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- 使用Kalman滤波实现二维图像中目标的轨迹跟踪源代码 这个程序通过Kalman滤波实现目标轨迹跟踪,并预测目标下一出现的位置。它通过背景相减实现目标检测,然后把输出的结果交给Kalman滤波器,预测出下一出现的位置(红色),可以和实际出现的位置(绿色)相比较。
5656754rtfg
- MATLAB编写的图像处理程序,主要用于对于目标的检测和跟踪。效果比较好,适合新手。-Image processing program written in MATLAB, mainly used for target detection and tracking. The results were better suited to the novice.
LevelSet_ChunmingLi_v0
- 基于灰度图像的目标物的提取、边缘检测、迭代收缩-Extract target grayscale images based on edge detection, iterative shrinkage
background-complexity-Description
- 图像背景复杂度描述程序,在小目标检测过程中,用于图像背景复杂程度的描述-The background image complexity Descr iption Program。In order to analysis the background complexity when detecting amall target
Bilateral-filter
- 对复杂背景下的图像进行双边滤波,利用源图像与处理后的图像作差,实现对复杂背景下小目标的检测-First, deal with the image within complex background by bilateral filtering , then original Image subtract the image after bilateral filtering,realize small target detection under complex background
circular-birght-target-detect
- 首先利用形态学开运算将图像中小于结构元素的亮点去掉,利用源图像与处理后的图像作差,对差图像进行阈值分割,得到二值图像,将二值图像中的一些干扰区域去掉,提取二值图像中的圆形区域,并在源图像上对小目标进行标记,实现对圆形亮目标的检测-Remove the area in the image smaller than structural element by morphologic open operation,receive image A,original image subtract imag
zhifangtu
- CFAR算法实现,利用OpenCV进行读取图像,然后根据CFAR算法的实现目标检测-A simple implement of CFAR algorithm
PCA
- 对图像的特征向量进行降维处理,降低代码复杂性,提高目标检测准确率-The dimension of feature vectors extracted image can be reduced by the code. Also, the code complexity is decreased, accompanying with the improved precision of object detection.