Open3d 可以在 RGB 模式下可视化点云吗?

问题描述

我在 Open3D 中找到了几个关于从 RGB-D 图像可视化点云的教程.但我只在灰度模式下得到结果.这是我的示例代码:

I found several tutorials about visualization of point cloud from RGB-D image in Open3D. But I only got the result in gray-scale mode. Here is my example code:

import open3d as o3d # installed by running: <pip install open3d-python>
def img_to_pointcloud(img, depth, K, Rt):
    rgb = o3d.geometry.Image(img)
    depth = o3d.geometry.Image(depth)
    rgbd = o3d.geometry.create_rgbd_image_from_color_and_depth(rgb, depth, depth_scale=1.0, depth_trunc=50.0)
    fx, fy, cx, cy = K[0, 0], K[1, 1], K[0, 2], K[1, 2]
    intrinsic = o3d.camera.PinholeCameraIntrinsic(int(cx*2), int(cy*2), fx, fy, cx, cy)
    pc = o3d.create_point_cloud_from_rgbd_image(rgbd, intrinsic, Rt)
    o3d.visualization.draw_geometries([pc])

结果示例可以在 http://www.open3d.org/docs/release/getting_started.html#running-open3d-tutorials" rel="nofollow noreferrer">http://www.open3d.org/docs/release/getting_started.html#running-open3d-tutorials.Open3D 是否支持在 RGB 模式下可视化点云.如果没有，您会推荐 Python 中的哪些库?

The example of result can be found at http://www.open3d.org/docs/release/getting_started.html#running-open3d-tutorials. Does Open3D support visualize point cloud in RGB mode. If it doesn't, what the library would you recommend in Python?

推荐答案

是的，确实如此.

Open3D.geometry.create_rgbd_image_from_color_and_depth 有一个可选参数 convert_rgb_to_intensity，默认设置为 true.

Open3D.geometry.create_rgbd_image_from_color_and_depth has an optional parameter convert_rgb_to_intensity which is set to be true by default.

要在 RGB 模式下可视化，只需将第五行更改为
rgbd = o3d.geometry.create_rgbd_image_from_color_and_depth(rgb, depth, depth_scale=1.0, depth_trunc=50.0, convert_rgb_to_intensity=False).

To visualize in RGB mode, just change your fifth line to
rgbd = o3d.geometry.create_rgbd_image_from_color_and_depth(rgb, depth, depth_scale=1.0, depth_trunc=50.0, convert_rgb_to_intensity=False).

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