Touchscreen Everywhere: On Transferring a Normal Planar...

Touchscreen Everywhere:

On Transferring a Normal Planar

Surface to a Touch-Sensitive Display

Jingwen Dai

Postdoctoral Research Associate

University of North Carolina at Chapel Hill

dai@cs.unc.edu

Motivation

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Bigger Display Portability

VS.

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Motivation

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DLP Pico Projector

DC DV Mobile Phone

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~400mm Single Image 3D Action

Previews Works

Additional Sensors Light Touch (IR optical sensors)

Diamondtouch (capacitive sensor array)

Smartskin (mesh-shaped antenna)

Skinput (bio-acoustic sensing array)

LightSpace, Omnitouch (Kinect)

Computer Vision [Letessier2004] -- Fingertip tracking, not touching detection

[Kjeldsen2002, Hardenberg2001] -- Delay-based scheme

[Marshall2008] – Color change of the fingernail

[Song2007, PlayAnywhere2005] -- Shadow casted by finger

[Fitriani2007] -- Deformation on soft surface

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Overview

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Priors in Projector-Camera System

Geometric (Homography)

All these geometric priors can be derived through 2 projection-capture cycles in initialization stage.

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Embedding Codes into Video Projection

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R. Raskar, G. Welch, M. Cutts, A. Lake, L. Stesin, and H. Fuchs, “The office of the future”, SIGGRAPH98.

Embedded Pattern Design Strategy

Method Array Size Win. Size Alph. Length

[Morita 1988] 24 * 24 3 * 4 2

[Kiyasu 1995] 18 * 18 4 * 2 2

[Salvi 1998] 29 * 29 3 * 3 3

[Spoelder 2000] 65 * 63 2 * 3 2

[Albitar 2007] 27 * 29 3 * 3 3

[Desjardins 2007] 53 * 38 3 * 3 3

[Chen 2008] 82 * 82 3 * 3 7

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Summary of typical spatial coding methods

Constraints of Pattern Generation Code Uniqueness

Large Hamming Distance

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Hand Segmentation

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A

A

B

C

C

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Contrast Saliency

Region Discontinuity

Histogram-based Contrast Saliency

M. Cheng et al. Global contrast based salient region detection, CVPR2011.

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Mean-Shift Region Smoothing

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D. Comaniciu and P. Meer. Mean shift: A robust approach toward feature space analysis, IEEE Transactions on Pattern Analysis and Machine Intelligence, 24(5):603–619, 2002.

Precise Segmentation by Fusing

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CF > Δ

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Fingertip Detection

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Fingertip Candidates Detected Fingertips

Hand Contour Binary Hand Image

Touch Detection Through

Homography and Embedded Codes

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From Resistive Touch to Capacitive

Touch or Floating Touch

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Homology

Experiments – System Setup

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Experiments – System Initialization

Camera-Projector Homography Estimation

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Projected chessboard Captured image

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Experiments – System Initialization

Camera-Table Homography Estimation

Four Correspondences: C1 ~ O, C2 ~ Px, C3 ~ Py, C4 ~ Pxy

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Credit Card Captured image

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Experiments – Display Quality Evaluation

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Experiments – Hand Segmentation Accuracy

Evaluation

(a) Original Image

(b) Ground-truth

(c) Our Method

(d) SCM

(e) BkSub

(f) GB

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Experiments – Hand Segmentation Accuracy

Evaluation

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Experiments – Touch Accuracy Evaluation

More HD videos http://cs.unc.edu/~dai/Research/TouchEverywhere/TouchEverywhere.htm

Experiments – Touch Accuracy Evaluation

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Comparison with recent depth-camera sensing based methods

In [Wilson 2010], the informal observed spatial error of finger detection on planar surface was between 3-6 pixels In [Omni-Touch 2011], the FRR and FAR of finger click detection on four different surfaces were 0.8% and 3.3%.

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Experiments – Trajectory Tracking

Evaluation

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Experiments – Multi-Touch Evaluation

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Experiments – Efficiency Evaluation

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Subroutine Hand Seg.

FTip Loc.

Touch Det.

Total

Time (ms/frame) 14.63 1.32 1.74 17.69

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Summary

Using only off-the-shelf devices

Precise hand segmentation in PROCAMS

Achieving 3D sensing without explicit 3D reconstruction

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Related Publications Conference paper [1] J. Dai and R. Chung, Making Any Planar Surface into a Touch-sensitive Display by a Mere Projector and Camera, In Proc. of 9th IEEE International Workshop on Projector–Camera Systems (PROCAMS2012), pages 35-42, 2012.

[2] J. Dai and R. Chung, Combining Contrast Saliency and Region Discontinuity for Precise Hand Segmentation in Projector-Camera System, In Proc. of The 21st International Conference on Pattern Recognition (ICPR’12), pages 2161-2164, 2012.

Journal paper [3] J. Dai and R. Chung, Touchscreen Everywhere: On Transferring a Normal Planar Surface to a Touch-Sensitive Display, Submitted to IEEE Trans. on System, Man and Cybernetics (TSMC-B), November 2012. (under 2nd round review)

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http://cs.unc.edu/~dai/Publications/Publications.htm

THANK YOU!!

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