Information Extraction for Touch Free Biometric Authentication System from Large Databases using Deep Learning Algorithm
Dhanaraj Jadhav, Jaibir Singh · International Journal of Advanced Research in Science Communication and Technology · 2023
Users' privacy must be strictly protected because smartphones have become an essential tool for storing sensitive data. This may be performed by using the most accurate and trustworthy bio-metric authentication techniques available, like iris, voice, facial and fingerprints cognizance. This paper presents a way to develop and test biometric recognition system for smartphones. Touch-less biometric recognition system is an implementation of biometric verification and identification system on mobile phones that utilizes mobile phone cameras and microphone to acquire the biometrics of the user. Once the data is captured, they are pre-processed using standard pre-processing algorithm to obtain the skeleton. This is used to extract true minutiae eliminating all the false minutiae. The usage of mobile phones for biometric recognition makes it quite convenient and feasible for everyone. Also, touch-less system has a lot of advantages over touch-based ones and hence, they become a more popular choice.