Authentication through gender classification from iris images using support vector machine
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DOI: 10.1002/jemt.23816
Abstract: Soft biometric information, such as gender, iris, and voice, can be helpful in various applications, such as security, authentication, and validation. Iris is secure biometrics with low forgery and error rates due to its highly… read more here.
Keywords: gender; authentication; gender classification; iris images ... See more keywords
CNN-based gender classification in near-infrared periocular images
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DOI: 10.1007/s10044-018-0722-3
Abstract: Periocular region has emerged as a key biometric trait with potential applications in the forensics domain. In this paper, we explore two convolutional neural network (CNN)-based approaches for gender classification using near-infrared images of the… read more here.
Keywords: classification; near infrared; cnn based; periocular images ... See more keywords
Pedestrian gender classification using combined global and local parts-based convolutional neural networks
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DOI: 10.1007/s10044-018-0725-0
Abstract: The identification of a person’s gender plays an important role in various visual surveillance and monitoring applications which are growing more ubiquitously. This paper proposes a method for gender classification of pedestrians based on whole… read more here.
Keywords: classification; gender; parts based; global local ... See more keywords
Wavelet-based convolutional neural networks for gender classification
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DOI: 10.1117/1.jei.28.1.013012
Abstract: Abstract. We develop a gender classification method using convolutional neural networks. We train Alexnet Architecture using the luminance (Y) component of the facial image (YCbCr) for the SoF, groups, and face recognition technology datasets. The… read more here.
Keywords: convolutional neural; wavelet based; neural networks; gender classification ... See more keywords
Gender Classification Based on the Non-Lexical Cues of Emergency Calls with Recurrent Neural Networks (RNN)
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DOI: 10.3390/sym11040525
Abstract: Automatic gender classification in speech is a challenging research field with a wide range of applications in HCI (humancomputer interaction). A couple of decades of research have shown promising results, but there is still a… read more here.
Keywords: gender; recurrent neural; overlapping lengthening; classification ... See more keywords