OULU-NPU 人脸防作伪数据集

Oulu-NPU 人脸活体检测数据库由 4,950 个真实和攻击视频组成。这些视频是用 6 台移动设备的前置摄像头录制的。共有三种不同的光照条件和背景场景。在 Oulu-NPU 数据库中考虑的呈现攻击类型是打印和视频重放。这些攻击是使用两台打印机和两台显示设备创建的。

The Oulu-NPU Face Liveness Detection Database consists of 4,950 genuine and attack videos. These videos were recorded using the front-facing cameras of six mobile devices. A total of three distinct lighting conditions and background scenarios are involved. The presentation attack types considered in the Oulu-NPU database include print attacks and video replay attacks, which were created using two printers and two display devices.

搜集汇总

背景与挑战

背景概述

OULU-NPU人脸防作伪数据集包含4,950个真实和攻击视频，用于人脸活体检测研究。数据集分为训练集、验证集和测试集，涵盖不同光照条件和背景场景，攻击类型包括打印和视频重放。