1. 毕业设计(论文)的内容、要求、设计方案、规划等
鉴于当前的利用Gabor 小波对指纹进行增强的方法中滤波范围固定的缺点,提出了一种改进指纹增强方法对Gabor 小波的性质和指纹图像的内在特点做了深入的分析,确定Gabor 小波的方向和频率参数,并设定了一个可以根据局部纹路方向和频率自动调整的区域作为滤波范围对指纹图像进行增强实验结果表明,该方法可以有效地去除噪音,并且很好地恢复出纹路信息以增加指纹匹配后续操作的准确度。
2. 参考文献(不低于12篇)
[ 1 ] Kovcs2Vajna Z M. A fingerprint verification system based on triangular matching and dynamic time warping[J ] . IEEE Transactions on PAMI , 2000 ,22 (11) :1266 - 1276.[ 2 ] He Y L , Tian J . Fingerprint matching based on global comprehensive similarity[J ] . IEEE Transactions on PAMI ,2006 ,28 (6) :850 - 862.[ 3 ] He X G, Tian J , Li L , et al . Modeling and analysis of local comprehensive minutia relation for fingerprint matching[J ] .IEEE Trans Syst Man Cybern B , 2007 , 37 ( 4 ) : 1204 -1211.[ 4 ] Mao K M , Wang G R , Yu G. A novel fingerprint matching method by excluding elastic distortion[C] ∥Database Systems for Advanced Applications. Berlin : Springer2Verlag , 2008 :348 - 363.[ 5 ] Dunn D , Higgins W E. Optimal Gabor filters for texture segmentation[J ] . I EEE Transactions on Image Processing ,1995 ,4 (7) :947 - 964.[ 6 ] Jain A , Tatah N K, Lakshmanan S. Object detection using Gabor filters[J ] . Pattern Recognition , 1997 ,30 (2) :295 -309.[ 7 ] Jain A K, Prabhakar S , Lin H , et al . Filterbank2based fingerprint matching [ J ] . I EEE Transactions on ImageProcessing , 2000 ,9 (5) :846 - 859.[ 8 ] Lin H , Wan Y F , Jain A. Fingerprint image enhancement :algorithm and performance evaluation [ J ] . I EEETransactions on PAMI , 1998 ,20 (8) :777 - 789.[ 9 ] Zhu E , Yin J P , Zhang GM. Fingerprint enhancement usingcircular Gabor filter [ C ] ∥ICIAR 2004. Berlin : Springer2Verlag , 2004 :750 - 758.[ 10 ] Dario M , Davide M , Raffaele C , et al . FVC2004 : thirdfingerprint verification competition [ C ] ∥ ICBA 2004.Berlin : Springer2Verlag , 2004 :1 - 7.[ 11 ] Ratha N , Chen S , Jain A. Adaptive flow orientation basedfeature extraction in fingerprint images [ J ] . PatternRecognition , 1995 ,28 (11) :1657 - 1672.
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