Transactions of Nonferrous Metals Society of China The Chinese Journal of Nonferrous Metals

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中國有色金屬學(xué)報

ZHONGGUO YOUSEJINSHU XUEBAO

第18卷    第7期    總第112期    2008年7月

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文章編號:1004-0609(2008)07-1364-07
基于火焰狀氧化鋁回轉(zhuǎn)窯火焰圖像檢索
張紅亮1,陳湘濤2,李 劼1,羅宗山3,劉代飛1

(1. 中南大學(xué) 冶金科學(xué)與工程學(xué)院,長沙 410083;
2. 中南大學(xué) 信息科學(xué)與工程學(xué)院,長沙 410083;
3. 長沙有色冶金設(shè)計研究院,長沙 410011
)

摘 要:

提出一種基于火焰形狀的氧化鋁回轉(zhuǎn)窯火焰圖像的檢索方法,對回轉(zhuǎn)窯火焰的形狀進行深入分析,根據(jù)其特點,提出一種描述火焰形狀的基準(zhǔn)距離函數(shù),通過傅里葉變換得到火焰圖像形狀的傅里葉描述子。結(jié)果表明:該距離函數(shù)能較好地描述火焰形狀,應(yīng)用此火焰形狀描述子,設(shè)計一套火焰圖像檢索原型機系統(tǒng)。以現(xiàn)場采集的火焰圖像作為實驗對象,將本研究提出的方法與傳統(tǒng)方法和不變矩方法的進行檢索實驗。結(jié)果表明:本研究提出的方法具有較高的檢索精度,且明顯優(yōu)于傳統(tǒng)方法和不變矩方法。本研究的結(jié)果可為回轉(zhuǎn)窯生產(chǎn)控制提供有力支持。

 

關(guān)鍵字: 氧化鋁回轉(zhuǎn)窯;火焰圖像;火焰形狀;CBIR;傅里葉描述子

Alumina rotary kiln flame image retrieval based on flame shapes
ZHANG Hong-liang1, CHEN Xiang-tao2, LI Jie1, LUO Zong-shan3, LIU Dai-fei1

1. School of Metallurgical Science and Engineering, Central South University, Changsha 410083, China;
2. School of Information Science and Engineering, Central South University, Changsha 410083, China;
3. Changsha Engineering and Research Institute of Nonferrous Metallurgy, Changsha 410011, China

Abstract:A shape based alumina rotary kiln flame image retrieval method was proposed. First, the flame shapes were analyzed detailedly, a distance function was put forward. Through Fourier transformation, the flame shape Fourier descriptors were calculated. The results indicate that this distance function can depict the shape effectively. A flame image retrieval prototype system was proposed using this Fourier descriptors. With the flame images sampled from an alumina rotary kiln, retrieval experiments were carried out with the traditional retrieval method, invariant moment retrieval method and the proposed method. The results demonstrate that the proposed method outperforms the other two methods in terms of retrieval precision and efficiency. The research results can provide strong support for the control of the rotary kiln.

 

Key words: alumina rotary kiln; flame image; flame shape; CBIR; Fourier descriptor

ISSN 1004-0609
CN 43-1238/TG
CODEN: ZYJXFK

ISSN 1003-6326
CN 43-1239/TG
CODEN: TNMCEW

主管:中國科學(xué)技術(shù)協(xié)會 主辦:中國有色金屬學(xué)會 承辦:中南大學(xué)
湘ICP備09001153號 版權(quán)所有:《中國有色金屬學(xué)報》編輯部
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