正则化工具,完整的正则化工具 Regularization Tools Version 4.1

说明：  UNet最早发表在2015的MICCAI上，短短3年，引用量目前已经达到了4070，足以见得其影响力。而后成为大多做医疗影像语义分割任务的baseline，也启发了大量研究者去思考U型语义分割网络。而如今在自然影像理解方面，也有越来越多的语义分割和目标检测SOTA模型开始关注和使用U型结构，比如语义分割Discriminative Feature Network(DFN)(CVPR2018)，目标检测Feature Pyramid Networks for Object Detection(FPN)(CVPR 2017)等。(Its influence has reached 70% in 2015. Then it became the baseline that most of the medical image semantic segmentation tasks, and inspired a large number of researchers to think about the U-shaped semantic segmentation network. In the aspect of natural image understanding, more and more SOTA models of semantic segmentation and object detection begin to pay attention to and use U-shaped structure, such as semantic segmentation, discriminative feature network (DFN) (cvpr2018), feature pyramid networks for object detection (FPN) (CVPR 2017), etc.)

利用广义S变换求取地震信号时频谱，参数可调，代码清晰，用途广泛(The generalized S transform is used to get the time spectrum of signals, and the parameters can be adjusted.)

运用sar图像处理的方法，将卫星图片中的农田和城镇区分开来(The method of SAR image processing is used to distinguish farmland and town from satellite images.)

改进的LEE，FROST，KUAN滤波，适合于任何图像滤波，可作为参考滤波比较()

说明：  计算两幅图像的多尺度结构相似性MS-SSIM(compute the MS-SSIM of two images)

标注节点距离，批量标注节点距离。节省画图时间 提高画图效率(Marking Node Distance)

O(n*logn)时间内的求逆序的算法控制台程序，算法实现效率较高。可迅速求出随即生成的数字的逆序数(O (n* logn) time algorithm for reverse console process, algorithm more efficient. Can be generated quickly obtained immediately reverse digit number)

IPN 相关性一致性计算：一致相关性系数，皮尔逊系数等 ( IPN_ccc - Computes the concordance correlation coefficient for evaluating reproducibility. IPN_icc - Computes the interclass correlations for indexing the reliability analysis IPN_kendallW- Computes the Kendall s W. IPN_pearsonR- Computes the Pearson s R.)

使用MATLAB语言实现简单的字符识别，使用神经网络算法，有效的识别车牌(Simple Character Recognition Using MATLAB Language)

去除彩色图像中的阴影，以便于图像分割，物体识别以及跟踪(To remove the shadow of color images in order to facilitate the image segmentation, object recognition and tracking)