Title

一種骨髓細胞識別方法的研究

Translated Titles

Studies on the Recognition of Marrow Cell Image

Authors

侯振傑(Zhen-Jie Hou);麻碩士(Shuo-Shi Ma);裴喜春(Xi-Chun Pei);潘新(Xin Pan)

Key Words

連續小波變換 ; 主分量分析 ; 模擬退火算法 ; BP網絡 ; CWT ; PCA ; SA ; BP network

PublicationName

計算技術與自動化

Volume or Term/Year and Month of Publication

24卷3期(2005 / 09 / 01)

Page #

57 - 59

Content Language

簡體中文

Chinese Abstract

針對骨髓細胞圖像的特點,採用連續小波變換對圖像進行了處理,在消除原始圖像噪聲的同時,從不同的角度檢測出圖像的主要邊緣。採用兩級神經網絡,利用基於神經網絡的GHA算法獲得圖象的三個主分量,然後採用模擬退火算法和BP算法進行細胞的分類識別,獲得了較好的識別效果。

English Abstract

Aiming at the characteristics of the marrow cell image, the paper adopts continuous wavelet transform to process image so that main edges can be detected from different angle in the meanwhile original image noise being eliminated. Adopt two neural networks; Using Principal Component Analysis based neural network (GHA) to acquire three principal components and using Simulated Annealing (SA) and BP network to class and recognize the marrow cells.

Topic Category 基礎與應用科學 > 資訊科學
工程學 > 電機工程