yongli
    Yu, Gangyong
    Huang, Zhikai
    2015 4TH INTERNATIONAL CONFERENCE ON ENERGY AND ENVIRONMENTAL PROTECTION (ICEEP 2015), 2015, : 1983 - 1988
  • [33] Information System in Image classification based on SVM and color clustering analysis
    Qi, Liying
    Wang, Kegang
    ADVANCED RESEARCH ON MATERIAL SCIENCE, ENVIROMENT SCIENCE AND COMPUTER SCIENCE III, 2014, 886 : 572 - +
  • [34] A Method of Image Affective Semantic Classification based on Attribution Reduction
    Xia, Ying
    Mi, Le
    Bae, Hae Young
    MECHATRONICS ENGINEERING, COMPUTING AND INFORMATION TECHNOLOGY, 2014, 556-562 : 4820 - 4824
  • [35] Design and Application of an Image Classification Algorithm Based on Semantic Discrimination
    Li, Hui
    Ge, Xun
    TRAITEMENT DU SIGNAL, 2019, 36 (05) : 439 - 444
  • [36] Image Processing and SVM Classification for Melanoma Detection
    Mustafa, Suleiman
    Dauda, Ali Baba
    Dauda, Mohammed
    PROCEEDINGS OF THE IEEE INTERNATIONAL CONFERENCE ON COMPUTING NETWORKING AND INFORMATICS (ICCNI 2017), 2017,
  • [37] Efficient HIK SVM Learning for Image Classification
    Wu, Jianxin
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2012, 21 (10) : 4442 - 4453
  • [38] Research on Overload Classification Method for Bus Images Based on Image Processing and SVM
    Li, Tingting
    Sun, Yongxiong
    Liang, Yanhua
    Zhai, Yujia
    Ji, Xuan
    ALGORITHMS AND ARCHITECTURES FOR PARALLEL PROCESSING, ICA3PP 2018, PT III, 2018, 11336 : 28 - 43
  • [39] Oil spill detection from SAR image using SVM based classification
    Matkan, A. A.
    Hajeb, M.
    Azarakhsh, Z.
    SMPR CONFERENCE 2013, 2013, 40-1-W3 : 55 - 60
  • [40] A SVM Method Trained by Improved Particle Swarm Optimization for Image Classification
    Qian, Qifeng
    Gao, Hao
    Wang, Baoyun
    PATTERN RECOGNITION (CCPR 2014), PT I, 2014, 483 : 263 - 272
12345