Title :
Virtual keyboard for head mounted display-based wearable devices
Author :
Ming-Wei Chang ; Tzi-cker Chiueh ; Chia-Ming Chang
Author_Institution :
Ind. Technol. Res. Inst., Hsinchu, Taiwan
Abstract :
Wearable devices eliminate the need of physically taking out a mobile device before operating on it and are emerging as the next wave of mobile systems. Head-mounted display (HMD) is a key building block of wearable devices, and offers users immediate access to relevant information in a glance. However, most existing user input mechanisms accompanying HMDs are designed for interactive information exploration rather than for extended text entry. This paper describes the design, implementation and evaluation of a text input system for HMDs called Air Typing, which requires only a standard camera and is shown to be comparable in effectiveness to single-hand text input on tablet computers in a lab setting. Air Typing features a novel two-level virtual keyword layout, which substantially improves the typing speed by cutting down unnecessary hand movements during typing and greatly simplifies the associated image processing task by doing away with fine-grained matching between fingertips and keys. The current Air Typing prototype incorporates an OpenCV-based virtual key press detection algorithm that runs on the featured two-level virtual keyboard. In our tests, an experienced user´s typing speeds of one-hand text input and of two-hand text input under Air Typing are 13 and 15 words per minute (WPM), respectively.
Keywords :
cameras; feature extraction; gesture recognition; helmet mounted displays; image matching; keyboards; mobile handsets; notebook computers; HMD; OpenCV-based virtual key press detection algorithm; air typing prototype; extended text entry; featured two-level virtual keyboard; fine-grained matching; head mounted display-based wearable devices; image processing task; interactive information exploration; mobile device; mobile systems; one-hand text input; single-hand text input system; tablet computers; two-hand text input; two-level virtual keyword layout; user typing speeds; Engines; Keyboards; Layout; Presses; Skin; Thumb; Head mounted display; fingertip detection and tracking; hand tracking; keyboard layout; typing in air; virtual keyboard;
Conference_Titel :
Parallel and Distributed Systems (ICPADS), 2014 20th IEEE International Conference on
DOI :
10.1109/PADSW.2014.7097812