Realtime feature extraction using MAX-like convolutional network for human posture recognition

Proceedings - IEEE International Symposium on Circuits and Systems

Volumn , Issue , 2011, Pages 2673-2676

  Zhao, Bo ^a   Chen, Shoushun ^a  

^a NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

Author keywords

[No Author keywords available]

Indexed keywords

CONVENTIONAL APPROACH; CONVOLUTIONAL NETWORKS; FEATURE MAP; HARDWARE RESOURCES; HARDWARE-ACCELERATED; HUMAN POSTURE RECOGNITION; MEMORY ACCESS; MEMORY BANDWIDTHS; MOTION DETECTION; MULTIPLE LAYERS; REAL TIME;

CONVOLUTION;

FEATURE EXTRACTION;

EID: 79960888289     PISSN: 02714310     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISCAS.2011.5938155     Document Type: Conference Paper

References (13)

1. R. Jafari, et al., "Physical Activity Monitoring for Assisted Living at Home," International Workshop on Wearable and Implantable Body Sensor Networks, vol. 13, pp. 213-219, 2007.
2. S.K.F Gupta, "Learning Feature Trajectories Using Gabor Filter Bank for Human Activity Segmentation and Recognition," IEEE International Symps. on Multimedia Software Engineering, pp. 546-556, 2004.
3. M. Singh, et al., "Human Activity Recognition Based on Silhouette Directionality," IEEE Trans. on Circuits and Systems for Video Technology, pp. 1280-1292, 2008.
4. P. Turaga, et al., "Machine Recognition of Human Activities: A Survey," IEEE Trans. on Circuits and Systems for Video Technology, vol.18, no.11, pp.1473-1488, Nov. 2008.
5. Buccolieri F., et al., "Human Posture Recognition Using Active Contour sand Radial Basis Function Neural Network," IEEE Conf. on Advanced Video and Signal Based Surveillance, pp. 213-218, 2005.
6. S. Thorpe, et al.,"Reverse engineering of the visual system using networks of spiking neurons," IEEE ISCAS, vol. 4, pp. 405-408, 2000.
7. Y. LeCun, K. Kavukcuoglu and C. Farabet, "Convolutional Networks and Applications in Vision," IEEE ISCAS, pp. 253-256, 2010.
8. S. Chen, et al., "A 64×64 pixels UWB wireless temporal-difference digital image sensor," IEEE ISCAS, pp. 1404-1407, 2010.
9. Yongsheng Gao, Maylor K.H. Leung, "Line segment Hausdorff distance on face matching," Pattern Recognition, vol.35, pp. 361-371, 2002.
10. T. Serre, "Learning a Dictionary of Shape-Components in Visual Cortex: Comparison with Neurons, Humans and Machines," Ph.D Thesis of Brain and Cognitive Sciences Department, MIT, April, 2006.
11. A. Linares-Barranco, et al., "On the AER Convolution Processors for FPGA," IEEE ISCAS, pp. 4237-4240, 2005.
12. S. Chen, et al., "A Biologically Inspired System for Human Posture Recognition," IEEE BIOCAS, pp. 113-116, 2009.
13. T. Serre, et al., "Object recognition with features inspired by visual cortex," CVPR'05, vol. 2, pp. 994-1000, 2005.