光学与光电技术, 2016, 14 (4): 29, 网络出版: 2016-08-29
基于FPGA+DSP架构的红外图像线性目标跟踪
IR Linear Object Tracking Based on FPGA+DSP System
电力巡线 一维搜索 并行计算 边缘检测 红外线性目标跟踪 power line inspection one-dimensional search parallel processing edgedetection IR linear object tracking
摘要
为满足电力巡线中对输电线实时跟踪的需要,利用FPGA+DSP的成熟架构,提出了一种新的红外线性目标跟踪方法,根据输电线的特征,将传统的二维跟踪转换为一维搜索跟踪。首先利用FPGA的并行计算能力对图像进行预处理滤除部分噪声的影响,然后利用DSP对图像作Sobel卷积求得图像的梯度并归一化和阈值化,最后依据红外线性目标的方向特征对特定方向的梯度求重心得到跟踪坐标。工程应用表明,该方法能够实时稳定地跟踪红外线性目标并具有较强的抗干扰能力。
Abstract
In order to meet the needs of real-time tracking of power lines in power line inspection, the infrared image (IR) post-processing technique and linear object tracking are researched based on FPGA+DSP system in this paper. According to the characteristics of the power line, the traditional 2D tracking is converted to one dimensional search and tracking. Firstly, a Gaussian smoothing algorithm is deployed to preprocess the IR images by FPGAs parallel processing characteristic, and then it utilizes the extremely strong digital computing capability of DSP to obtain the normalized gradient of the image by Sobel convolution. Finally, objects coordinate position is obtained by calculating gradient barycenter with directional feature of linear object. The practical application shows that it can track the linear target stably with strong anti-jamming capability.
孙国栋, 周宝灿, 吴明军. 基于FPGA+DSP架构的红外图像线性目标跟踪[J]. 光学与光电技术, 2016, 14(4): 29. SUN Guo-dong, ZHOU Bao-can, WU Ming-jun. IR Linear Object Tracking Based on FPGA+DSP System[J]. OPTICS & OPTOELECTRONIC TECHNOLOGY, 2016, 14(4): 29.