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Differential Viewpoints for Ground Terrain Material Recognition

Sep 22, 2020
Jia Xue, Hang Zhang, Ko Nishino, Kristin J. Dana

* IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2020 
* IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). arXiv admin note: substantial text overlap with arXiv:1612.02372 

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Video Region Annotation with Sparse Bounding Boxes

Aug 17, 2020
Yuzheng Xu, Yang Wu, Nur Sabrina binti Zuraimi, Shohei Nobuhara, Ko Nishino

* Accepted for publication in BMVC 2020 (Oral) 

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Invertible Neural BRDF for Object Inverse Rendering

Aug 11, 2020
Zhe Chen, Shohei Nobuhara, Ko Nishino

* accepted to ECCV 2020 as spotlight 

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3D-GMNet: Learning to Estimate 3D Shape from A Single Image As A Gaussian Mixture

Dec 10, 2019
Kohei Yamashita, Shohei Nobuhara, Ko Nishino


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Shape from Water Reflection

Jun 25, 2019
Ryo Kawahara, Shohei Nobuhara, Ko Nishino

* 8 pages, 7 figures 

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Recognizing Material Properties from Images

Jan 09, 2018
Gabriel Schwartz, Ko Nishino


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Differential Angular Imaging for Material Recognition

Jul 14, 2017
Jia Xue, Hang Zhang, Kristin Dana, Ko Nishino


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Material Recognition from Local Appearance in Global Context

Apr 12, 2017
Gabriel Schwartz, Ko Nishino


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Integrating Local Material Recognition with Large-Scale Perceptual Attribute Discovery

Apr 12, 2017
Gabriel Schwartz, Ko Nishino


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Friction from Reflectance: Deep Reflectance Codes for Predicting Physical Surface Properties from One-Shot In-Field Reflectance

Jul 10, 2016
Hang Zhang, Kristin Dana, Ko Nishino


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Radiometric Scene Decomposition: Scene Reflectance, Illumination, and Geometry from RGB-D Images

Apr 05, 2016
Stephen Lombardi, Ko Nishino

* 16 pages 

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Reflectance Hashing for Material Recognition

Feb 07, 2015
Hang Zhang, Kristin Dana, Ko Nishino


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