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Perbaikan Citra Sidik Jari dengan Menggunakan Proses Ekuilisasi Histogram

dc.contributor.authorKusban, Muhammad
dc.date.accessioned2013-12-16T04:20:39Z
dc.date.available2013-12-16T04:20:39Z
dc.date.issued2013-12-14
dc.identifier.citationBozhao Tan, Stephanie Schucker, 2010. Spoofing protection for fingerprint scanner by fusing ridge signal and valley noise. Pattern Recognition 43(2010) 2845-2857 ScienceDirect. Manhua Liu, Pew-Thian Yap, 2012. Invariant representation of orientation fields for fingerprint indexing. Pattern Recognition 45(2012) 25322542. ScienceDirect. Turgay Celik, 2012. Two-dimensional histogram equalization and contrast enhancement. Pattern Recognition 45(2012) 3810-3824. ScienceDirect. K.S. Sim, C.P. Tso, Y.Y. Tan, 2007. Recursive subimage histogram equalization applied to gray scale images. Pattern Recognition Letters 28(2007) 1209-1221. Elsevier. Kanagalakshmi, K., 8-10 April 2011. Performance evalutiaon of filters in noise removal of fingerprint image. International Conference on Electronics Computer Technologi (ICECT), 2011 3rd,. Xuanbin Si, 2-5 December 2012. Detecting fingerprint distortion from a single image. International workshop on Information Forensics and Security (WIFS). Huong Thuy, Nguyen Thi., 21-24 January 2013. An efficient method for fingerprint matching based on local point model. International Conference on Computing, Management and Telecommunications (ComManTel) IEEE. Radha, N., 4-5 January 2013. Securing iris and fingerprint templates using fuzzy vault and symmetric algorithm. International Conference on Intellignt Systems and Control (ISCO) IEEE. Yueh-Hong Chen, 18-20 Aug. 2009 . Collusion-Resilient Fingerprinting Using Cropping and Subsampling. Information Assurance and Security. IAS '09. Fifth International Conference on IEEE - INSPEC Accession Number: 10908681. Muhammad Kusban, 10 Nopember 2012. Perbaikan Citra dengan Menggunakan Metode Histogram Equalization. TEKNOIN 2012 - UII Yogyakarta, Miao-li Wen ; Yan Liang ; Quan Pan ; Hong-Cai Zhang, 2005. A Gabor filter based fingerprint enhancement algorithm in wavelet domain. Communications and Information Technology, ISCIT 2005. IEEE International Symposium on Volume 2. Pu Hongbin; Chen Junali; Zhang Yashe, 2007. Fingerprint Thinning Algorithm Based on Mathematical Morphology. Electronic Measurement and Instruments. ICEMI '07. 8th International Conference on 2007. Junmin Wang; Fei Fu; Xianglin Miao; Jiajing Dong, 2011. Orthogonal ridge slimming method for Fingerprint preprocessing. Computer Science and Service System (CSSS) – International Conference on 27-29 June 2011.en_US
dc.identifier.urihttp://hdl.handle.net/11617/4024
dc.description.abstractCitra sidik jari masih menjadi alat utama bagi kepolisan Republik Indonesia untuk identifikasi perseorangan. Tetapi data yang didapat di tempat kejadian perkara adalah citra yang terdistorsi serta menyatunya beberapa ridge/furrow sehingga dibutuhkan beberapa metode lainnya untuk memperbaiki tampilannya. Perbaikan citra dengan menggunakan metode ekuilisasi histogram terbukti mampu untuk mendapatkan hasil secara optimal, meskipun untuk proses akhir masih dibutuhkan beberapa metode lainnya seperti penggunaan proses morfologi thinning guna mempertegas tampilan edge detection satu piksel. Dan terakhir adalah penggunaan metode filter sliding neighborhood untuk membersihkan noise hasil morfologi opening/closing. Dari penelitian, nilai optimal untuk thinning adalah 145 dengan rata-rata proses yang diperlukan 1.695 detik dan SNR = 0.015 dB.en_US
dc.publisherUniversitas Muhammadiyah Surakartaen_US
dc.subjectridge/furrowen_US
dc.subjectproses morfologi thinningen_US
dc.subjectedge detectionen_US
dc.subjectsliding neighborhooden_US
dc.subjectopening/closingen_US
dc.titlePerbaikan Citra Sidik Jari dengan Menggunakan Proses Ekuilisasi Histogramen_US
dc.typeArticleen_US


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