منابع مشابه
Sign Language Recognition and Translation with Kinect
Sign language (SL) recognition, although has been explored for many years, is still a challenging problem for real practice. The complex background and illumination conditions affect the hand tracking and make the SL recognition very difficult. Fortunately, Kinect is able to provide depth and color data simultaneously, based on which the hand and body action can be tracked more accurate and eas...
متن کاملSign Language Recognition Using Kinect
An open source framework for general gesture recognition is presented and tested with isolated signs of sign language. Other than common systems for sign language recognition, this framework makes use of Kinect, a depth camera which makes real-time 3D-reconstruction easily applicable. Recognition is done using hidden Markov models with a continuous observation density. The framework also o ers ...
متن کاملHand in Hand: Automatic Sign Language to English Translation
In this paper, we describe the first data-driven automatic sign-languageto-speech translation system. While both sign language (SL) recognition and translation techniques exist, both use an intermediate notation system not directly intelligible for untrained users. We combine a SL recognizing framework with a state-of-the-art phrase-based machine translation (MT) system, using corpora of both A...
متن کاملEfficient model-based 3D tracking of hand articulations using Kinect
We present a novel solution to the problem of recovering and tracking the 3D position, orientation and full articulation of a human hand from markerless visual observations obtained by a Kinect sensor. We treat this as an optimization problem, seeking for the hand model parameters that minimize the discrepancy between the appearance and 3D structure of hypothesized instances of a hand model and...
متن کاملReal-Time Speed Detection of Hand Gesture using Kinect
In human-computer interaction (HCI), hand gestures provide an interactive natural communication between human and machines. Specifically, the visual interpretation of hand gestures will improve the usability, efficiency and quality of HCI. Recently, researchers are more interested in exploring computer vision-based analysis and interpretation of hand gestures, especially after the release of Mi...
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ژورنال
عنوان ژورنال: Journal of IKEEE
سال: 2014
ISSN: 1226-7244
DOI: 10.7471/ikeee.2014.18.2.291