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Advances in Intelligent Analysis of Medical Data and by Abdel-Badeeh M. Salem (auth.), Roumen Kountchev, Barna

By Abdel-Badeeh M. Salem (auth.), Roumen Kountchev, Barna Iantovics (eds.)

This quantity is as a result the fruitful and bright discussions in the course of the MedDecSup'2012 foreign Workshop bringing jointly a appropriate physique of information, and new advancements within the more and more vital box of clinical informatics. This rigorously edited ebook offers new principles aimed toward the advance of clever processing of assorted sorts of scientific info and the perfection of the modern computers for scientific selection help. The ebook offers advances of the clinical details structures for clever archiving, processing, research and search-by-content to be able to increase the standard of the clinical providers for each sufferer and of the worldwide healthcare approach. The publication combines in a synergistic approach theoretical advancements with the practicability of the methods constructed and provides the final advancements and achievements in scientific informatics to a wide diversity of readers: engineers, mathematicians, physicians, and PhD scholars.

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37(3), 311–324 (2007) 2. : A Unified Framework for Gesture Recognition and Spatio-temporal Gesture Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 31(9), 1685–1699 (2009) 3. : Model-based Segmentation and Recognition of Dynamic Gestures in Continuous video streams. Pattern Recognition 44, 1614–1628 (2011) Visual System of Sign Alphabet Learning for Poorly-Hearing Children 39 4. : Segmentation and Recognition of Continuous Gestures. In: Int. Conf. , vol. 1, pp. I365–I368 (2007) 5. : Large-vocabulary Continuous Sign Language Recognition Based on Transition-movement Models.

The HMM-based approach for dynamic hand gestures in video sequences was proposed in [9]. The output scores of every HMM are continuously observed at every time step using an improved normalized Viterbi algorithm which increased the output score of an HMM: peaks in the output scores of the respective models indicated the presence of gestures. Lee et al. [10] proposed a HMM-based threshold model for end points of gesture recognition using matched gesture patterns. The likelihood of all Gesture Models and the threshold models is calculated for candidate end points consideration.

The determined parameters of signs classification are situated in Table 1. Fig. 2. The Russian sign alphabet (arrows are pointed the directions of motion) Visual System of Sign Alphabet Learning for Poorly-Hearing Children 29 The main features such as fingers position and orientation, position of hand skewing, inner closed contour, shifting hand motion, and number of separated fingers were chosen for building of classification rules. Each feature is coded as normalized parameter into previously determined values interval.

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