SLP real cleaned up and reconstructed images

Cleaned up and calibrated real data addendum: SLP depth images with in-fill for where hair causes noise and where viewframe drops off side of the bed (uncover, cover1, cover2 - 13,620 images), depth renderings for occlusion-free SLP-3Dfits bodies (only_human - 4,545 images), spatial transforms from the camera to the bed, and ground truth reconstructed pressure maps P+ (4,545 maps) and their contact maps (4,545 maps). These are necessary for training BodyPressure models on the SLP real data.

搜集汇总

背景与挑战

背景概述

该数据集是一个用于睡眠压力监测的多模态医学影像数据集，包含清理后的深度图像、无遮挡人体渲染图像、空间变换以及地面真实压力图和接触图。其主要特点是处理了头发噪声和视野丢失问题，旨在支持BodyPressure模型在SLP真实数据上的训练，适用于计算机视觉和医疗健康应用。数据集规模总计约27,255张图像和地图。