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04/14/2023
DeePoint: Pointing Recognition and Direction Estimation From A Fixed View
In this paper, we realize automatic visual recognition and direction est...
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03/31/2023
Fooling Polarization-based Vision using Locally Controllable Polarizing Projection
Polarization is a fundamental property of light that encodes abundant in...
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03/23/2023
TransPoser: Transformer as an Optimizer for Joint Object Shape and Pose Estimation
We propose a novel method for joint estimation of shape and pose of rigi...
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03/16/2023
InCrowdFormer: On-Ground Pedestrian World Model From Egocentric Views
We introduce an on-ground Pedestrian World Model, a computational model ...
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12/08/2022
Fresnel Microfacet BRDF: Unification of Polari-Radiometric Surface-Body Reflection
Computer vision applications have heavily relied on the linear combinati...
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10/12/2022
ViewBirdiformer: Learning to recover ground-plane crowd trajectories and ego-motion from a single ego-centric view
We introduce a novel learning-based method for view birdification, the t...
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07/25/2022
nLMVS-Net: Deep Non-Lambertian Multi-View Stereo
We introduce a novel multi-view stereo (MVS) method that can simultaneou...
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07/08/2022
BlindSpotNet: Seeing Where We Cannot See
We introduce 2D blind spot estimation as a critical visual task for road...
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11/09/2021
View Birdification in the Crowd: Ground-Plane Localization from Perceived Movements
We introduce view birdification, the problem of recovering ground-plane ...
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09/22/2020
Differential Viewpoints for Ground Terrain Material Recognition
Computational surface modeling that underlies material recognition has t...
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08/17/2020
Video Region Annotation with Sparse Bounding Boxes
Video analysis has been moving towards more detailed interpretation (e.g...
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08/10/2020
Invertible Neural BRDF for Object Inverse Rendering
We introduce a novel neural network-based BRDF model and a Bayesian fram...
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12/10/2019
3D-GMNet: Learning to Estimate 3D Shape from A Single Image As A Gaussian Mixture
In this paper, we introduce 3D-GMNet, a deep neural network for single-i...
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06/25/2019
Shape from Water Reflection
This paper introduces single-image 3D scene reconstruction from water re...
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01/09/2018
Recognizing Material Properties from Images
Humans rely on properties of the materials that make up objects to guide...
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12/07/2016
Differential Angular Imaging for Material Recognition
Material recognition for real-world outdoor surfaces has become increasi...
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11/28/2016
Material Recognition from Local Appearance in Global Context
Recognition of materials has proven to be a challenging problem due to t...
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04/05/2016
Radiometric Scene Decomposition: Scene Reflectance, Illumination, and Geometry from RGB-D Images
Recovering the radiometric properties of a scene (i.e., the reflectance,...
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04/05/2016
Integrating Local Material Recognition with Large-Scale Perceptual Attribute Discovery
Material attributes have been shown to provide a discriminative intermed...
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03/25/2016
Friction from Reflectance: Deep Reflectance Codes for Predicting Physical Surface Properties from One-Shot In-Field Reflectance
Images are the standard input for vision algorithms, but one-shot infiel...
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02/07/2015