Projection, Texture-Mapping and Occlusion with RealSense™ Depth Cameras

When examining a camera like a RealSense Depth camera, it can be easy to overlook that, although the device is a single unit, it is composed of multiple different sensors. In the case of the stereo cameras, they include two near-infrared image sensors, an infrared emitter and an RGB sensor. In the case of the LiDAR camera L515, it has an emitter and sensor for the laser light, and an RGB sensor positioned above. When you take an image with any of the cameras, for each point the data you get consists of multiple different pieces of information from all these sensors combined together.

For one point in space, it will have an associated position (distance from the camera) and color information. The color data that comes from the RGB sensor is coming from a slightly different position than the depth information, so there are cases where overlapping or occluded objects can have color data that bleeds over or projects onto the wrong surface, as you can see in this synthetic example scene below.

Example showing how the color data from the green cone can be transferred onto the red cube
Example showing how the color data from the green cone can be transferred onto the red cube

In this whitepaper, the underlying concepts behind projection, texture mapping, and occlusion are explored, as well as strategies and methods to handle common problems in these areas.

Read the whitepaper here.

About RealSense

RealSense™ delivers the Visual Cortex of Physical AI™ through industry-leading depth cameras and vision technology used in autonomous mobile and humanoid robots, access control, industrial automation, healthcare and more. With a mission to deliver world-class perception systems for Physical AI and safely integrate robotics and AI into everyday life, RealSense provides intelligent, secure and reliable vision systems that help machines navigate and interact with the human world. The company is headquartered in Cupertino, California, with operations worldwide.

Media Contact


Emily Roberts


PRforRealSense@bospar.com

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