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A Framework for Sign Language Recognition. Applying Support Vector Machines and Active Learning for Skin Segmentation and Boosted Temporal Sub-units for Recognition

Код 913207

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Аннотация к книге "A Framework for Sign Language Recognition. Applying Support Vector Machines and Active Learning for Skin Segmentation and Boosted Temporal Sub-units for Recognition"

This book describes new techniques that can be used in a sign language recognition (SLR) system, and more generally in human gesture systems. Any SLR system consists of three main components: Skin detector, Tracker, and Recognizer. The skin detector is responsible for segmenting skin objects like the face and hands from video frames. The tracker keeps track of the hand location (specifically the bounding box) and detects any occlusions that might happen between any skin objects. Finally, the...

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Издательство: Книга по требованию
Дата выхода: июль 2011
ISBN: 978-3-6391-2658-7
Объём: 172 страниц
Масса: 282 г
Размеры(высота, ширина, толщина), см: 23 x 16 x 1

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