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Deep learning techniques for biometric security: A systematic review of presentation attack detection systems
Biometric technology, including finger vein, fingerprint, iris, and face recognition, is widely
used to enhance security in various devices. In the past decade, significant progress has …
used to enhance security in various devices. In the past decade, significant progress has …
A Comprehensive Survey on Deep Gait Recognition: Algorithms, Datasets, and Challenges
Gait recognition aims to identify a person at a distance, serving as a promising solution for
long-distance and less-cooperation pedestrian recognition. Recently, significant advances …
long-distance and less-cooperation pedestrian recognition. Recently, significant advances …
[HTML][HTML] NCGLF2: Network combining global and local features for fusion of multisource remote sensing data
The fusion of multisource remote sensing (RS) data has demonstrated significant potential in
target recognition and classification tasks. However, there is limited emphasis on capturing …
target recognition and classification tasks. However, there is limited emphasis on capturing …
Coupled adversarial learning for fusion classification of hyperspectral and LiDAR data
Hyperspectral image (HSI) provides rich spectral–spatial information and the light detection
and ranging (LiDAR) data reflect the elevation information, which can be jointly exploited for …
and ranging (LiDAR) data reflect the elevation information, which can be jointly exploited for …
Face liveness detection using artificial intelligence techniques: A systematic literature review and future directions
Biometrics has been evolving as an exciting yet challenging area in the last decade. Though
face recognition is one of the most promising biometrics techniques, it is vulnerable to …
face recognition is one of the most promising biometrics techniques, it is vulnerable to …
Finger-vein presentation attack detection using depthwise separable convolution neural network
Biometrics is a powerful tool for identifying and authenticating persons based on their
unique characteristics. Finger vein (FV) seems to be an emerging biometric of all types of …
unique characteristics. Finger vein (FV) seems to be an emerging biometric of all types of …
Reconstruct face from features based on genetic algorithm using GAN generator as a distribution constraint
Face recognition based on deep convolutional neural networks (CNN) shows superior
accuracy performance attributed to the high discriminative features extracted. Yet, the …
accuracy performance attributed to the high discriminative features extracted. Yet, the …
FASS: Face anti-spoofing system using image quality features and deep learning
Face recognition technology has been widely used due to the convenience it provides.
However, face recognition is vulnerable to spoofing attacks which limits its usage in …
However, face recognition is vulnerable to spoofing attacks which limits its usage in …
A survey on face presentation attack detection mechanisms: hitherto and future perspectives
The advances in human face recognition (FR) systems have recorded sublime success for
automatic and secured authentication in diverse domains. Although the traditional methods …
automatic and secured authentication in diverse domains. Although the traditional methods …
2d-3d facial image analysis for identification of facial features using machine learning algorithms with hyper-parameter optimization for forensics applications
Recognizing a face is a remarkable process that humans naturally use. Computer vision has
tried to resemble this ability of human vision as a biometric tool to identify humans …
tried to resemble this ability of human vision as a biometric tool to identify humans …