指紋圖像增強(qiáng)對(duì)于提高細(xì)節(jié)特征提取的準(zhǔn)確率乃至整個(gè)自動(dòng)指紋識(shí)別系統(tǒng)的性能都
具有重要的意義。大部分的指紋圖像增強(qiáng)算法都需計(jì)算指紋圖像的紋線局部方向，本文給出了一種指紋圖像增強(qiáng)的新方法，該方法不計(jì)算指紋圖像局部區(qū)域內(nèi)的方向，而將指紋圖像按8 個(gè)不同方向?yàn)V波，得到8 幅濾波后的圖像，再利用小波變換對(duì)8 幅圖像進(jìn)行融合得到增強(qiáng)后的圖像。實(shí)驗(yàn)表明，該算法有效的提高了指紋圖像的質(zhì)量。
關(guān)鍵詞：指紋識(shí)別；圖像增強(qiáng)；小波分析；圖像融合
Abstract: Fingerprint image enhancement is important to feature extraction and the performance of fingerprint identification/verification systems rely. Most of the algorithms for fingerprint image enhancement depend on local orientation of fingerprint image. In this paper, an effective algorithm for fingerprint image enhancement which need not calculate the local orientation of fingerprint image is developed. First, the fingerprint image is filtered with eight different orientations. Then the eight filtered images are fused to get the enhanced image. The results of experiment indicate the algorithm improves the fingerprint images quality effectively.
Key words: Fingerprint verification; Image enhancement; Wavelet transform; Image fusion