Application of a Hybrid Algorithm for Non-humanoid Skeleton Model Estimation from Motion Capture Data

被引:0
|
作者
Janik, Lukasz [1 ]
Jedrasiak, Karol [2 ]
Wojciechowski, Konrad [1 ,3 ]
Polanski, Andrzej [1 ,3 ]
机构
[1] Silesian Tech Univ, Inst Comp Sci, Akad 16, PL-44100 Gliwice, Poland
[2] Silesian Tech Univ, Inst Automat Control, PL-44100 Gliwice, Poland
[3] Polish Japanese Inst Informat Technol, PL-41902 Bytom, Poland
来源
COMPUTER VISION AND GRAPHICS | 2012年 / 7594卷
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Currently, when Motion Capture being commonly used in gaming and movie industry there is a need of robust, easy and flexible solution to capture motion of non-humanoid characters in order to animate virtual characters in a game or movie. To fill this gap we developed an algorithm which estimates model of skeleton structure of both humanoid and non-humanoid characters. Quality and the possibility of real-life applications of the presented algorithm were experimentally evaluated. During the experiment we estimated the skeleton structure from the markers attached to a dog's skin. Quality of the resulting model is very promising.
引用
收藏
页码:95 / 104
页数:10
相关论文
共 50 条
  • [31] Coupled Motion and Activity Estimation from PET and MR Data with Motion Model-Based Parameter Reduction
    Balfour, Daniel R.
    Kolbitsch, Christoph
    Reader, Andrew J.
    King, Andrew P.
    Marsden, Paul K.
    2015 IEEE NUCLEAR SCIENCE SYMPOSIUM AND MEDICAL IMAGING CONFERENCE (NSS/MIC), 2015,
  • [32] THE FAY-HERRIOT MODEL IN SMALL AREA ESTIMATION: EM ALGORITHM AND APPLICATION TO OFFICIAL DATA
    Luis Avila-Valdez, Jose
    Huerta, Mauricio
    Leiva, Victor
    Riquelme, Marco
    Trujillo, Leonardo
    REVSTAT-STATISTICAL JOURNAL, 2020, 18 (05) : 613 - 635
  • [33] Multiple frequencies estimation from compressive phase-only data: algorithm and application
    Fan, Rong
    Wan, Qun
    Chen, Hui
    You, Qing-Shan
    Wang, Hui
    INTERNATIONAL JOURNAL OF ELECTRONICS, 2013, 100 (11) : 1471 - 1482
  • [34] Application of a random cascade model to estimation of design flood from rainfall data
    Lu, Minjiao
    Yamamoto, Takahiro
    JOURNAL OF HYDROLOGIC ENGINEERING, 2008, 13 (05) : 385 - 391
  • [35] A hybrid model of genetic algorithm with local search to discover linguistic data summaries from creep data
    Donis-Diaz, C. A.
    Muro, A. G.
    Bello-Perez, R.
    Morales, E. V.
    EXPERT SYSTEMS WITH APPLICATIONS, 2014, 41 (04) : 2035 - 2042
  • [36] Cuckoo Search Algorithm for model parameter estimation from self-potential data
    Turan-Karaoglan, Secil
    Gokturkler, Gokhan
    JOURNAL OF APPLIED GEOPHYSICS, 2021, 194
  • [37] Algorithm for retrieval of aerosol microstructure from sun photometry data based on a hybrid model
    Veretennikov, V. V.
    Men'shchikova, S. S.
    21ST INTERNATIONAL SYMPOSIUM ON ATMOSPHERIC AND OCEAN OPTICS: ATMOSPHERIC PHYSICS, 2015, 9680
  • [38] State estimation of stochastic non-linear hybrid dynamic system using an interacting multiple model algorithm
    Elenchezhiyan, M.
    Prakash, J.
    ISA TRANSACTIONS, 2015, 58 : 520 - 532
  • [39] A hybrid fuzzy logic/genetic algorithm model based on experimental data for estimation of cuttings concentration during drilling
    Chowdhury, Dipankar
    Hovda, Sigve
    GEOENERGY SCIENCE AND ENGINEERING, 2023, 231
  • [40] Simultaneous global inverse kinematics and geometric parameter identification of human skeletal model from motion capture data
    Ayusawa, Ko
    Ikegami, Yosuke
    Nakamura, Yoshihiko
    MECHANISM AND MACHINE THEORY, 2014, 74 : 274 - 284