Labeled pupils in the wild (LPW)

We present labelled pupils in the wild (LPW), a novel dataset of 66 high-quality, high-speed eye region videos for the development and evaluation of pupil detection algorithms. The videos in our dataset were recorded from 22 participants in everyday locations at about 95 FPS using a state-of-the-art dark-pupil head-mounted eye tracker. They cover people with different ethnicities, a diverse set of everyday indoor and outdoor illumination environments, as well as natural gaze direction distributions. The dataset also includes participants wearing glasses, contact lenses, as well as make-up. Each video in the dataset consists of about 2,000 frames with a resolution of 640x480 pixels and was recorded at about 95 FPS, resulting in a total of 130,856 video frames. All videos were manually ground-truth annotated with accurate pupil ellipse and centre positions.

搜集汇总

背景与挑战

背景概述

Labeled pupils in the wild (LPW)是一个包含66个高质量眼部视频的数据集，用于瞳孔检测算法的开发与评估。数据集覆盖多种日常环境和参与者特征，所有视频均经过精确的手动标注。