200越南人3D活体检测数据【数据堂】

200越南人3D活体检测数据。采集场景包括室内和室外。数据涵盖男性女性，年龄分布为18岁以下、18~45岁、46~60岁、60岁以上 。采集设备包括iPhone X、iPhone XR、iPhone11、iPhone12、iPhone13。数据多样性包括多表情、人脸多姿态、对抗样本、多种光照条件、多种场景。200越南人3D活体检测数据可用于3D人脸识别、3D活体检测等任务

A 3D liveness detection dataset consisting of data from 200 Vietnamese individuals. The acquisition scenarios include both indoor and outdoor environments. The dataset covers both male and female subjects, with age distribution spanning four groups: under 18 years old, 18–45 years old, 46–60 years old, and over 60 years old. The data was collected using devices including iPhone X, iPhone XR, iPhone 11, iPhone 12, and iPhone 13. The dataset exhibits diverse characteristics, encompassing multiple facial expressions, various facial poses, adversarial samples, different lighting conditions, and varied scenarios. This 3D liveness detection dataset can be utilized for tasks such as 3D face recognition and 3D liveness detection.

搜集汇总

背景与挑战

背景概述

该数据集包含200名越南黄种人的3D活体检测数据，每人采集186张照片，涵盖室内外场景、多表情、姿态和光照条件，使用iPhone系列设备采集。数据以.jpg、.xml和.json格式提供，标注内容包括人物ID、国籍、性别、年龄等，准确率超过97%。