Real-Time Single Camera Hand Gesture Recognition System for Remote Deaf-Blind Communication
| Autor: | Calogero Maria Oddo, Domenico Camboni, Marco Indaco, Marco Controzzi, Chiara Pintor, Giuseppe Airò Farulla, Alice Rita Salgarella, Christian Cipriani, Stefano Rosa, Daniele Pianu, Giorgio Micotti, Ludovico Orlando Russo |
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| Jazyk: | angličtina |
| Rok vydání: | 2014 |
| Předmět: |
Real-time Markerless Hand Tracking
Computer science business.industry Sign (semiotics) computer.software_genre law.invention Single camera Transmission (telecommunications) Haptic Interface Virtual machine law Gesture recognition Human–computer interaction Tactile Sign-Language Communication Real-time Markerless Hand Tracking Hand Gesture Recognition Tactile Sign-Language Communication Haptic Interface ComputingMilieux_COMPUTERSANDSOCIETY Computer vision Hand Gesture Recognition Artificial intelligence business computer Remote control Haptic technology |
| Zdroj: | First International Conference, AVR 2014, pp. 35–52, Lecce, 17-20/10/2014 info:cnr-pdr/source/autori:Giuseppe Airò Farulla, Ludovico Orlando Russo, Chiara Pintor, Daniele Pianu, Giorgio Micotti, Alice Rita Salgarella, Domenico Camboni, Marco Controzzi, Christian Cipriani, Calogero Maria Oddo, Stefano Rosa, Marco Indaco/congresso_nome:First International Conference, AVR 2014/congresso_luogo:Lecce/congresso_data:17-20%2F10%2F2014/anno:2014/pagina_da:35/pagina_a:52/intervallo_pagine:35–52 Lecture Notes in Computer Science ISBN: 9783319139685 AVR |
| Popis: | This paper presents a fast approach for marker-less Full-DOF hand tracking, leveraging only depth information from a single depth camera. This system can be useful in many applications, ranging from tele-presence to remote control of robotic actuators or interaction with 3D virtual environment. We applied the proposed technology to enable remote transmission of signs from Tactile Sing Languages (i.e., Sign Languages with Tactile feedbacks), allowing non-invasive remote communication not only among deaf-blind users, but also with deaf, blind and hearing with proficiency in Sign Languages. We show that our approach paves the way to a fluid and natural remote communication for deaf-blind people, up to now impossible. This system is a first prototype for the PARLOMA project, which aims at designing a remote communication system for deaf-blind people. |
| Databáze: | OpenAIRE |
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