Shape, albedo, and illumination from a single image of an unknown object
By Jonathan T. Barron, Jitendra Malik. 2012
178 citations recorded by the source corpus.
Subfields: Computer Vision and Pattern Recognition, Media Technology
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
In Computer Vision and Pattern Recognition
- Jitendra Malik
- Luc Van Gool
- Xiaogang Wang
- Ming-Hsuan Yang
- Andrew Zisserman
- Andrea Vedaldi
- Trevor Darrell
- Dacheng Tao
In Media Technology
- Ira Kemelmacher-Shlizerman
- Derek Hoiem
- Jonathan T. Barron
- Jitendra Malik
- João Carreira
- Jorge P. Batista
- Jason Rock
- Lourdes de Agapito
Citations in the corpus
- Lifting Object Detection Datasets into 3D (2015, methodology): “Related methods, but employing parametric classifiers, have also been successfully used for scene reconstruction from a single image [28], [29], [30].”
- Boundary Cues for 3D Object Shape Recovery (2013, methodology): “We refer the reader to [1, 2] for further details.”
- Internet Based Morphable Model (2013, background): “Similarly,[23] reconstruct a shape by combining patches from a database of depths, [7] proposed general (non face specific) priors on depth and albedo for shape from shading.”
- Photorealistic Facial Texture Inference Using Deep Neural Networks (2016, background): “Barron and Malik [3] introduced a statistical approach to estimate shape, illumination, and re-flectance from arbitrary objects.”
- Color Constancy, Intrinsic Images, and Shape Estimation (2012, methodology): “We will generalize the algorithm of [1] for computing 1D entropy to our 3D case.”
- Intrinsic Scene Properties from a Single RGB-D Image (2013, methodology): “We use a linear combination of the smoothness and flatness terms fκ(Z) and ff (Z) introduced in [4] and refined in [3], without the occluding contour prior (as we no longer know the occluding contours of objects in the scene) with an additional term fẐ(Z,U) that incorporates knowledge from the raw s”
- Ieee Transactions on Pattern Analysis and Machine Intelligence Shape, Illumination, and Reflectance from Shading (unknown): “Earlier versions of this work have been presented in a piecemeal fashion, over the course of many papers [5], [6], [7].”
- Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding (2020, unknown): “[5] Jonathan T Barron and Jitendra Malik.”