TEyeD:包含超过2000万真实世界眼图像的统一公开数据集,包含瞳孔、眼睑和虹膜的2D和3D分割,2D和3D标记,3D眼球,注视向量和眼动类型
TEyeD: Over 20 million real-world eye images with Pupil, Eyelid, and Iris 2D and 3D Segmentations, 2D and 3D Landmarks, 3D Eyeball, Gaze Vector, and Eye Movement Types
AI总结:
TEyeD是一个包含超过2000万张真实世界眼图像的大型数据集,提供瞳孔、虹膜和眼睑的2D和3D分割,以及注视向量和眼动类型,用于推动计算机视觉和VR/AR应用中的眼追踪研究。
摘要:
我们介绍了TEyeD,全球最大的统一公开眼图像数据集,由头戴式设备采集。TEyeD使用七种不同的头戴式眼追踪器获取,其中两种集成到虚拟现实(VR)或增强现实(AR)设备中。TEyeD中的图像来自各种任务,包括汽车骑行、模拟器骑行、户外运动活动和日常室内活动。该数据集包括2D和3D标记、语义分割、3D眼球注释以及所有图像的注视向量和眼动类型。标记和语义分割提供给瞳孔、虹膜和眼睑。视频长度从几分钟到几小时不等。拥有超过2000万张精心标注的图像,TEyeD提供了一个独特、连贯的资源和一个有价值的基座,用于推动计算机视觉、眼追踪和现代VR和AR应用中的注视估计领域的研究。下载:https://es-cloud.cs.uni-tuebingen.de/d/8e2ab8c3fdd444e1a135/?p=%2FTEyeDS&mode=list 替代下载:https://hctlsrva.edu.sot.tum.de/TEyeDS/
英文摘要:
We present TEyeD, the world's largest unified public data set of eye images taken with head-mounted devices. TEyeD was acquired with seven different head-mounted eye trackers. Among them, two eye trackers were integrated into virtual reality (VR) or augmented reality (AR) devices. The images in TEyeD were obtained from various tasks, including car rides, simulator rides, outdoor sports activities, and daily indoor activities. The data set includes 2D and 3D landmarks, semantic segmentation, 3D eyeball annotation and the gaze vector and eye movement types for all images. Landmarks and semantic segmentation are provided for the pupil, iris and eyelids. Video lengths vary from a few minutes to several hours. With more than 20 million carefully annotated images, TEyeD provides a unique, coherent resource and a valuable foundation for advancing research in the field of computer vision, eye tracking and gaze estimation in modern VR and AR applications. Download: https://es-cloud.cs.uni-tuebingen.de/d/8e2ab8c3fdd444e1a135/?p=%2FTEyeDS&mode=list Alternative Download: https://hctlsrva.edu.sot.tum.de/TEyeDS/
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。