1 citations · 1 across the 1 of their papers we have counts for
2 papers
cs.CV2025
Generative Perception of Shape and Material from Differential Motion
Xinran Nicole Han, Ko Nishino, Todd Zickler
Perceiving the shape and material of an object from a single image is inherently ambiguous, especially when lighting is unknown and unconstrained. Despite this, humans can often di…
cs.CV2024★ 1 cited
Multistable Shape from Shading Emerges from Patch Diffusion
Xinran Nicole Han, Todd Zickler, Ko Nishino
Models for inferring monocular shape of surfaces with diffuse reflection -- shape from shading -- ought to produce distributions of outputs, because there are fundamental mathemati…