Proceedings ArticleDOI
A Leap Password based verification system
Aman Chahar,Shivangi Yadav,Ishan Nigam,Richa Singh,Mayank Vatsa +4 more
- pp 1-6
TLDR
This research proposes Leap Password; a novel approach for biometric authentication that consists of a string of successive gestures performed by the user during which physiological as well as behavioral information is captured.Abstract:
Recent developments in three-dimensional sensing devices has led to the proposal of a number of biometric modalities for non-critical scenarios. Leap Motion device has received attention from Vision and Biometrics community due to its high precision tracking. In this research, we propose Leap Password; a novel approach for biometric authentication. The Leap Password consists of a string of successive gestures performed by the user during which physiological as well as behavioral information is captured. The Conditional Mutual Information Maximization algorithm selects the optimal feature set from the extracted information. Match-score fusion is performed to reconcile information from multiple classifiers. Experiments are performed on the Leap Password Dataset, which consists of over 1700 samples obtained from 150 subjects. An accuracy of over 81% is achieved, which shows the effectiveness of the proposed approach.read more
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Posted Content
FMCode: A 3D In-the-Air Finger Motion Based User Login Framework for Gesture Interface.
Duo Lu,Dijiang Huang +1 more
TL;DR: This paper proposes a unified user login framework using 3D in-air-handwriting, called FMCode, which defines new types of features critical to distinguish legitimate users from attackers and utilize Support Vector Machine (SVM) for user authentication.
Posted Content
Emerging NUI-based Methods for User Authentication: A New Taxonomy and Survey
TL;DR: In this paper, a survey of point-of-entry (POE) user-device authentication mechanisms that employ natural user interaction is presented, and a set of security and usability evaluation criteria are proposed based on the Bonneau, Herley, Van Oorschot and Stajano framework.
Proceedings ArticleDOI
Biometric Authentication by Handwriting Using Leap Motion
Satoshi Kamaishi,Ryuya Uda +1 more
TL;DR: The best way for authentication is changeable biometrics authentication, where personal characteristics of tracks, speed and inclination of fingers are captured and used for the identification and they are information in biometric authentication.
Proceedings ArticleDOI
Comparison of dynamic biometrie security characteristics against other biometrics
TL;DR: The paper focuses on one type of dynamic biometry, authentication based on Gesture Recognition, and presents a proof of concept experiment, leading to the conclusion that in addition to providing one-step, two factor authentication, dynamic biometrics may provide privacy benefits in some circumstances.
Posted Content
FMHash: Deep Hashing of In-Air-Handwriting for User Identification
Duo Lu,Dijiang Huang,Anshul Rai +2 more
TL;DR: In this article, the authors proposed FMHash, a user identification framework that can generate a compact binary hash code from a piece of in-air-handwriting of an ID string.
References
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Microsoft Kinect Sensor and Its Effect
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