Online contour extraction and texture analysis - A IoT based case study

被引:2
|
作者
Lan, Yu [1 ]
机构
[1] Japan Adv Inst Sci & Technol, Grad Sch Adv Sci & Technol, Nomi, Ishikawa, Japan
关键词
Random spots; Multi-scale; Texture primitive; Appearance model; Image in painting simulation education; Segmentation; POLYMERS;
D O I
10.1016/j.cogsys.2018.09.026
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We put forward a method of drawing effect analysis in drawing simulation education on the basis of the combination of contour extraction and texture elements in order to improve the effectiveness of drawing effect analysis algorithm in painting simulation education. The multi-scale representation of the image is created by iterative bilateral scale space decomposition, and then the local texture features are extracted by image spots and random projection to make random texture features. The occurrence probability based on texture primitives in the image region can be obtained in the texture appearance model of a region based on the global texture appearance model. Finally, we put forward a random region merging algorithm based on texture features of complex regions and it realizes the analysis of painting effect in painting simulation education based on regional texture appearance model. (C) 2018 Elsevier B.V. All rights reserved.
引用
收藏
页码:1029 / 1035
页数:7
相关论文
共 50 条
  • [31] Cytomorphology-based microchip with contour extraction processing for bioparticle analysis
    Fu, Yusheng
    Ji, Hong
    ELECTROPHORESIS, 2019, 40 (08) : 1195 - 1201
  • [32] The Effects of Weight Quantization on Online Federated Learning for the IoT: A Case Study
    Gimenez, Nil Llisterri
    Lee, Junkyu
    Freitag, Felix
    Vandierendonck, Hans
    IEEE ACCESS, 2024, 12 : 5490 - 5502
  • [33] Lip Contour Extraction Based on Manifold
    Liang Yaling
    Du Minghui
    2008 INTERNATIONAL CONFERENCE ON MULTIMEDIA AND INFORMATION TECHNOLOGY, PROCEEDINGS, 2008, : 229 - 232
  • [34] Study on Object Contour Extraction based on Holder Exponent and Multifractal Spectrum
    Zhang, Jun
    2010 INTERNATIONAL COLLOQUIUM ON COMPUTING, COMMUNICATION, CONTROL, AND MANAGEMENT (CCCM2010), VOL II, 2010, : 690 - 692
  • [35] Macromolecular Extraction based on Contour Evolution
    Wang, Zhaobin
    Guo, Miao
    Zhu, Ying
    Yang, Lizhen
    Ma, Yide
    INTERNATIONAL CONFERENCE ON GRAPHIC AND IMAGE PROCESSING (ICGIP 2012), 2013, 8768
  • [36] Study on Object Contour Extraction Based on Holder Exponent and Multifractal Spectrum
    Zhang, Jun
    MANUFACTURING SYSTEMS ENGINEERING, 2012, 429 : 267 - 270
  • [37] Functional Analysis: A Case Study of an IoT-Based Health Monitoring System
    Ulmeanu M.-E.
    Doicin C.-V.
    Dugăeșescu I.
    Zaharia C.
    Pârvu G.-M.
    Macromolecular Symposia, 2024, 413 (03)
  • [38] Extraction of wheat ears with statistical methods based on texture analysis
    Bakhouche, M.
    Cointault, F.
    Gouton, P.
    VISAPP 2007: PROCEEDINGS OF THE SECOND INTERNATIONAL CONFERENCE ON COMPUTER VISION THEORY AND APPLICATIONS, VOLUME IU/MTSV, 2007, : 276 - +
  • [39] Fusion of texture and contour based methods for object recognition
    Handmann, U
    Kalinke, T
    IEEE CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS, 1997, : 876 - 881
  • [40] Improved Contour and Texture-Based Object Segmentation
    Lin Kezheng
    Li Xinyuan
    Liu Pie
    2008 3RD INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEM AND KNOWLEDGE ENGINEERING, VOLS 1 AND 2, 2008, : 1146 - 1151