A dynamic analysis system for textured images using multiprocessors

J. You, E. Pissaloux, H. Cohen, P. Bonnin
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引用次数: 1

Abstract

Vision computing involves the execution of a large number of operations on large sets of structured data. The need for very high speed processing in image processing means parallel architectural solutions have to be explored. In this paper we propose the development of a dynamic texture analysis system using a multiprocessor system MEAP. The project is aimed to recognize and delineate the texture of image regions with robustness and reliability at less computation cost. Based on the successful prototype texture analysis system previously implemented sequentially by us, the system is expected to be flexible for parallel extension with a multiprocessor. The dynamic approach detailed involves a mask tuning scheme for the establishment of a rotational and scale invariant texture classification system in parallel.<>
基于多处理器的纹理图像动态分析系统
视觉计算涉及对大量结构化数据集执行大量操作。图像处理对高速处理的需求意味着必须探索并行架构解决方案。在本文中,我们提出了一个基于多处理器系统MEAP的动态纹理分析系统。该项目旨在以较少的计算成本,鲁棒性和可靠性地识别和描绘图像区域的纹理。在我们之前成功实现的纹理分析原型系统的基础上,该系统有望具有多处理器并行扩展的灵活性。详细介绍了一种用于并行建立旋转和尺度不变纹理分类系统的掩模调谐方案
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