Robust vision-based hand tracking using single camera for ubiquitous 3D gesture interaction

Sergio Rodriguez; Artzai Picon; Aritz Villodas

doi:10.1109/3DUI.2010.5444702

Robust vision-based hand tracking using single camera for ubiquitous 3D gesture interaction

Sergio Rodriguez, Artzai Picon, Aritz Villodas

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

10 Citations (Scopus)

Abstract

Along History, the gestures have been one of the most natural interaction methods of the Human Being. This work proposes a novel 3D interaction technique based on computer vision for human-computer gesture interaction. The main contribution to the interaction field is that this technique implements and improves on-the-edge computer vision algorithms offering a low cost solution providing robustness against scenario and user diversity. Thanks to these characteristics, this system allows the humancomputer ubiquitous interaction in a robust way.

Original language	English
Title of host publication	3DUI 2010 - IEEE Symposium on 3D User Interfaces 2010, Proceedings
Pages	135-136
Number of pages	2
DOIs	https://doi.org/10.1109/3DUI.2010.5444702
Publication status	Published - 2010
Event	IEEE Symposium on 3D User Interfaces 2010, 3DUI 2010 - Waltham, MA, United States Duration: 20 Mar 2010 → 21 Mar 2010

Publication series

Name	3DUI 2010 - IEEE Symposium on 3D User Interfaces 2010, Proceedings

Conference

Conference	IEEE Symposium on 3D User Interfaces 2010, 3DUI 2010
Country/Territory	United States
City	Waltham, MA
Period	20/03/10 → 21/03/10

Keywords

Adaboost
Computer vision
I.4.8 [Image Processing and Computer Vision]: Scene Analysis - Depth cues
I.4.8 [Image Processing and Computer Vision]: Scene Analysis - Object recognition
I.4.8 [Image Processing and Computer Vision]: Scene Analysis - Shape
I.4.8 [Image Processing and Computer Vision]: Scene Analysis - Tracking
Kalman filter
User interaction

Access to Document

10.1109/3DUI.2010.5444702

Cite this

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title = "Robust vision-based hand tracking using single camera for ubiquitous 3D gesture interaction",

abstract = "Along History, the gestures have been one of the most natural interaction methods of the Human Being. This work proposes a novel 3D interaction technique based on computer vision for human-computer gesture interaction. The main contribution to the interaction field is that this technique implements and improves on-the-edge computer vision algorithms offering a low cost solution providing robustness against scenario and user diversity. Thanks to these characteristics, this system allows the humancomputer ubiquitous interaction in a robust way.",

keywords = "Adaboost, Computer vision, I.4.8 [Image Processing and Computer Vision]: Scene Analysis - Depth cues, I.4.8 [Image Processing and Computer Vision]: Scene Analysis - Object recognition, I.4.8 [Image Processing and Computer Vision]: Scene Analysis - Shape, I.4.8 [Image Processing and Computer Vision]: Scene Analysis - Tracking, Kalman filter, User interaction",

author = "Sergio Rodriguez and Artzai Picon and Aritz Villodas",

year = "2010",

doi = "10.1109/3DUI.2010.5444702",

language = "English",

isbn = "9781424468447",

series = "3DUI 2010 - IEEE Symposium on 3D User Interfaces 2010, Proceedings",

pages = "135--136",

booktitle = "3DUI 2010 - IEEE Symposium on 3D User Interfaces 2010, Proceedings",

note = "IEEE Symposium on 3D User Interfaces 2010, 3DUI 2010 ; Conference date: 20-03-2010 Through 21-03-2010",

}

Rodriguez, S, Picon, A & Villodas, A 2010, Robust vision-based hand tracking using single camera for ubiquitous 3D gesture interaction. in 3DUI 2010 - IEEE Symposium on 3D User Interfaces 2010, Proceedings., 5444702, 3DUI 2010 - IEEE Symposium on 3D User Interfaces 2010, Proceedings, pp. 135-136, IEEE Symposium on 3D User Interfaces 2010, 3DUI 2010, Waltham, MA, United States, 20/03/10. https://doi.org/10.1109/3DUI.2010.5444702

Robust vision-based hand tracking using single camera for ubiquitous 3D gesture interaction. / Rodriguez, Sergio; Picon, Artzai ; Villodas, Aritz.
3DUI 2010 - IEEE Symposium on 3D User Interfaces 2010, Proceedings. 2010. p. 135-136 5444702 (3DUI 2010 - IEEE Symposium on 3D User Interfaces 2010, Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Robust vision-based hand tracking using single camera for ubiquitous 3D gesture interaction

AU - Rodriguez, Sergio

AU - Picon, Artzai

AU - Villodas, Aritz

PY - 2010

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N2 - Along History, the gestures have been one of the most natural interaction methods of the Human Being. This work proposes a novel 3D interaction technique based on computer vision for human-computer gesture interaction. The main contribution to the interaction field is that this technique implements and improves on-the-edge computer vision algorithms offering a low cost solution providing robustness against scenario and user diversity. Thanks to these characteristics, this system allows the humancomputer ubiquitous interaction in a robust way.

AB - Along History, the gestures have been one of the most natural interaction methods of the Human Being. This work proposes a novel 3D interaction technique based on computer vision for human-computer gesture interaction. The main contribution to the interaction field is that this technique implements and improves on-the-edge computer vision algorithms offering a low cost solution providing robustness against scenario and user diversity. Thanks to these characteristics, this system allows the humancomputer ubiquitous interaction in a robust way.

KW - Adaboost

KW - Computer vision

KW - I.4.8 [Image Processing and Computer Vision]: Scene Analysis - Depth cues

KW - I.4.8 [Image Processing and Computer Vision]: Scene Analysis - Object recognition

KW - I.4.8 [Image Processing and Computer Vision]: Scene Analysis - Shape

KW - I.4.8 [Image Processing and Computer Vision]: Scene Analysis - Tracking

KW - Kalman filter

KW - User interaction

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U2 - 10.1109/3DUI.2010.5444702

DO - 10.1109/3DUI.2010.5444702

M3 - Conference contribution

AN - SCOPUS:77953045637

SN - 9781424468447

T3 - 3DUI 2010 - IEEE Symposium on 3D User Interfaces 2010, Proceedings

SP - 135

EP - 136

BT - 3DUI 2010 - IEEE Symposium on 3D User Interfaces 2010, Proceedings

T2 - IEEE Symposium on 3D User Interfaces 2010, 3DUI 2010

Y2 - 20 March 2010 through 21 March 2010

ER -

Robust vision-based hand tracking using single camera for ubiquitous 3D gesture interaction

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Keywords

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