Luận văn thạc sĩ VNU UET hand gesture recognition for intelligent presentation, nhận dạng cử chỉ tay cho thuyết trình thông minh 01001
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Luận văn thạc sĩ VNU UET hand gesture recognition for intelligent presentation, nhận dạng cử chỉ tay cho thuyết trình thông minh 01001
VIETNAM NATIONAL UNIVERSITY, HANOI UNIVERSITY OF ENGINEERING AND TECHNOLOGYTRAN NGUYEN LEHAND GESTURE RECOGNITION FOR INTELLIGENT PRESENTATIONMASTER T Luận văn thạc sĩ VNU UET hand gesture recognition for intelligent presentation, nhận dạng cử chỉ tay cho thuyết trình thông minh 01001 THESIS OF COMPUTER SCIENCEHanoi - 2015XTETNAM NATIONAL UNIVERSITY, HANOI UNIX ERSITY OF ENGINEERING AND TECHNOLOGYTRAM NGUYEN LEHAND GESTURE RECOGNITION FOR INTELLIGENT PRESENTATIONMajor : Computer ScienceCode : 60480101MASTER THESIS OF COMPUTER SCIENCESUPERVISOR: Dr. I.e Thanh IlaHanoi - 2015AUTHOR Luận văn thạc sĩ VNU UET hand gesture recognition for intelligent presentation, nhận dạng cử chỉ tay cho thuyết trình thông minh 01001 SHIP"Ỉ hereby declare that the work contained in this thesis is o f my own and has not been previously submitted for a degree or diploma at this or anLuận văn thạc sĩ VNU UET hand gesture recognition for intelligent presentation, nhận dạng cử chỉ tay cho thuyết trình thông minh 01001
y other higher education institution. To the best of my knowledge and belief the thesis contains no materials previously published or written by anothVIETNAM NATIONAL UNIVERSITY, HANOI UNIVERSITY OF ENGINEERING AND TECHNOLOGYTRAN NGUYEN LEHAND GESTURE RECOGNITION FOR INTELLIGENT PRESENTATIONMASTER T Luận văn thạc sĩ VNU UET hand gesture recognition for intelligent presentation, nhận dạng cử chỉ tay cho thuyết trình thông minh 01001 at the thesis in its current form is ready for committee examination as a requirement for the Master of Computer Science degree al the University of Engineering and Technology. ”Signature:.............................................ACKNOWLEDGEMENTI would like to express my sincere gratitude to my a Luận văn thạc sĩ VNU UET hand gesture recognition for intelligent presentation, nhận dạng cử chỉ tay cho thuyết trình thông minh 01001 dvisor Dr. Le Thanh Ha. University of Engineering and Technology. Vietnam National University. Hanoi for his enthusiastic guidance, warm encouragementLuận văn thạc sĩ VNU UET hand gesture recognition for intelligent presentation, nhận dạng cử chỉ tay cho thuyết trình thông minh 01001
and useful research experiences. I am grateful to thank all the teachers of University of Engineering and Technology. VNU for their extremely valuablVIETNAM NATIONAL UNIVERSITY, HANOI UNIVERSITY OF ENGINEERING AND TECHNOLOGYTRAN NGUYEN LEHAND GESTURE RECOGNITION FOR INTELLIGENT PRESENTATIONMASTER T Luận văn thạc sĩ VNU UET hand gesture recognition for intelligent presentation, nhận dạng cử chỉ tay cho thuyết trình thông minh 01001 ratory for their helpful discussions about my research topic. I sincerely acknowledge the basic research projects in natural science in 2012 of the National Foundation for Science & Technology Development (Nafosted). Vietnam (102.01-2012.36. Coding and communication of multiview video plus depth for Luận văn thạc sĩ VNU UET hand gesture recognition for intelligent presentation, nhận dạng cử chỉ tay cho thuyết trình thông minh 01001 3D Television Systems) for supporting finance to my master study. Last, but not least, my family is really the biggest motivation behind me. I wouldLuận văn thạc sĩ VNU UET hand gesture recognition for intelligent presentation, nhận dạng cử chỉ tay cho thuyết trình thông minh 01001
like to thank my parents and my brother for supporting me spiritually throughout writing this thesis. I would like to send them my gratefulness and loVIETNAM NATIONAL UNIVERSITY, HANOI UNIVERSITY OF ENGINEERING AND TECHNOLOGYTRAN NGUYEN LEHAND GESTURE RECOGNITION FOR INTELLIGENT PRESENTATIONMASTER T Luận văn thạc sĩ VNU UET hand gesture recognition for intelligent presentation, nhận dạng cử chỉ tay cho thuyết trình thông minh 01001 presents a contour based hand gesture recognition solution for presentation control using depth image data. In this work, a motion-based algorithm is used to detect and track human hand. Then, the hand contours are extracted and described by illumination-, rotation- and scale-invariant feature vecto Luận văn thạc sĩ VNU UET hand gesture recognition for intelligent presentation, nhận dạng cử chỉ tay cho thuyết trình thông minh 01001 rs. After that, logistic regression and multilayer perceptron classifiers are employed for hand posture and dynamic hand gesture recognition respectivLuận văn thạc sĩ VNU UET hand gesture recognition for intelligent presentation, nhận dạng cử chỉ tay cho thuyết trình thông minh 01001
ely. Finally, in the application of presentation control, two recognized gestures are used to move forward to the next slide or backward to the precedVIETNAM NATIONAL UNIVERSITY, HANOI UNIVERSITY OF ENGINEERING AND TECHNOLOGYTRAN NGUYEN LEHAND GESTURE RECOGNITION FOR INTELLIGENT PRESENTATIONMASTER T Luận văn thạc sĩ VNU UET hand gesture recognition for intelligent presentation, nhận dạng cử chỉ tay cho thuyết trình thông minh 01001 werPoint slides in real-time.Keywords: hand gesture, recognition, intelligent presentation, depth image.viVIETNAM NATIONAL UNIVERSITY, HANOI UNIVERSITY OF ENGINEERING AND TECHNOLOGYTRAN NGUYEN LEHAND GESTURE RECOGNITION FOR INTELLIGENT PRESENTATIONMASTER TGọi ngay
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