HQ-WMCA Liveness Detection Dataset

HQ-WMCA stands for High-Quality Wide Multi-Channel Attack database, which consists of 2,904 multimodal short videos, including real-life and live attack samples. Among them, 555 live videos come from 51 collection objects, and the remaining 2,349 are live attack videos. The data types include: color, depth map, thermal infrared, near infrared, and short-wave infrared.