Published Paper Details:

: Human-computer communication (HCI) has been one of the major advancements in the development of technology as a new means of communication between humans and computers in today's world. Several new interactive methods, such as Sign and speech recognition, visual analysis, virtual reality, touch-free writing, brain activity have come out in recent years to achieve this goal. We need an alternative means to control computers and the technology needs to be robust so that it can be scaled on bigger boundaries. So, the proposed algorithm develops an alternative input means which can be useful in real time applications to control the daily computer activities like controlling media player, web browser, file manager, PowerPoint presentations and also for playing games through different gesture commands using a simple web camera. The main aim is to study and analyze the use of gesture recognition techniques for embedded systems by proposing a new model based on neural networks such as 2D and 3D CNNs able to perform gesture control using a simple web camera without any additional expensive hardware.