A 64 × 64 CMOS image sensor with on-chip moving object detection and localization

IEEE Transactions on Circuits and Systems for Video Technology

Volumn 22, Issue 4, 2012, Pages 581-588

  Zhao, Bo ^a   Zhang, Xiangyu ^a   Chen, Shoushun ^a   Low, Kay Soon ^a   Zhuang, Hualiang ^a  

^a NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

Author keywords

Motion detection; moving object localization; on the fly clustering; smart image sensor

Indexed keywords

CLUSTERING-BASED ALGORITHMS; CMOS IMAGE SENSOR; CMOS TECHNOLOGY; DIE AREA; DIFFERENTIATORS; MOTION DETECTION; MOVING OBJECT LOCALIZATION; MOVING OBJECTS; MOVING-OBJECT DETECTION; ON CHIPS; ON THE FLIES; ON-THE-FLY; REGION OF INTEREST; SMART IMAGE SENSORS; STORAGE ELEMENTS; TEMPORAL DIFFERENCES;

CLUSTERING ALGORITHMS; CMOS INTEGRATED CIRCUITS; DIGITAL CAMERAS; IMAGE SENSORS; PIXELS; SENSORS;

OBJECT RECOGNITION;

EID: 84859731040     PISSN: 10518215     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCSVT.2011.2170119     Document Type: Article

References (21)

1. C.-H. Chen, Y. Yao, D. Page, B. Abidi, A. Koschan, and M. Abidi, "Heterogeneous fusion of omnidirectional and PTZ cameras for multiple object tracking," IEEE Trans. Circuits Syst. Video Technol., vol. 18, no. 8, pp. 1052-1063, Aug. 2008.
2. A. Blumberg, L. Keeler, and A. Shelat, "Automated traffic enforcement which respects 'driver privacy'," in Proc. IEEE ITSC, Sep. 2005, pp. 941-946. (Pubitemid 44250327)
3. Y. Cho, S. O. Lim, and H. S. Yang, "Collaborative occupancy reasoning in visual sensor network for scalable smart video surveillance," IEEE Trans. Consumer Electron., vol. 56, no. 3, pp. 1997-2003, Aug. 2010.
4. Y.-J. Wu, F.-L. Lian, and T.-H. Chang, "Traffic monitoring and vehicle tracking using roadside cameras," in Proc. IEEE Int. Conf. SMC, vol. 6. Oct. 2006, pp. 4631-4636.
5. H. Zhuang, K.-S. Low, and W.-Y. Yau, "On-chip pulse based parallel neural circuits for object-tracking system," IET Electron. Lett., vol. 46, no. 9, pp. 614-616, Apr. 2010.
6. M. Gottardi, N. Massari, and S. Jawed, "A 100μW 128 ?64 pixels contrast-based asynchronous binary vision sensor for sensor networks applications," IEEE J. Solid-State Circuits, vol. 44, no. 5, pp. 1582-1592, May 2009.
7. E. Artyomov and O. Yadid-Pecht, "Adaptive multiple-resolution CMOS active pixel sensor," IEEE Trans. Circuits Syst. I: Regular Papers, vol. 53, no. 10, pp. 2178-2186, Oct. 2006. (Pubitemid 44637785)
8. A. Teman, S. Fisher, L. Sudakov, A. Fish, and O. Yadid-Pecht, "Autonomous CMOS image sensor for real time target detection and tracking," in Proc. IEEE ISCAS, May 2008, pp. 2138-2141.
9. A. Fish, L. Sudakov-Boresha, and O. Yadid-Pecht, "Low-power tracking image sensor based on biological models of attention," Int. J. Inform. Theory Applicat., vol. 14, no. 2, pp. 103-114, 2006.
10. S. Chen, F. Boussaid, and A. Bermak, "Robust intermediate read-out for deep submicron technology CMOS image sensors," IEEE Sensors J., vol. 8, no. 3, pp. 286-294, Mar. 2008.
11. S. Chen, A. Bermak, and Y. Wang, "A CMOS image sensor with onchip image compression based on predictive boundary adaptation and memoryless QTD algorithm," IEEE Trans. Very Large Scale Integr. Syst., vol. 19, no. 4, pp. 538-547, Apr. 2011.
12. Y. Chi, U. Mallik, M. Clapp, E. Choi, G. Cauwenberghs, and R. Etienne-Cummings, "CMOS camera with in-pixel temporal change detection and ADC," IEEE J. Solid-State Circuits, vol. 42, no. 10, pp. 2187-2196, Oct. 2007. (Pubitemid 47483001)
13. S. Mizuno, K. Fujita, H. Yamamoto, N. Mukozaka, and H. Toyoda, "A 256 256 compact CMOS image sensor with on-chip motion detection function," IEEE J. Solid-State Circuits, vol. 38, no. 6, pp. 1072-1075, Jun. 2003.
14. P. Lichtsteiner, C. Posch, and T. Delbruck, "A 128 128 120 dB 15μs latency asynchronous temporal contrast vision sensor," IEEE J. Solid-State Circuits, vol. 43, no. 2, pp. 566-576, Feb. 2008. (Pubitemid 351190224)
15. J. Choi, S.-W. Han, S.-J. Kim, S.-I. Chang, and E. Yoon, "A spatialtemporal multiresolution CMOS image sensor with adaptive frame rates for tracking the moving objects in region-of-interest and suppressing motion blur," IEEE J. Solid-State Circuits, vol. 42, no. 12, pp. 2978-2989, Dec. 2007.
16. M. Litzenberger, C. Posch, D. Bauer, A. Belbachir, P. Schon, B. Kohn, and H. Garn, "Embedded vision system for real-time object tracking using an asynchronous transient vision sensor," in Proc. Digit. Signal Process. Workshop, Sep. 2006, pp. 173-178. (Pubitemid 351245948)
17. M. Litzenberger, A. Belbachir, N. Donath, G. Gritsch, H. Garn, B. Kohn, C. Posch, and S. Schraml, "Estimation of vehicle speed based on asynchronous data from a silicon retina optical sensor," in Proc. IEEE ITSC, Sep. 2006, pp. 653-658. (Pubitemid 351492243)
18. S. Chen, W. Tang, and E. Culurciello, "A 64 ?64 pixels UWB wireless temporal-difference digital image sensor," in Proc. IEEE ISCAS, Jun. 2010, pp. 1404-1407.
19. H. Su and F.-G. Huang, "Human gait recognition based on motion analysis," in Proc. Int. Conf. Mach. Learning Cybern., vol. 7. Aug. 2005, pp. 4464-4468. (Pubitemid 41734700)
20. J. Triesch and C. von der Malsburg, "A system for person-independent hand posture recognition against complex backgrounds," IEEE Trans. Pattern Anal. Mach. Intell., vol. 23, no. 12, pp. 1449-1453, Dec. 2001. (Pubitemid 34035577)
21. B. Zhao. (2011, Jan.). Demo Video [Online]. Available: http://www3. ntu.edu.sg/home2009/zhao0130/1/demo.htm