<> "The repository administrator has not yet configured an RDF license."^^ . <> . . . "GENDER CLASSIFICATION BASED ON FINGERPRINT USING WAVELET AND MULTILAYER PERCEPTRON"^^ . "Fingerprint-based gender classification is beneficial for speeding up the\r\nfingerprint identification of criminals, accident victims, and natural disaster victims\r\nthat are difficult to be recognized based on their physical characteristics. The\r\nbiggest obstacle to digitally classifying fingerprints is the image's poor quality.\r\nSome methods have been developed to improve image quality through various\r\npreprocessing, such as noise removal, background segmentation, thinning, and\r\nbinarization. However, as these processes increase the classification time, some\r\nmethods have been developed to classify fingerprints without preprocessing. One\r\nof them that has shown excellent success is CNN (Convolutional Neural Network).\r\nThe method does not require preprocessing, but the computation time is very long\r\nand requires large amounts of training data. This study proposed a new method that\r\ndid not need any preprocessing by using wavelet decomposition combined with the\r\nmax-pooling process to generate features. Firstly, the fingerprint image was\r\ndecomposed with a Haar wavelet of 4 levels, and each level was followed by a\r\nmax-pooling process with a 22 filter. After that, the resulting feature was used as\r\ntraining data for the Multilayer Perceptron (MLP) network. In this study, the\r\ntraining data was a dataset from NIST (National Institute of Standart and\r\nTechnology), with 750 fingerprints consisting of male and female fingerprints,\r\neach as many as 375. The method could produce a total accuracy of 80.1%."^^ . "2023-01-01" . . . "8" . "1" . . "Politeknik Ganesha Medan, Sumatra Utara, Indonesia."^^ . . . "Jurnal Sinkron : Jurnal dan Penelitian Teknik Informatika"^^ . . . "2541044X" . . . . . . . "Sri Suwarno"^^ . ""^^ . "Sri Suwarno "^^ . . . . . . "GENDER CLASSIFICATION BASED ON FINGERPRINT USING WAVELET AND MULTILAYER PERCEPTRON (Text)"^^ . . . "Gender Classification Based.pdf"^^ . . . "GENDER CLASSIFICATION BASED ON FINGERPRINT USING WAVELET AND MULTILAYER PERCEPTRON (Other)"^^ . . . . . . "indexcodes.txt"^^ . . "HTML Summary of #9078 \n\nGENDER CLASSIFICATION BASED ON FINGERPRINT USING WAVELET AND MULTILAYER PERCEPTRON\n\n" . "text/html" . . . "T Teknologi (Umum)"@id . .