DocumentCode :
681668
Title :
Super-resolution sparse projected capacitive multitouch sensing
Author :
Yaghoobi, Mehrdad ; McLaughlin, Steve ; Davies, Mike E.
Author_Institution :
Inst. for Digital Commun., Univ. of Edinburgh, Edinburgh, UK
fYear :
2013
fDate :
2-3 Dec. 2013
Firstpage :
1
Lastpage :
6
Abstract :
The resolution of capacitive touch sensors is not sufficient for some sensing applications. The coarse resolution of a sensor with a regular grid is limited by the half distance between two adjacent layer-crossovers. Increasing the density of such layer-crossovers, improves the resolution of touch signals. While this technique needs some modification in the hardware, it does not necessarily guarantee that the corresponding estimated touch locations are more accurate. We explore the problem of resolution enhancement for the multitouch sensors here, using the sparsity pattern of the touch signals. This is called the super-resolution as the goal is to enhance the sensor resolution, while not changing the sensing hardware, and only incorporates some prior information about the input. The super-resolution problem can be computationally very costly. The aim is to present a rather simple algorithm to run in the real-time. This has been achieved by exploiting a structured sparse representation, which allows a computationally simple superresolution algorithm.
Keywords :
capacitive sensors; image enhancement; image representation; image resolution; tactile sensors; adjacent layer-crossovers; capacitive touch sensors; coarse resolution; multitouch sensors; projected capacitive multitouch sensing; regular grid; resolution enhancement; sensing hardware; sparsity pattern; structured sparse representation; super-resolution sparse multitouch sensing; touch locations; touch signals; Multitouch; Sparse Signal Models; Structured Sparse Signals; Super-resolution; Touchscreens;
fLanguage :
English
Publisher :
iet
Conference_Titel :
Intelligent Signal Processing Conference 2013 (ISP 2013), IET
Conference_Location :
London
Electronic_ISBN :
978-1-84919-774-8
Type :
conf
DOI :
10.1049/cp.2013.2041
Filename :
6740490
Link To Document :
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