Recent Advancement in 3D Biometrics using Monocular Camera
2023 IEEE INTERNATIONAL JOINT CONFERENCE ON BIOMETRICS, IJCB（2023）
Abstract
Recent literature has witnessed significant interest towards 3D biometrics employing monocular vision for robust authentication methods. Motivated by this, in this work we seek to provide insight on recent development in the area of 3D biometrics employing monocular vision. We present the similarity and dissimilarity of 3D monocular biometrics and classical biometrics, listing the strengths and challenges. Further, we provide an overview of recent techniques in 3D biometrics with monocular vision, as well as application systems adopted by the industry. Finally, we discuss open research problems in this area of research.
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Key words
Monocular Camera,Developed Areas,Open Research Problem,Deep Learning,Research Community,Eye Movements,3D Reconstruction,Face Recognition,Video Clips,Deep Learning Approaches,Short Video,3D Information,Gait Pattern,Commercial Solution,Use Of Cameras,Structure From Motion,Biometric Systems,3D Face,Monocular Images,Deepfake,Dynamic Vision Sensor,Biometric Technologies,Expensive Sensors
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