Face Verification Based on Local Binary Pattern Applied to Mobile Remote Surveillance System

• Main Authors: Hsu, Chao-Tsun, 徐兆村
• Other Authors: Chen, Yon-Ping
• Format: Others
• Language: en_US
• Published: 2013
• Online Access: http://ndltd.ncl.edu.tw/handle/vtdws5

碩士 === 國立交通大學 === 電控工程研究所 === 101 === This thesis develops a mobile remote surveillance system (MRSS) for users to watch a specific location via the wireless Internet. The aim is to design an App running on Android mobile devices to connect an operational server. The proposed MRSS adopts a PC-based operational server with fast calculating ability and large data capacity to fulfill the functions in remote surveillance and control, such as multimedia transmission through TCP protocol, access of user’s data, human face detection and verification and remote control of IP camera. To promote the level of personal privacy and information security, besides the password it is required to execute face verifications before the user watches the desired images. To increase the accuracy of face verification, this thesis develops an NN-Based face verification system which adopts the LBP operation to extract the face features. To demonstrate the performance of the MRSS system, the proposed Apps are executed on a SAMSUNG Galaxy SII phone and an Acer ICONIA Tab. Under the frame rate of 15 frames per second, the accuracy of human face verification is up to 95.77%.