Full text
|
PDF
- Requires a PDF viewer, such as GSview, Xpdf or Adobe Acrobat Reader
Download (1MB) | Preview |
Mantecón del Valle, Tomás and Mantecón Jené, Ana and Blanco Adán, Carlos Roberto del and Jaureguizar Núñez, Fernando and García Santos, Narciso (2015). Hand-gesture-based human-machine interface system using compressive sensing. In: "International Symposium on Consumer Electronics (ISCE 2015)", 24/06/2015 - 26/06/2015, Madrid, Spain. pp. 1-2. https://doi.org/10.1109/ISCE.2015.7177828.
Title: | Hand-gesture-based human-machine interface system using compressive sensing |
---|---|
Author/s: |
|
Item Type: | Presentation at Congress or Conference (Article) |
Event Title: | International Symposium on Consumer Electronics (ISCE 2015) |
Event Dates: | 24/06/2015 - 26/06/2015 |
Event Location: | Madrid, Spain |
Title of Book: | International Symposium on Consumer Electronics (ISCE 2015) |
Date: | 2015 |
Subjects: | |
Freetext Keywords: | SVM, DLQP, LBP, Compressive Sensing, gesture recognition, human-machine interface |
Faculty: | E.T.S.I. Telecomunicación (UPM) |
Department: | Señales, Sistemas y Radiocomunicaciones |
Creative Commons Licenses: | Recognition - No derivative works - Non commercial |
|
PDF
- Requires a PDF viewer, such as GSview, Xpdf or Adobe Acrobat Reader
Download (1MB) | Preview |
A novel and robust vision-based human-machine interface system to naturally interact with computers/smart devices is proposed. The key contribution is the introduction of a Compressive Sensing technique to largely reduce the dimensionality of highly discriminative feature descriptors (computed from depth imagery), which originally have an excessive and inoperative high dimension to be applied to a Support Vector Machine based classifier. The experimental results prove the appropriateness of this approach for the proposed system.
Type | Code | Acronym | Leader | Title |
---|---|---|---|---|
Government of Spain | TEC2010-20412 | Enhanced 3DTV | Ministerio de Economía y Competitividad | Unspecified |
Government of Spain | TEC2013-48453 | MR-UHDTV | Ministerio de Economía y Competitividad | Unspecified |
Item ID: | 42764 |
---|---|
DC Identifier: | http://oa.upm.es/42764/ |
OAI Identifier: | oai:oa.upm.es:42764 |
DOI: | 10.1109/ISCE.2015.7177828 |
Deposited by: | Memoria Investigacion |
Deposited on: | 17 Jul 2016 07:21 |
Last Modified: | 17 Jul 2016 07:30 |