New gait recognition method using Kinect stick figure and CBIR

2012 20th Telecommunications Forum, TELFOR 2012 - Proceedings

Volumn , Issue , 2012, Pages 1323-1326

  Milovanovic, Milos ^a   Minovic, Miroslav ^a   Starcevic, Dusan ^a  

^a UNIVERSITY OF BELGRADE   (Serbia)

Author keywords

biometrics; CBIR; Gait recognition; Kinect

Indexed keywords

CBIR; CONTENT BASED IMAGE RETRIEVAL; EVALUATION STUDY; GAIT RECOGNITION; HUMAN GAIT RECOGNITION; HUMAN INTERACTIONS; HUMAN WALK; IMAGE COMPARISON; KINECT; MICROSOFT KINECT; NEW APPROACHES; RECOGNITION PROCESS; STILL IMAGES;

BIOMETRICS;

GAIT ANALYSIS;

EID: 84874146029     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/TELFOR.2012.6419460     Document Type: Conference Paper

References (14)

1. A. S. Lie, S. Enokida, T. Wada and T. Ejima, "Magnitude and phase spectra of foot motion for gait recognition," Proc. 11th Int. Conf. on Computer Analysis of Images and Patterns (CAIP'05), eds. A. Gagalowicz and W. Philips, Springer-Verlag, Berlin, Heidelberg, 2005, pp. 390-397.
2. D. Kim, G. Pradhan and B. Prabhakaran, "Analyzing coordination of upper and lower extremities in human gait," Proc. 4th Int. Conf. on Body Area Networks (BodyNets '09), ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering), ICST, Brussels, Belgium, Belgium, 2009, Article 3, 7pages.
3. th Int. Conf. on Rough set and knowledge technology (RSKT'10), eds. J. Yu, S. Greco, P. Lingras, G. Wang and A. Skowron, Springer-Verlag, Berlin, Heidelberg, 2010, pp. 395-402.
4. th Int. Conf. on Automatic face and gesture recognition (FGR' 04), IEEE Computer Society, Washington, DC, USA, 2004, pp. 139-144.
5. J. K. Aggarwal and Q. Cai, "Human motion analysis: a review," Comput. Vis. Image Underst, 73, 3 (1999) 428-440.
6. A. Jalal, Mi Behzad and B. Fariba, "Modeling gait using CPG (central pattern generator) and neural network," Proc. of the 2009 joint COST 2101 and 2102 international conference on Biometric ID management and multimodal communication (BioID MultiComm'09), eds. J. Fierrez, J. Ortega-Garcia, A. Esposito, A. Drygajlo and M. Faundez-Zanuy, Springer-Verlag, Berlin, Heidelberg, 2009, pp. 130-137.
7. L. Wang, T. Tan, H. Ning and W. Hu, "Silhouette Analysis-Based Gait Recognition for Human Identication," IEEE Trans. Pattern Anal. Mach. Intell., 25, 12 (2003) 1505-1518.
8. R. T. Collins, R. Gross and J. Shi, "Silhouette-Based Human Identication from Body Shape and Gait," Proc. 5th IEEE Int. Conf. on Automatic Face and Gesture Recognition (FGR '02), IEEE Computer Society, Washington, DC, USA, 2002, pp. 366-372.
9. M. Romero-Moreno, J. F. Martinez-Trinidad and J. A. Carrasco-Ochoa, "Gait Recognition Based on Silhouette, Contour and Classier Ensemble," Proc. 13th Iberoamerican congress on Pattern Recognition: Progress in Pattern Recognition, Image Analysis and Applications (CIARP '08), eds. J. Ruiz-Shulcloper and W. G. Kropatsch, Springer-Verlag, Berlin, Heidelberg, 2008, pp. 527-534.
10. S. Samangooei and M. S. Nixon. "Performing content-based retrieval of humans using gait biometrics," Multimedia Tools Appl., 49, 1 (2010) 195-212.
11. S. Singh and K. K. Biswas, "Spatio-temporal Energy Based Gait Recognition," Proc. 9th IEEE Int.l Conf. on Data Mining (ICDM '09), IEEE Computer Society, Washington, DC, USA, 2009, pp. 998-1003.
12. G. Zhao, G.i Liu, H. Li and M. Pietikainen, "3D Gait Recognition Using Multiple Cameras," Proc. 7th Int. Conf. on Automatic Face and Gesture Recognition (FGR '06), IEEE Computer Society, Washington, DC, USA, 2006, pp. 529-534.
13. G. Pass, R. Zabih, and J. Miller, "Comparing images using color coherence vectors," Proc. 4th ACM Int. Conf. on Multimedia (MULTIMEDIA '96), ACM, New York, NY, USA, 1996, pp. 65-73.
14. J. Huang, S. Ravi Kumar, M. Mitra, W.-J. Zhu and R. Zabih, "Image Indexing Using Color Correlograms," Proc. 1997 Conf. on Computer Vision and Pattern Recognition (CVPR '97), IEEE Computer Society, Washington, DC, USA, 1997, pp. 762-769.