DeepAI AI Chat
Log In Sign Up

A Novel Contactless Human Machine Interface based on Machine Learning

07/09/2019
by   Frederic Magoules, et al.
0

This paper describes a global framework that enables contactless human machine interaction using computer vision and machine learning techniques. The main originality of our framework is that only a very simple image acquisition device, as a computer camera, is sufficient to establish a rich human machine interaction as traditional devices such as mouse or keyboard. This framework is based on well known computer vision techniques and efficient machine learning techniques are used to detect and track user hand gestures so the end user can control his computer using virtual interfaces with very simple gestures.

READ FULL TEXT

page 3

page 5

07/09/2019

GPU Accelerated Contactless Human Machine Interface for Driving Car

In this paper we present an original contactless human machine interface...
02/08/2012

Personalised product design using virtual interactive techniques

Use of Virtual Interactive Techniques for personalized product design is...
06/08/2017

OrbTouch: Recognizing Human Touch in Deformable Interfaces with Deep Neural Networks

User interfaces provide an interactive window between physical and virtu...
12/01/2020

Strike on Stage: a percussion and media performance

This paper describes Strike on Stage, an interface and corresponding aud...
03/02/2021

Natural interaction with traffic control cameras through multimodal interfaces

Human-Computer Interfaces have always played a fundamental role in usabi...
11/27/2018

Using Computer Vision Techniques for Moving Poster Design

Graphic Design encompasses a wide range of activities from the design of...
08/08/2020

A novel hand-held interface supporting the self-management of Type 1 diabetes

The paper describes the interaction design of a hand-held interface supp...