Vikram, M.Anantharaman, A.Suhas, B.S.Ashwin, T.S.Guddeti, R.M.R.2026-02-062018INDICON 2018 - 15th IEEE India Council International Conference, 2018, Vol., , p. -https://doi.org/10.1109/INDICON45594.2018.8987184https://idr.nitk.ac.in/handle/123456789/31263Suspicious 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. © 2018 IEEE.Android appHome securityKinectPosture recognition