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22卷    第3期    總第156期    2012年3月

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文章編號:1004-0609(2012)03-0961-09
基于JPEG壓縮的數(shù)字化地質(zhì)資料篡改探測方法及應(yīng)用
劉助龍1, 2,趙于前1, 2,廖  苗1, 2,張竣凱1, 2,戴塔根1, 2

(1. 中南大學(xué) 有色金屬成礦預(yù)測教育部重點實驗室,長沙 410083;
2. 中南大學(xué) 地球科學(xué)與信息物理學(xué)院,長沙 410083
)

摘 要: 根據(jù)JPEG壓縮原理,引入塊偽影柵格、編碼塊后驗概率以及ASAD等多種篡改探測方法,并將其應(yīng)用于數(shù)字化成果地質(zhì)資料的真?zhèn)螜z測。這些方法對于復(fù)制−粘貼、噴繪、填涂等篡改檢測均為有效,且可以實現(xiàn)被篡改區(qū)域的定位。論文分別對不同的檢測算法進行了驗證和對比分析。實驗結(jié)果表明:這些方法可有效應(yīng)用于數(shù)字地質(zhì)資料的篡改檢測,從而進一步服務(wù)于地質(zhì)資料信息集群化產(chǎn)業(yè)化工作,對海量數(shù)字化成果地質(zhì)資料版權(quán)保護和真實性檢測具有極高的理論和實用價值。

 

關(guān)鍵字: 篡改探測;JPEG壓縮;數(shù)字地質(zhì)資料

Forgery detection and application of digital geological images based on
JPEG compression techniques
LIU Zhu-long1, 2, ZHAO Yu-qian1, 2, LIAO Miao1, 2, ZHANG Jun-kai1, 2, DAI Ta-gen1, 2

1. Key Laboratory of Metallogenic Prediction of Nonferrous Metals, Ministry of Education,
Central South University, Changsha 410083, China;
2. School of Geosciences and Info-Physics, Central South University, Changsha 410083, China

Abstract:Based on the JPEG compression principle, the three forgery detection methods including block artifact grid (BAG), the block posterior probability map (BPPM) and the averaged sum of absolute difference (ASAD) methods were investigated, and the methods were applied to detecting the authenticity of the digital geological images. These methods are efficient for the detection of copy-paste, inpainting and filling tampered images, and can be used to locate the tampered regions. The efficiency and the detection results of three different tampered region detecting algorithms were verified and analyzed. The experimental results show that these methods can be effectively used for the digital geologic images tampering detection, and hence further the information service for the clustering and industry of digital geological image were provided. Besides, these methods have high theoretical and practical value for the copyright protection and authenticity detection of massive digital geological image.

 

Key words: forgery detection; JPEG compression; digital geological image

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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