RGBP-Glass

我们使用LUCID PHX050S三色偏振器阵列相机收集了一个名为RGBP-glass的大规模偏振玻璃分割数据集，该相机记录每个颜色通道的四个不同的线性偏振方向 (0、45、90和135度) (即R，G，和B)。RGBP-Glass数据集包含4511 RGB强度和相应的像素对齐的三色AoLP和DoLP图像。所有图像都带有手动注释的像素级精确参考玻璃掩模。RGBP-Glass中的每个图像都包含至少一个野生玻璃对象。我们的RGBP-Glass数据集在场景和玻璃方面提供了丰富的多样性。有关RGBP-Glass数据集的详细统计数据，请参阅我们的论文。We collected a large-scale polarized glass segmentation dataset named RGBP-glass using the LUCID PHX050S three-color polarizer array camera. This camera captures four distinct linear polarization directions (0°, 45°, 90°, and 135°) for each color channel (i.e., R, G, and B). The RGBP-Glass dataset contains 4511 pairs of RGB intensity images and their corresponding pixel-aligned three-color Angle of Linear Polarization (AoLP) and Degree of Linear Polarization (DoLP) images. All images are accompanied by manually annotated pixel-level accurate reference glass masks. Each image in the RGBP-Glass dataset includes at least one real-world glass object. Our RGBP-Glass dataset offers rich diversity in terms of both scenes and glass objects. For detailed statistics of the RGBP-Glass dataset, please refer to our paper.

搜集汇总

背景与挑战

背景概述

RGBP-Glass是一个计算机视觉领域的数据集，由OpenDataLab创建并在CVPR会议上相关，大小为1.0KB，已获得1.4k关注。但详情页未提供具体数据内容、样本规模和应用场景等详细信息。