Image classification technology based on color features
CAAI Transactions on Intelligent Systems[ISSN 1673-4785/CN 23-1538/TP] Volume:
3
Number of periods:
2008 2
Page number:
65-68
Column:
学术论文—人工智能基础
Public date:
2008-04-25
- Title:
- Image classification technology based on color features
- Keywords:
- -
- CLC:
- TP391.41
- DOI:
- CNKI:SUN:ZNXT.0.2008-02-017
- Abstract:
- This paper studies the effects of an image’s color features on image classification.We developed a new classification method based on positional distribution of colors and compare it with other methods based on RGB and HSV histograms.The random forest,the Boosting algorithm,and the MLP neural network were applied respectively to classify images and a natural image classification system built up.The advantages and disadvantages of these three classification algorithms are discussed according to experimental ...
- References:
- -
- Similar References:
Memo
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Last Update:
2008-08-26