Skinput Sensor Waveforms
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Skinput is an input technology that uses bio-acoustic sensing to localize finger taps on the skin. When augmented with a
pico-projector A handheld projector (also known as a pocket projector, mobile projector, pico projector or mini beamer) is an image projector in a handheld device. It was developed as a computer display device for compact portable devices such as mobile ...
, the device can provide a direct manipulation, graphical user interface on the body. The technology was developed by , Chris Harrison], Desne Tanl and Dan Morris, at
Microsoft Research Microsoft Research (MSR) is the research subsidiary of Microsoft. It was created in 1991 by Richard Rashid, Bill Gates and Nathan Myhrvold with the intent to advance state-of-the-art computing and solve difficult world problems through technologi ...
's Computational User Experiences Group. Skinput represents one way to decouple input from electronic devices with the aim of allowing devices to become smaller without simultaneously shrinking the surface area on which input can be performed. While other systems, like
SixthSense SixthSense is a gesture-based wearable computer system developed at MIT Media Lab by Steve Mann in 1994 and 1997 (headworn gestural interface), and 1998 (neckworn version), and further developed by Pranav Mistry (also at MIT Media Lab), in 200 ...
have attempted this with computer vision, Skinput employs acoustics, which take advantage of the human body's natural sound conductive properties (e.g., bone conduction). This allows the body to be annexed as an input surface without the need for the skin to be invasively instrumented with sensors, tracking markers, or other items. Microsoft has not commented on the future of the projects, other than it is under active development. In 2010, it was reported that this would not appear in commercial devices for at least 2 years.


Operation

Skinput has been publicly demonstrated as an armband, which sits on the
biceps The biceps or biceps brachii ( la, musculus biceps brachii, "two-headed muscle of the arm") is a large muscle that lies on the front of the upper arm between the shoulder and the elbow. Both heads of the muscle arise on the scapula and join ...
. This prototype contains ten small cantilevered Piezo elements configured to be highly resonant, sensitive to frequencies between 25 and 78 Hz. This configuration acts like a mechanical
Fast Fourier transform A fast Fourier transform (FFT) is an algorithm that computes the discrete Fourier transform (DFT) of a sequence, or its inverse (IDFT). Fourier analysis converts a signal from its original domain (often time or space) to a representation in th ...
and provides extreme out-of-band noise suppression, allowing the system to function even while the user is in motion. From the upper arm, the sensors can localize finger taps provided to any part of the arm, all the way down to the finger tips, with accuracies in excess of 90% (as high as 96% for five input locations). Classification is driven by a
support vector machine In machine learning, support vector machines (SVMs, also support vector networks) are supervised learning models with associated learning algorithms that analyze data for classification and regression analysis. Developed at AT&T Bell Laboratorie ...
using a series of time-independent acoustic features that act like a fingerprint. Like speech recognition systems, the Skinput recognition engine must be trained on the "sound" of each input location before use. After training, locations can be bound to interactive functions, such as pause/play song, increase/decrease music volume, speed dial, and menu navigation. With the addition of a pico-projector to the armband, Skinput allows users to interact with a graphical user interface displayed directly on the skin. This enables several interaction modalities, including button-based hierarchical navigation, list-based sliding navigation (similar to an iPod/SmartPhone/MID), text/number entry (e.g., telephone number keypad), and gaming (e.g., Tetris, Frogger)


Demonstrations

Despite being a Microsoft Research internal project, Skinput has been demonstrated publicly several times. The first public appearance was at Microsoft's
TechFest Techfest is the annual science and technology festival of Indian Institute of Technology Bombay, consisting of social initiatives and outreach programs throughout the year. Started in 1998 with the aim of providing a platform for the Indian st ...
2010, where the recognition model was trained live on stage, during the presentation, followed by an interactive walkthrough of a simple mobile application with four modes: music player, email inbox, Tetris, and voice mail. A similar live demo was given at the ACM CHI 2010 conference, where the academic paper received a "Best Paper" award. Attendees were allowed to try the system. Numerous media outlets have covered the technology, with several featuring live demos.


References

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External links


ACM Digital Library - Skinput: appropriating the body as an input surface
Computing input devices