CMUcam3: An Open Programmable Embedded Vision Sensor

作者: Illah Nourbakhsh , Anthony G. Rowe , Adam Goode , Dhiraj Goel

DOI:

关键词: Frame (networking)CMUcamIntelligent sensorMicrocontrollerSerial portComputer hardwareComputer scienceSoftwareExecutableToolchain

摘要: In this paper we present CMUcam3, a low-cost, open source, embedded computer vision platform. The CMUcam3 is the third generation of CMUcam system and designed to provide flexible easy use source development environment along with more powerful hardware goal simple capabilities small systems in form an intelligent sensor that supported by community. platform consists color CMOS camera, frame buffer, low cost 32bit ARM7TDMI microcontroller, MMC memory card slot. also includes 4 servo ports, enabling one create entire, working robots using board as only requisite robot processor. Custom C code can be developed optimized GNU toolchain executables flashed onto serial port without external downloading hardware. virtual camera target allowing for rapid application exclusively on PC. software comes numerous example applications libraries including JPEG compression, differencing, tracking, convolutions, histogramming, edge detection, control, connected component analysis, FAT file support, face detector.

参考文章(8)
Ian Horswill, Polly: a vision-based artificial agent national conference on artificial intelligence. pp. 824- 829 ,(1993)
Mohammad Rahimi, Rick Baer, Obimdinachi I. Iroezi, Juan C. Garcia, Jay Warrior, Deborah Estrin, Mani Srivastava, Cyclops Proceedings of the 3rd international conference on Embedded networked sensor systems - SenSys '05. pp. 192- 204 ,(2005) , 10.1145/1098918.1098939
J. Bruce, T. Balch, M. Veloso, Fast and inexpensive color image segmentation for interactive robots intelligent robots and systems. ,vol. 3, pp. 2061- 2066 ,(2000) , 10.1109/IROS.2000.895274
Illah R. Nourbakhsh, Iwan Ulrich, Appearance-Based Obstacle Detection with Monocular Color Vision national conference on artificial intelligence. pp. 866- 871 ,(2000)
Joseph Polastre, David Culler, Robert Szewczyk, Telos: enabling ultra-low power wireless research information processing in sensor networks. pp. 48- ,(2005) , 10.5555/1147685.1147744
A. Rowe, C. Rosenberg, I. Nourbakhsh, A Second Generation Low Cost Embedded Color Vision System computer vision and pattern recognition. pp. 136- 136 ,(2005) , 10.1109/CVPR.2005.396
P. Viola, M. Jones, Robust real-time face detection international conference on computer vision. ,vol. 57, pp. 747- 747 ,(2001) , 10.1109/ICCV.2001.937709
Randy Sargent, Carl Witty, Bill Bailey, Anne Wright, Dynamic Object Capture Using Fast Vision Tracking Ai Magazine. ,vol. 18, pp. 65- 72 ,(1997) , 10.1609/AIMAG.V18I1.1275