Feature extraction of cancer cells using wavelet transform

被引：0
|
作者：
Yu, J [1 ]
Yao, YD [1 ]
Qian, W [1 ]
Li, K [1 ]
机构：
[1] Stevens Inst Technol, ECE Dept, WISELAB, Hoboken, NJ 07030 USA
来源：
7TH WORLD MULTICONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL VIII, PROCEEDINGS | 2003年
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：
Lung cancer is one of the most common and deadly diseases in the world and detection of lung cancer in its early stage is the key to its cure. The objective of this project is to design a method based on image processing and neural networks for the diagnosis of lung cancer in its early stage. The relative frequency histogram of the lung cancer cells is an important parameter in the diagnosis. Feature extraction and classification is an important component in describing the relative frequency histogram. fit this paper, feature extraction is done through the wavelet transform and neural networks are used to perform the classification.
引用
收藏
页码：92 / 93
页数：2
相关论文
共 50 条
  • [41] Facial feature extraction using complex dual-tree wavelet transform
    Celik, Turgay
    Ozkaramanli, Huseyin
    Demirel, Hasan
    [J]. COMPUTER VISION AND IMAGE UNDERSTANDING, 2008, 111 (02) : 229 - 246
  • [42] Fault detection and diagnosis for pneumatic system using wavelet transform and feature extraction
    Li, XL
    Kao, I
    [J]. 8TH WORLD MULTI-CONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL VIII, PROCEEDINGS: CONTROL, COMMUNICATION AND NETWORK SYSTEMS, TECHNOLOGIES AND APPLICATIONS, 2004, : 320 - 325
  • [43] Nonstationary fault feature extraction of rotating machinery using the synchrosqueezed wavelet transform
    Zhou, Chen
    Xiong, Xin
    Liu, Ronggang
    [J]. 2017 INTERNATIONAL CONFERENCE ON SENSING, DIAGNOSTICS, PROGNOSTICS, AND CONTROL (SDPC), 2017, : 431 - 437
  • [44] Face Recognition using Adaptive Filter Wavelet Transform based Feature Extraction
    Sanket, Nitin J.
    Vyshak, A. V.
    Manikantan, K.
    Ramachandran, S.
    [J]. 2014 INTERNATIONAL CONFERENCE ON SCIENCE ENGINEERING AND MANAGEMENT RESEARCH (ICSEMR), 2014,
  • [45] Feature extraction from energy distribution of stamping processes using wavelet transform
    Ge, M
    Zhang, GC
    Du, R
    Xu, Y
    [J]. JOURNAL OF VIBRATION AND CONTROL, 2002, 8 (07) : 1023 - 1032
  • [46] Implementation of Real Time Feature Extraction of ECG Using Discrete Wavelet Transform
    Srisawat, Witsarut
    [J]. 2013 10TH INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING/ELECTRONICS, COMPUTER, TELECOMMUNICATIONS AND INFORMATION TECHNOLOGY (ECTI-CON), 2013,
  • [47] Extraction of partial discharge signal feature with wavelet transform
    Cui, XM
    Sun, CX
    Xiong, L
    [J]. WAVELET ANALYSIS AND ITS APPLICATIONS, AND ACTIVE MEDIA TECHNOLOGY, VOLS 1 AND 2, 2004, : 412 - 417
  • [48] Radar target feature extraction by wavelet transform and KCN
    Wang, XD
    Wang, JQ
    [J]. ICONIP'02: PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE ON NEURAL INFORMATION PROCESSING: COMPUTATIONAL INTELLIGENCE FOR THE E-AGE, 2002, : 640 - 644
  • [49] Wavelet transform for directional feature extraction in medical imaging
    Li, LH
    Mao, F
    Qian, W
    Clarke, LP
    [J]. INTERNATIONAL CONFERENCE ON IMAGE PROCESSING - PROCEEDINGS, VOL III, 1997, : 500 - 503
  • [50] Iris Feature Extraction based on Haar Wavelet Transform
    Yao, Zhu Wen
    Jun, Zhou
    Feng, Wu Yu
    Jun, Wang Ming
    [J]. INTERNATIONAL JOURNAL OF SECURITY AND ITS APPLICATIONS, 2014, 8 (04): : 265 - 272
12345