Re:How Many Sensors for Autonomous Driving?
by cratermoon on Wednesday June 07, 2023 @02:02PM
(#36230725)
A human with one eye can use slight head movements and eye to gain a sense of depth. Perhaps the mono cameras need some kind of mount that allows them to not only look around but also move in 3 dimensions. That seems more complex than just having binocular cameras, though.
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Re:How Many Sensors for Autonomous Driving?
by ikhatri on Wednesday June 07, 2023 @02:45PM
(#36231510)
Yup! This kind of reconstruction is known as multi-view reconstruction. Though the cameras don't need to have a movable mount, they're already on a car which moves! The car moves and gives them a new "perspective" at every frame. That's how some monocular systems already work. Here's an example of one such system: https://github.com/nianticlabs/manydepth
That said, I think what you're referring to is more extreme perspectives that shift in ways the car cannot drive and you are correct that this would aid in reconstruction. This is how NERF models do their 3D reconstruction (https://nerfies.github.io/).
like pigeons.
Can't cameras do this by just comparing frame 1 to frame 2?
Re:How Many Sensors for Autonomous Driving?
by cratermoon on Wednesday June 07, 2023 @05:35PM
(#36233913)
Compare how?