Quality Measures of Fingerprint Images

作者: LinLin Shen , Alex Kot , WaiMun Koo

DOI: 10.1007/3-540-45344-X_39

关键词: Computer visionGabor filterImage processingImage qualityBlock (data storage)Pattern recognition (psychology)BiometricsArtificial intelligenceFingerprintComputer scienceFeature extractionPattern recognition

摘要: In an automatic fingerprint identification system, it is desirable to estimate the image quality of before processed for feature extraction. This helps in deciding on type enhancements that are needed and thresholds matcher case dynamic used. this paper, we propose a Gabor-feature based method determining images. An divided into N w?wblocks. Gabor features each block computed first, then standard deviation m used determine block. The results compared with existing model estimation. Our analysis shows our can accurately.

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