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NatureDeepReview
- 深度学习允许由多个处理层组成的计算模型来学习具有多个抽象层次的数据表示。这些方法极大地提高了语音识别、视觉对象识别、目标检测以及药物发现和基因组学等许多领域的最新进展。深度学习发现复杂的结构在大数据集,通过使用反向传播算法来指示一台机器应该如何改变其内部参数,用于计算在每一层的代表性,从上一层的代表。深层卷积网在处理图像、视频、语音和音频方面取得了突破性进展,而递归网络则在文本和语音等连续数据上起到了作用。(Deep learning
Demo
- 验证码自动识别,识别前需要对验证码进行处理降噪,可以识别图像处理之后的的验证码(Verification code automatic identification, the need for code denoising before recognition, after the image processing to identify the verification code)
新建文件夹 (2)
- 使用特征提取与模板匹配方法识别数字验证码,预处理阶段包括验证码图像灰度化、二值化、去噪,去噪使用RGB三原色法,验证码字符分割采用自适应分割方法,最后提取单个验证码图像特征值,与模板库字符进行匹配识别(The use of feature extraction and template matching method of digital identification verification code, verification co
41972254PCA_ORL
- 代码是关于主成分分析的人脸识别,使用orl人脸图像集(The code is about principal component analysis of face recognition using ORL face image set)
DoG filters
- 高斯差分滤波器,主要用于边缘特征提取,用于模式识别中的分割预处理(Gauss differential filter, which is mainly used for edge feature extraction, is used for segmentation preprocessing in pattern recognition)
harriscorner
- harrisconer角点检测,提取焊缝的角点位置信息,进行焊缝的特征识别(harrisconer extractionfeature extraction.The position information of the corner point of the weld is extracted and the characteristics of the weld are identified)
figure
- 神经网络模式识别分支的实际应用,案例的详细的代码(The practical application of the neural network pattern recognition branch, the detailed code of the case)
chengxu
- 人脸识别,里面都是自己毕业设计。有做图像处理的可以看看。(Face recognition, in which it is their own graduation design. There is a look at the image processing.)
chepaishibie
- 用matlab编写的车牌识别算法,具有可操作性,简单,适合初学者,有简单的图像处理程序(The license plate recognition algorithm written in MATLAB is operable, simple, suitable for beginners and a simple image processing program.)
test
- 该方法利用人脸具有镜像对称的自然特性,依据奇偶分解原理,生成成镜像奇、偶对称样本,井利用人脸对称图像作为训练样本,再利用主分量分析(PCA)对训练样本进行二阶相关和降维处理,然后对处理后的样本进行ICA特征提取。理论和分析实验证明,该算法有效减线了人脸受到视角、光照、人脸表情、姿势变化等因素的最响,又增加了训练样本容量,减少了计算复杂度,同时有效解决了小样本问题,提高了识别率.(The method uses the natural c
faceRecognization
- 本程序中,利用了LBP特征对人脸特征进行提取,并且利用SVM对提取的人脸特征进行训练和识别,其中,所用的图像处理库OpenCV2.4.9版本;通过对人脸库中的标准标本进行测试,算法识别率高达95%以上;(LBP features extract facial features, and use SVM to extract and recognize the facial features. The OpenCV2.4.9 versio
cameraCV
- (只能烧录进ARM开发板运行,谨慎下载) 调用开发板摄像头,对图像进行处理,识别停车位,辅助倒车。 各类图像处理参数可调((can only be burned into the ARM development board, carefully downloaded) The image is processed, the parking space is identified, and the reversing is assi
zip
- zernike亚像素识别算法,matlab实现。(Zernike sub-pixel recognition algorithm, matlab implementation.)
手势检测(基于OpenCV)
- 在计算机视觉的基础上,能实现手势的识别,基于opencv(On the basis of computer vision, the recognition of gestures can be realized, based on OpenCV)
guassfilter
- 识别pcb版上的焊孔,可首先对带椒盐噪声的图片进行滤波(Identifying the welding holes on the PCB plate)
源代码
- 人机交互手势识别,通过人们特定的手势来控制电脑执行相应的指令(gesture recognition of human-computer interaction)
13_车型识别系统
- 1.首先单击载入图像菜单项(载入背景和前景图像),图像在image文件夹下面。 2.然后单击车辆提取菜单项,依次进行图像做差、二值化、开运算、图像去噪、图像填充处理。 3.再单击轮廓提取菜单项,提取车辆轮廓。 4.最后单击车型识别菜单项,对车辆进行识别。(First click the load image menu item(load background and foreground images), which is und
chepaishibie
- 进行图像灰度化,预处理以及车牌定位 ,车牌分割, 车牌识别。(License plate recognition and license plate segmentation)
li_6_1_chepaishibie
- 本程序专门利用BP神经网络在MATLAB平台上进行训练和模拟,可以识别车牌,并有详细注释。适用于初步学习数字图像处理的人用做参考(This program uses BP neural network to train and simulate on the MATLAB platform. It can identify the license plate and have detailed annotations. People f
936991729Handwriting-recognition
- matlab 应用图像处理知识,实现对数字的识别,识别率高(Matlab applies the knowledge of image processing to realize the recognition of the numbers and the high recognition rate)