14 April 2003 System on chip approach for a SIMD architecture dedicated to 2D and 3D image processing
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Proceedings Volume 5012, Real-Time Imaging VII; (2003); doi: 10.1117/12.477494
Event: Electronic Imaging 2003, 2003, Santa Clara, CA, United States
Abstract
The Associative Mesh, a reconfigurable, asynchronous and massively parallel SIMD architecture, is a hardware transposition of the Associative Nets model, where each entity, to achieve maximal efficiency, is supposed to stand for one pixel of an image. Global operations in the circuit are performed using an asynchronous electronic. This implementation allows for a very fast computation time - about a microsecond - and with a crossing time of each processor of about a nanosecond. Asynchronism also allows the design to save area, power and reach a higher clock frequency. Most of the image analysis algorithns for 2D or 3D set of datas can be implemented using the Associative Mesh. Our objective is to implement a full-size Associative Mesh with a SoC aim. To achieve this, we have studied the contribution of processors' virtualisation. We show that, provided a reorganisation of the synchronous part of the circuit, it offers a significant area gain which increases with the degree of virtualisation (reaching 20% for a degree equal to 16). We also discuss how virtualisation preserves the architecture's performances, and is useful to adapt the circuit to 3D treatments. Algorithm evaluations show that this architecture is compatible with real-time 2D and 3D image processing.
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Julien Denoulet, Didier Dulac, "System on chip approach for a SIMD architecture dedicated to 2D and 3D image processing", Proc. SPIE 5012, Real-Time Imaging VII, (14 April 2003); doi: 10.1117/12.477494; http://dx.doi.org/10.1117/12.477494
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KEYWORDS
3D image processing

Image processing

Image segmentation

Clocks

Image analysis

System on a chip

3D imaging standards

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