Kinect Based Suspicious Posture Recognition for Real-Time Home Security Applications

Autor: T. S. Ashwin, Ram Mohana Reddy Guddeti, Aditya Anantharaman, Suhas Bs, Mandikal Vikram
Rok vydání: 2018
Předmět:
Zdroj: 2018 15th IEEE India Council International Conference (INDICON).
DOI: 10.1109/indicon45594.2018.8987184
Popis: Suspicious posture recognition is a paramount task with numerous applications in everyday life. We explore one such application in real-time home security using the Microsoft Kinect depth camera. We propose a novel method where the remote device itself detects the suspicious activity. The server is alerted by the remote device in case of a suspicious activity which further alerts the home owners immediately. We show that our method, works in real-time, is robust towards changing lighting conditions and the computations happen on the remote device itself which makes it suitable for real-time home security.
Databáze: OpenAIRE