FPGA implementation of PSO-based object tracking system using SSIM

机译：使用SSIM的基于PSO的对象跟踪系统的FPGA实现

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In this paper, we present implementation of object tracking system targeting video sequence based on Particle Swarm Optimization (PSO) using Structural SIMilarity index (SSIM) as PSO's fitness function on field programmable gate array (FPGA). The proposed algorithm's performance has been tested and evaluated over different video sequences, showing its adaption for tracking in real-time. After presenting PSO algorithm and SSIM index, we show how the system's architecture has been simplified for FPGA implementation and achieved better results than its software implementation counterpart.

机译：在本文中，我们介绍了基于粒子群优化（PSO）的以视频序列为目标的对象跟踪系统的实现，该算法使用结构相似指数（SSIM）作为现场可编程门阵列（FPGA）上的PSO适应度函数。所提出算法的性能已经在不同的视频序列上进行了测试和评估，显示了其对实时跟踪的适应性。在介绍了PSO算法和SSIM索引之后，我们展示了如何简化系统架构以进行FPGA实现并取得比其软件实现对手更好的结果。

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《International Conference on Microelectronics》|2013年|1-4|共4页
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Morsi Niveen Nasr; Abdelhalim M.B.; Shehata Khaled Ali;
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Field Programmable Gate Array (FPGA); Hardware Implementation; Object Tracking; Particle Swarm Optimization (PSO); Structural SIMilarity (SSIM);

机译：现场可编程门阵列（FPGA）;硬件实现;对象跟踪;粒子群优化（PSO）;结构相似性（SSIM）;

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2. Deep-pipelined FPGA Implementation of Real-time Object Tracking using a Particle Filter [J] . Theint Theint Thu, Yoshiki Hayashida, Akane Tahara, International Journal of Networking and Computing . 2017,第2期

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3. FPGA Implementation of Exclusive Block Matching for Robust Moving Object Extraction and Tracking [J] . Yoichi TOMIOKA, Ryota TAKASU, Takashi AOKI, IEICE transactions on information and systems . 2014,第3期

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4. FPGA implementation of PSO-based object tracking system using SSIM [C] . Morsi Niveen Nasr, Abdelhalim M.B., Shehata Khaled Ali International Conference on Microelectronics . 2013

机译：使用SSIM的基于PSO的对象跟踪系统的FPGA实现
5. Implementation of a bacterium tracking system on FPGA. [D] . Talei, Vahid. 2011

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7. FPGA Implementation of Visual Object Tracking System [O] . Malik Nishchay 2015

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FPGA implementation of PSO-based object tracking system using SSIM

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