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Human-Machine Interaction By Tracking Hand Movements

  • Kartonierter Einband
  • 220 Seiten
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The vision-based hand tracking and gesture recognition is an extremely challenging problem due to the intricate nature of hand ges... Weiterlesen
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Beschreibung

The vision-based hand tracking and gesture recognition is an extremely challenging problem due to the intricate nature of hand gestures this is a reason that available computer vision algorithms are computationally complex. In this research work a new methodology for 3D human hand gestures detection and recognition is proposed, which can be used for natural and intuitive human-computer interaction and other robotic systems. The proposed method based on morphology approaches to solve the problem of human hand tracking and gesture recognition of 3D objects from a single silhouette image. This new proposed method was applied and tested on the simulated Manipulated Robotic System (UniMAP Robot Manipulator Simulation System) that allows this robotic system to act as an intelligent system to track a human hand in 3D space and estimate its orientation and position in real time with the goal of ultimately using the algorithm with a robotic spherical wrist system. During experiment, there was no need for continuous camera calibration, experimental result shows that proposed method is a robust, unlike other approaches that use costly leaning functions or generalization methods.

Autorentext

PhD, Mechatronic Eng. Senior Lecturer for HND(BTEC - Edexcel, UK) & affil. by Sharjah Instit. of Tech., Uni. of Sharjah & Ittihad Uni. UAE (2002-2012). Academic Qualif.; GCE Sci. & Tech.(Uni. of London, UK), B.Eng.(RNEC, UK), MSc Electronics Eng. (USTO, Algeria), MSc & PhD Busi. Admin., Mexico) & PhD Mechatronic Eng., (UniMAP), Malaysia.

Produktinformationen

Titel: Human-Machine Interaction By Tracking Hand Movements
Untertitel: Novel Approach - Using Morphology Technique
Autor:
EAN: 9783659380327
ISBN: 978-3-659-38032-7
Format: Kartonierter Einband
Genre: Wärme- und Energietechnik
Anzahl Seiten: 220
Gewicht: g
Größe: H220mm x B220mm x T150mm