VGG-360 Face

Name: VGG-360 Face
Creator: figshare
Published: 2019-05-15T14:28:56+08:00

DataCite Commons2020-08-27 更新2024-07-27 收录

人脸识别

图像处理

数据链接：

https://figshare.com/articles/VGG-360/8132285 数据链接链接失效反馈

官方服务：

资源简介：

--------------------------------VGG-360 Face Dataset-------------------------------- Description: This dataset uses images from the VGG Face Dataset of Oxford University (http://www.robots.ox.ac.uk/~vgg/data/vgg_face) to simulate, for each face image, 10 different projections on a 360º camera. This is done by using camera angle information from MOT-360 Face Dataset (which can be downloaded at https://figshare.com/s/5f8a69937014e4720625) and the pixel coordinates of the eyes of each face image. As these coordinates are not provided by the original authors, the Dlib Face Detector (http://dlib.net/) was used in this process. However, the detector could not be able to detect all faces from the VGG Face Dataset. Therefore, approximately 750K from this dataset images were used to simulate the projections, yielding a total of 7.5M images in this dataset. Citation: When referencing the dataset, please use the following BibTex citation: @inproceedings{Cirne2019,author = "M. Cirne and F. Andalo and R. Dias and T. Resek and G. Bertocco and R. Torres and A. Rocha",title = "Deep Face Verification for Spherical Images",booktitle = "{IEEE} International Conference on Image Processing",year = "2019"}

--------------------------------VGG-360人脸数据集（VGG-360 Face Dataset）-------------------------------- 描述： 本数据集依托牛津大学VGG人脸数据集（VGG Face Dataset，http://www.robots.ox.ac.uk/~vgg/data/vgg_face）的图像资源，针对每张人脸图像，模拟其在360°相机上的10种不同投影效果。该投影模拟过程通过借助MOT-360人脸数据集（MOT-360 Face Dataset，可从https://figshare.com/s/5f8a69937014e4720625下载）中的相机角度信息，以及每张人脸图像的眼部像素坐标完成。由于原始数据集的作者未提供该眼部像素坐标，本研究使用Dlib人脸检测器（Dlib Face Detector，http://dlib.net/）完成坐标提取工作。但该检测器无法识别VGG人脸数据集中的全部人脸，因此最终仅选取该数据集约75万张图像进行投影模拟，最终生成本数据集共计750万张图像。 引用说明： 在引用本数据集时，请使用如下BibTex格式的引用条目： @inproceedings{Cirne2019,author = "M. Cirne and F. Andalo and R. Dias and T. Resek and G. Bertocco and R. Torres and A. Rocha",title = "Deep Face Verification for Spherical Images",booktitle = "{IEEE} International Conference on Image Processing",year = "2019"}

提供机构：

figshare

创建时间：

2019-05-15

搜集汇总

数据集介绍

以上内容由遇见数据集搜集并总结生成

VGG-360 Face

资源简介：

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