5 publications
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A Literature Survey of Hand Geometry-based Verification SystemBy Rizoan Toufiq, Md. Rabiul Islam
Abstract: In security system, identification and verification are the immense important activities to access information or data in coming decade. In recent year, password is not a sufficient key to protect the vital information from unauthorized person or organization. So it becomes vital threaten for coming years to develop a system where biometric identification and verification must be introduced. Hand geometry recognition system is one of the biometric identification systems that …
Published in Current Trends in Information Technology · Vol. 5, Issue 1, 2015 · pp. 35–42 Read article →
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Hand Geometry based Person Identification System using Support Vector MachineBy Rizoan Toufiq, Rawshon Raha, Md. Rabiul Islam
Abstract: In recent times, it is immensely important to identify a person to access the secure data in a system. In this case, verification and identification techniques play a vital role to secure the process. Password system has failed to provide such kind of security. We highly emphasize on the biometric characteristics to design such secured systems. In this paper, we provide a way to identify a unique person by his …
Published in Current Trends in Signal Processing · Vol. 5, Issue 1, 2015 · pp. 26–33 Read article →
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Multi-Layer Perceptron Neural Network Based Person Identification Using Appearance Based Facial FeatureBy Md. Rabiul Islam, Rizoan Toufiq
Abstract: This paper deals with secure person identification system using Back-Propagation learning neural network algorithm where appearance based facial feature and Principal Component Analysis based dimensionality reduction technique have been used. To extract the appearance based facial features, Viola-Jones method has used as a face detector, Stam’s method of Active Shape Model has applied for detecting the facial edges and image pre-processing method has used for eliminating the background noises. For …
Published in Current Trends in Signal Processing · Vol. 4, Issue 1, 2014 · pp. 26–34 Read article →
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An Approach to Develop Secure Ear Biometric SystemBy Md. Rabiul Islam, Md. Mostafizur Rahman, Rizoan Toufiq
Abstract: Biometrics is now the significant identification process for security system. The futureof biometrics is surely leads to a system because the acquisition process for biometricsis very simple. Ear biometrics has an important role on biometrics system. Because it isa passive biometrics system which means that the user does not have to take active partin the whole process. The most interesting human anatomical parts for such passive,physiological biometrics systems based on …
Published in Journal Of Network security · Vol. 2, Issue 1, 2014 · pp. 1–6 Read article →
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Performance Analysis of Fusion Classifier of Face Recognition System based on ANN and GABy Rizoan Toufiq, Md. Rabiul Islam
Abstract: Though a lot of significant work has been done for recognizing and improving the performance in facial pattern, most techniques have been developed based on a single classifier. But most often, the performance of the classifier is not satisfactory in some case. It has been proposed that the performance of face recognition will beimproved by fusing two or more classifiers. We can combine the information/data in different level i.e., feature …
Published in Current Trends in Information Technology · Vol. 4, Issue 1, 2014 · pp. 4–13 Read article →