TAUBERIAN-PRONY FEATURE-EXTRACTION TECHNIQUE FOR ESOPHAGEAL MOTILITY PATTERNS

被引:1
|
作者
ABOUCHADI, FEZ [1 ]
EZZAT, FA [1 ]
GADELHAK, N [1 ]
ELDIN, AAS [1 ]
机构
[1] MANSOURA UNIV,FAC MED,DEPT GASTROENTEROL,MANSOURA,EGYPT
关键词
DIGITAL SIGNAL PROCESSING; PATTERN ANALYSIS; GASTROINTESTINAL SYSTEM; ESOPHAGEAL MOTILITY;
D O I
10.1007/BF02367607
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
For the esophageal contractile activity recorded during swallowing, a feature extraction scheme has been developed. It recognizes the time, duration, and amplitudes of local peaks for each peristaltic wave. The method is based on the Tauberian approximation for modeling waveforms as a sum of identically shaped pulses with different time delays and amplitudes. Initial conditions on the pulse properties are set and an optimal solution is sought. The method is completely automated and can be utilized for characterization and classification purposes.
引用
收藏
页码:117 / 124
页数:8
相关论文
共 5 条
  • [1] WAVEFORM FEATURE-EXTRACTION BASED ON TAUBERIAN APPROXIMATION
    DEFIGUEIREDO, RJP
    HU, CL
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1982, 4 (02) : 105 - 116
  • [2] AN EFFECTIVE CLUSTERING TECHNIQUE FOR FEATURE-EXTRACTION
    RAMDAS, V
    SRIDHAR, V
    KRISHNA, G
    [J]. PATTERN RECOGNITION LETTERS, 1994, 15 (09) : 885 - 891
  • [3] A TECHNIQUE FOR ANATOMIC FEATURE-EXTRACTION AND TRACKING ON SEQUENTIAL DIGITAL X-RAY IMAGES
    CURRY, S
    BAUMRIND, S
    ANDERSON, JM
    [J]. PHOTOGRAMMETRIA, 1987, 42 (03): : 126 - 136
  • [4] Mathematical Morphology-Based Feature-Extraction Technique for Detection and Classification of Faults on Power Transmission Line
    Godse, Revati
    Bhat, Sunil
    [J]. IEEE ACCESS, 2020, 8 : 38459 - 38471
  • [5] Improving Recognition Accuracy of Partial Discharge Patterns by Image-Oriented Feature Extraction and Selection Technique
    Zhang, Shuqi
    Li, Chengrong
    Wang, Ke
    Li, Jinzhong
    Liao, Ruijin
    Zhou, Tianchun
    Zhang, Yiyi
    [J]. IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION, 2016, 23 (02) : 1076 - 1087