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Design and evaluation of an image analysis platform for low-power, low-bandwidth camera networks

Corke, Peter, Liu, Junbin, Moore, Darren, & Wark, Tim (2008) Design and evaluation of an image analysis platform for low-power, low-bandwidth camera networks. In Ganesan, D, Gibbons, P, & Kansal, A (Eds.) Proceedings of the ImageSense'08: Workshop on Applications, Systems, and Algorithms for Image Sensing, 4 November 2008, United States of America, North Carolina, Raleigh.

Abstract

We describe the design and evaluation of a platform for networks of cameras in low-bandwidth, low-power sensor networks. In our work to date we have investigated two different DSP hardware/software platforms for undertaking the tasks of compression and object detection and tracking. We compare the relative merits of each of the hardware and software platforms in terms of both performance and energy consumption. Finally we discuss what we believe are the ongoing research questions for image processing in WSNs.

Impact and interest:

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ID Code: 30441
Item Type: Conference Paper
Additional Information: http://research.microsoft.com/en-us/um/redmond/events/imagesense08/CameraReady/imagesense2008-wark.pdf
Keywords: Camera Network, Image Processing, Compression
ISBN: 978-1-59593-990-6
Subjects: Australian and New Zealand Standard Research Classification > INFORMATION AND COMPUTING SCIENCES (080000) > ARTIFICIAL INTELLIGENCE AND IMAGE PROCESSING (080100) > Image Processing (080106)
Australian and New Zealand Standard Research Classification > ENGINEERING (090000) > ELECTRICAL AND ELECTRONIC ENGINEERING (090600) > Photodetectors Optical Sensors and Solar Cells (090605)
Divisions: Past > QUT Faculties & Divisions > Faculty of Built Environment and Engineering
Deposited On: 12 Feb 2010 22:36
Last Modified: 10 Nov 2010 09:09

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