VAMP - a vision based sensor network for health care hygiene

Adequate hand-washing has been shown to be a critical activity in preventing the transmission of infections such as MRSA in health-care environments. Hand-washing guidelines published by various health-care related institutions recommend a technique incorporating six hand-washing poses that ensure all areas of the hands are thoroughly cleaned. In this paper, an embedded wireless vision system (VAMP) capable of accurately monitoring hand-washing quality is presented. The VAMP system hardware consists of a low resolution CMOS image sensor and FPGA processor which are integrated with a microcontroller and ZigBee standard wireless transceiver to create a wireless sensor network (WSN) based vision system that can be retargeted at a variety of health care applications. The device captures and processes images locally in real-time, determines if hand-washing procedures have been correctly undertaken and then passes the resulting high-level data over a low-bandwidth wireless link. The paper outlines the hardware and software mechanisms of the VAMP system and illustrates that it offers an easy to integrate sensor solution to adequately monitor and improve hand hygiene quality. Future work to develop a miniaturized, low cost system capable of being integrated into everyday products is also discussed.

[1]  Forum on Emerging Infections Antimicrobial Resistance: Issues and Options , 1998 .

[2]  E. Larson,et al.  APIC guideline for handwashing and hand antisepsis in health care settings. , 1995, American journal of infection control.

[3]  Russell Tessier,et al.  c ○ 2001 Kluwer Academic Publishers. Manufactured in The Netherlands. Reconfigurable Computing for Digital Signal Processing: A Survey ∗ , 1999 .

[4]  Fernando Vilariño,et al.  A multi-class SVM classifier ensemble for automatic hand washing quality assessment , 2007 .

[5]  Venkatesan Muthukumar,et al.  Image processing algorithms on reconfigurable architecture using HandelC , 2004 .

[6]  Vladimir Pavlovic,et al.  Visual Interpretation of Hand Gestures for Human-Computer Interaction: A Review , 1997, IEEE Trans. Pattern Anal. Mach. Intell..

[7]  K. Obraczka,et al.  Managing the information flow in visual sensor networks , 2002, The 5th International Symposium on Wireless Personal Multimedia Communications.

[8]  E. Larson,et al.  Draft APIC guideline for handwashing and hand antisepsis in health care settings , 1994 .

[9]  Sufen Fong,et al.  MeshEye: A Hybrid-Resolution Smart Camera Mote for Applications in Distributed Intelligent Surveillance , 2007, 2007 6th International Symposium on Information Processing in Sensor Networks.

[10]  L. Nicolle,et al.  Prevention of hospital acquired infections: a practical guide. , 2002 .

[11]  A. Ranaweera,et al.  Antimicrobial resistance , 1999 .

[12]  Fernando Vilariño,et al.  A Multi-class SVM Classifier for Automatic Hand Washing Quality Assessment , 2007, BMVC.