1,417人3D活体检测数据【数据堂】

1,417人3D活体检测数据的采集场景包括室内和室外。数据涵盖男性女性，年龄分布为少年到老人，以中青年为主 。采集设备包括iPhone X，iPhone XR。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。1,417人3D活体检测数据可用于3D人脸识别、3D活体检测等任务

The 1,417-subject 3D face liveness detection dataset covers both indoor and outdoor collection scenarios. The subjects include males and females, with an age distribution ranging from juveniles to the elderly, predominantly young and middle-aged adults. The data was collected using iPhone X and iPhone XR devices. The dataset features diversity in multiple facial expressions, various facial poses, adversarial samples, different lighting conditions, and diverse scenarios. This 1,417-subject 3D face liveness detection dataset can be applied to tasks such as 3D face recognition and 3D face liveness detection.

搜集汇总

背景与挑战

背景概述

该数据集包含1,417人的3D活体检测数据，每人采集168张照片，涵盖多表情、姿态、光照和场景等多样性。数据标注了人物ID、人种、性别、年龄等信息，准确率超过97%，适用于3D人脸识别和活体检测任务。