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Design and implementation of a multi-mode harris corner detector architecture

机译:多模哈里斯角探测器架构的设计与实现

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In this paper, we present a configurable architecture for corner detection in images based on the well-known Harris corner detection algorithm, and we demonstrate a field programmable gate array (FPGA) implementation of the proposed architecture. Our architecture is designed to be configurable across diverse operational trade-offs, which makes it useful for integration into a wide variety of application scenarios. We apply lightweight dataflow methods for design and implementation of our configurable architecture, and for experimentation with alternative combinations of transformations for design optimization across throughput, latency, and FPGA resource requirements. By using different levels of resource-sharing - in particular resource sharing within and across individual dataflow graph modules - we are able to systematically arrive at a set of efficient architectural configurations using a unified, model-based methodology.
机译:在本文中,我们在基于众所周知的HARRIS角检测算法的图像中提出了一种用于图像的角落检测的可配置架构,我们演示了所提出的架构的现场可编程门阵列(FPGA)实现。我们的架构旨在可在各种操作权衡中可配置,这使得可集成到各种应用方案中。我们应用轻量级数据流方法进行设计和实现我们的可配置架构,以及通过吞吐量,延迟和FPGA资源要求的设计优化的替代转换组合进行实验。通过使用不同级别的资源共享 - 特别是在各个数据流图模块内部和跨各个数据流图模块中的资源共享 - 我们能够使用统一的基于模型的方法系统地系统地到达一组高效的架构配置。

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