Re:Magic123: One Image to High-Quality 3D Object Generation
by elif on Friday August 04, 2023 @08:19AM
(#36998938)
As long as the voxels are weighted by some sort of confidence value, generating a high quality 3D model based upon a dozen or so goodish quality models is a trivial fitting task.
The problem with the multi-perspective approaches are: to do it well you need lasers and extremely stable AND perfectly localized observation points, making it slow, expensive and fragile for robotic applications, OR the image-to-model component of it is a grotesque anti-physics artifact hallucination which reinforces entropy as much as it does valid data leading to shitty models.
Essentially, this single image to 3D step is the key to both forms.
The problem with the multi-perspective approaches are: to do it well you need lasers and extremely stable AND perfectly localized observation points, making it slow, expensive and fragile for robotic applications, OR the image-to-model component of it is a grotesque anti-physics artifact hallucination which reinforces entropy as much as it does valid data leading to shitty models.
Essentially, this single image to 3D step is the key to both forms.