Description: 基于Gabor特征提取和人工智能的人脸检测系统-Face Detection System Based on Gabor Feature Extraction and Artificial Intelligence Platform: |
Size: 254976 |
Author:SmartZhao |
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Description: SeetaFace人脸识别引擎包括了搭建一套全自动人脸识别系统所需的三个核心模块，即：人脸检测模块SeetaFace Detection、面部特征点定位模块SeetaFace Alignment以及人脸特征提取与比对模块SeetaFace Identification。
主要功能：
人脸检测模块(SeetaFace Detection): 采用了一种结合传统人造特征与多层感知机（MLP）的级联结构，在FDDB上达到了84.4 的召回率（100个误检时），并可在单个i7 CPU上实时处理VGA分辨率的图像。
面部特征点定位模块(SeetaFace Alignment): 通过级联多个深度模型（栈式自编码网络）来回归5个关键特征点（两眼中心、鼻尖和两个嘴角）的位置，在AFLW数据库上达到state-of-the-art的精度，定位速度在单个i7 CPU上超过200fps。
人脸识别模块(SeetaFace Identification): 采用一个9层的卷积神经网络（CNN）来提取人脸特征，在LFW数据库上达到97.1 的精度（注：采用SeetaFace人脸检测和SeetaFace面部特征点定位作为前端进行全自动识别的情况下），特征提取速度为每图120ms（在单个i7 CPU上）。
-The SeetaFace Face Recognition Engine includes the three core modules required to build a fully automated face recognition system, namely the Face Detection Module SeetaFace Detection, the Face Feature Point Segment Module SeetaFace Alignment, and the Face Feature Extraction and Matching Module SeetaFace Identification.
The main function:
Face Detection Module (SeetaFace Detection): A combination of traditional artificial features and multi-layer sensor (MLP) cascade structure, in the FDDB reached 84.4 recall rate (100 false detection), and Can process VGA resolution images in real time on a single i7 CPU.
Face feature positioning module (SeetaFace Alignment): by cascading multiple depth model (stack self-coding network) to return to five key feature points (two centers, nose and two mouth) position, in the AFLW To achieve the state-of-the-art accuracy, positioning speed in a single i7 CPU more than 200fps.
Face Recognition Module (SeetaFace Identificat Platform: |
Size: 2048 |
Author:赵炳坤 |
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Description: 基于PCA的人脸识别matlab代码。建立特征脸空间，而后将预存人脸图像和待识别图像投影到特征脸空间上，可以得到较高的识别率-Based on PCA face recognition matlab code. The eigenface space is established, and then the stored face image and the image to be recognized are projected onto the feature face space, and a higher recognition rate Platform: |
Size: 14336 |
Author:WJY |
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Description: 提取图像边缘特征，应用于人脸识别，图像特征区域提取。(Extracting image edge features and applying it to face recognition, image feature extraction) Platform: |
Size: 229376 |
Author:火文
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Description: 特征脸的人脸识别系统
这个包实现了一个著名的基于PCA的人脸识别。(Feature based face recognition system
This package implements a well-known PCA based face recognition.) Platform: |
Size: 183296 |
Author:jiajiale
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Description: 人脸识别，是基于人的脸部特征信息进行身份识别的一种生物识别技术。用摄像机或摄像头采集含有人脸的图像或视频流，并自动在图像中检测和跟踪人脸，进而对检测到的人脸进行脸部的一系列相关技术，通常也叫做人像识别、面部识别(Face recognition is a biometric recognition technology based on human face feature information for personal identification. With the acquisition of the camera or the camera with face image or video stream, and automatically detecting and tracking human faces in the image, a series of related technologies and then to detect human faces of the face, also commonly known as face recognition, face recognition) Platform: |
Size: 55325696 |
Author:小王1号
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Description: 面像识别训练时用到的归一化特征，进行人脸特征提取的代码(The normalization features used in facial recognition training, and the code for facial feature extraction) Platform: |
Size: 5120 |
Author:HLT
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Description: 人脸识别，是基于人的脸部特征信息进行身份识别的一种生物识别技术。用摄像机或摄像头采集含有人脸的图像或视频流，并自动在图像中检测和跟踪人脸，进而对检测到的人脸进行脸部的一系列相关技术，通常也叫做人像识别、面部识别。(Face recognition is a biometric technology based on human facial feature information for identification. A camera or camera is used to collect images or videos that contain human faces, and detect and track faces automatically in the image, and then a series of related technologies for face detection of faces are also commonly known as face recognition and face recognition.) Platform: |
Size: 36864 |
Author:王者归
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Description: 人脸识别SDK 采用C++编写，支持两张照片进行比对1:1，以及1：N 人脸搜索，SDK内部自己维护人脸特征数据，支持增、删、查找等操作，上层应用程序只需要关注自己的业务逻辑即可(Face recognition SDK is written in C++, supporting two photos to compare 1:1, and 1:N face search. SDK maintains its face feature data internally, and supports operation such as add, delete, search and so on. The upper application program only needs to focus on its business logic.) Platform: |
Size: 4096 |
Author:roelay1 |
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Description: 通过PCA 算法提取特征脸 在人脸训练库中获取每张人脸的特征脸，在测试集中寻找与训练的人脸相似的人脸。有可视化的GUI界面。(The feature face is extracted by PCA algorithm to get the face of each face in the face training library, and the face which is similar to the trained face is found in the test set. There is a visual GUI interface.) Platform: |
Size: 361472 |
Author:qinger123 |
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Description: 1.本程序主要处理BMP位图。
2.为了方便读者学习，程序各步骤都被拆分开实现了，通过点击相应按钮可以看到每个步骤处理的结果。
3.如果是进行人脸识别，需要先打开一幅位图依次进行“人脸检测与定位”操作和“人脸特征标注”操作，然后再打开需要比较的第二幅位图，也是依次进行所有操作，最后进行识别以区分先后两个人脸。(This procedure deals mainly with BMP Bitmaps.
2. In order for the reader to learn, each step of the program is split and the results of each step can be seen by clicking the appropriate button.
3. In the case of face recognition, it is necessary to open a bitmap for "face detection and location" and "face feature tagging" in turn, then open the second bitmap to be compared, and then perform all the operations in turn, and finally identify to distinguish two faces in succession.) Platform: |
Size: 14727168 |
Author:woniu |
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Description: 基于人的脸部特征信息进行身份识别的一种生物识别技术 安卓人脸识别小程序(Human face feature information based identification of biometric technology, Android face recognition applet) Platform: |
Size: 1871872 |
Author:小林隆 |
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