communication

读取图像，转化为二值，去除毛刺噪点像素，去除孤立的前景像素，膨胀，对颗粒进行计数(particle count，)

改进的RBF作近似模型进行预测,更好的全局和局部精度(ExRBF as a RSM for prediction)

与理论分析结果相比，课程设计时编写的matlab程序代码，包含了阵列信号处理的常见算法，阐述了负荷预测的应用研究,最小二乘回归分析算法，可以动态调节运行环境的参数。

Basics in Image processing using MATLAB

说明：  数字图象处理冈萨雷斯MATLAB源程序工具箱,包含数字图像处理各种算法(Digital Image Processing Gonzalez source MATLAB toolbox that contains a variety of digital image processing algorithms)

SURF算法作为一种新近出现的特征提取方法，在重复度、独特性、鲁棒性3个方面，均超越或接近以往提出的同类方法，并在计算效率上具有明显的优势。本代码采用SURF算法检测图像并进行坐标变换与图像拼接。 采用SURF算法对图像进行检测，其主要是用Hessian矩阵对图像进行检测，对图像的特征提取之后找到图像的特征点。之后采用最近临快速匹配（NN）、随机抽样一致性（RANSAC）算法和最小二乘法参数优化（LM）对特征点进行提纯匹配。最后在两幅图像中进行坐标变换，达到统一坐标系和图像拼接的效果。 (SURF（Speeded Up Robust Features） as a method of feature extraction which newly appeared is over or nearly previous method on duplication, uniqueness, and robustness and have a clear advantage on computational efficiency. This code uses the SURF and coordinate transformation algorithm to detect image and image matching. This code uses the SURF algorithm of image detection, the main is to use the Hessian matrix of image for testing, to find the image after image feature extraction of feature points. After we used Nearest Neighbor (NN), Random Sample Consensus (RANSAC) algorithm and least square parameter optimization for purification of matching feature points. Coordinate transformation in the last two images, to coordinate system to achieve the same image stitching. )

用MATLAB中的SIMULINK实现串并变换。(Implemented in MATLAB SIMULINK serial-to-parallel conversion.)

Matlab使用pso进行svm参数优化寻优，得到最优svm参数，优化程序(Matlab were svm parameter optimization using pso optimization)

Demonstrate how to make a multiline editbox. Produces a GUI with an editbox on the left and a listbox on the right. The user is invited to enter text into the editbox, either hitting return at the end of each line or letting it wrap automatically. When the button is pushed, each line of text from the editbox is placed as an entry into the listbox. Notice the difference between how a wrapped line is treated and a returned line is treated in the lisbox.

Image segmentation,so good!!!