2D/3D Image Data Analysis for Object Tracking and Classification
作者： Seyed Eghbal Ghobadi , Omar Edmond Loepprich , Oliver Lottner , Klaus Hartmann , Wolfgang Weihs
DOI: 10.1007/978-90-481-3177-8_1
关键词: 3d image 、 Computer vision 、 Robot control 、 Feature extraction 、 Computer science 、 Video tracking 、 Tracking (particle physics) 、 Tracking system 、 Artificial intelligence
摘要: Object tracking and classification is of utmost importance for different kinds applications in computer vision. In this chapter, we analyze 2D/3D image data to address solutions some aspects object classification. We conclude our work with a real time hand based robot control promising results application, even under challenging varying lighting conditions.
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O. Lottner, A. Sluiter, K. Hartmann, W. Weihs, Movement Artefacts in Range Images of Time-of-Flight Cameras international symposium on signals, circuits and systems. ,vol. 1, pp. 1- 4 ,(2007) , 10.1109/ISSCS.2007.4292665
O. Rogalla, M. Ehrenmann, R. Zollner, R. Becher, R. Dillmann, Using gesture and speech control for commanding a robot assistant robot and human interactive communication. pp. 454- 459 ,(2002) , 10.1109/ROMAN.2002.1045664
Tudor Ioan Cerlinca, Stefan Gheorghe Pentiuc, Radu Daniel Vatavu, Marius Cristian Cerlinca, Hand posture recognition for human-robot interaction Proceedings of the 2007 workshop on Multimodal interfaces in semantic interaction. pp. 47- 50 ,(2007) , 10.1145/1330572.1330580
A. Malima, E. Ozgur, M. Cetin, A Fast Algorithm for Vision-Based Hand Gesture Recognition for Robot Control signal processing and communications applications conference. pp. 1- 4 ,(2006) , 10.1109/SIU.2006.1659822
Yikai Fang, Kongqiao Wang, Jian Cheng, Hanqing Lu, A Real-Time Hand Gesture Recognition Method international conference on multimedia and expo. pp. 995- 998 ,(2007) , 10.1109/ICME.2007.4284820
P. Viola, M. Jones, Rapid object detection using a boosted cascade of simple features computer vision and pattern recognition. ,vol. 1, pp. 511- 518 ,(2001) , 10.1109/CVPR.2001.990517
S.B. Gokturk, H. Yalcin, C. Bamji, A Time-Of-Flight Depth Sensor - System Description, Issues and Solutions computer vision and pattern recognition. pp. 35- 35 ,(2004) , 10.1109/CVPR.2004.291
Seyed Ghobadi, Klaus Hartmann, Wolfgang Weihs, Chayakorn Netramai, Otmar Loffeld, Hubert Roth, Detection and Classification of Moving Objects-Stereo or Time-of-Flight Images computational intelligence and security. ,vol. 1, pp. 11- 16 ,(2006) , 10.1109/ICCIAS.2006.294082
Chieh-Chih Wang, Ko-Chih Wang, Hand posture recognition using adaboost with SIFT for human robot interaction Springer Berlin Heidelberg. pp. 317- 329 ,(2007) , 10.1007/978-3-540-76729-9_25