Statistical comparison of image fusion algorithms: Recommendations

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• 作者：Z. Liu ; ^a ; ^{zheng.liu@ieee.org} ; E. Blasch^b ; ^{erik.blasch.1@us.af.mil} ; V. John^c ; ^{vijayjohn@toyota-ti.ac.jp}
• 关键词：Image fusion ; Pixel-level fusion ; Performance assessment ; Statistical comparison ; Statistical significance
• 刊名：Information Fusion
• 出版年：2017
• 出版时间：July 2017
• 年：2017
• 卷：36
• 期：Complete
• 页码：251-260
• 全文大小：1528 K
• 卷排序：36

文摘

Propose using non-parametric statistical tests for image fusion algorithm comparison. Formulate a procedure to apply the statistical comparison for image fusion. Demonstrate the feasibility of the proposed methods with data from image fusion research. Establish a baseline for the significance in image fusion research. Provide implementation code and data to support reproducible research.