Sing Bing Kang

Orcid: 0000-0003-2016-2915

Affiliations:
  • Microsoft Research


According to our database1, Sing Bing Kang authored at least 172 papers between 1991 and 2024.

Collaborative distances:

Awards

IEEE Fellow

IEEE Fellow 2012, "For contributions to image-based modeling and rendering".

Timeline

Legend:

Book 
In proceedings 
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PhD thesis 
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Online presence:

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Bibliography

2024
iBARLE: imBalance-Aware Room Layout Estimation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023
Graph-CoVis: GNN-based Multi-view Panorama Global Pose Estimation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

U2RLE: Uncertainty-Guided 2-Stage Room Layout Estimation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Semantically supervised appearance decomposition for virtual staging from a single panorama.
ACM Trans. Graph., 2022

Generating Topological Structure of Floorplans from Room Attributes.
Proceedings of the ICMR '22: International Conference on Multimedia Retrieval, Newark, NJ, USA, June 27, 2022

SALVe: Semantic Alignment Verification for Floorplan Reconstruction from Sparse Panoramas.
Proceedings of the Computer Vision - ECCV 2022, 2022

CoVisPose: Co-visibility Pose Transformer for Wide-Baseline Relative Pose Estimation in 360$^\circ $ Indoor Panoramas.
Proceedings of the Computer Vision - ECCV 2022, 2022

LASER: LAtent SpacE Rendering for 2D Visual Localization.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

PSMNet: Position-aware Stereo Merging Network for Room Layout Estimation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Polarimetric Helmholtz Stereopsis.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Zillow Indoor Dataset: Annotated Floor Plans With 360deg Panoramas and 3D Room Layouts.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
DepthTransfer: Depth Extraction from Video Using Non-parametric Sampling.
CoRR, 2020

3D Face Reconstruction using Color Photometric Stereo with Uncalibrated Near Point Lights.
Proceedings of the 2020 IEEE International Conference on Computational Photography, 2020

2019
Personalized Exposure Control Using Adaptive Metering and Reinforcement Learning.
IEEE Trans. Vis. Comput. Graph., 2019

Hyperspectral Light Field Stereo Matching.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Content Aware Image Pre-Compensation.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

2D-to-Stereo Panorama Conversion Using GAN and Concentric Mosaics.
IEEE Access, 2019

Privacy-Preserving Action Recognition Using Coded Aperture Videos.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Privacy Preserving Image-Based Localization.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Revealing Scenes by Inverting Structure From Motion Reconstructions.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Semantic-Driven Generation of Hyperlapse from 360 Degree Video.
IEEE Trans. Vis. Comput. Graph., 2018

Personalized Attention-Aware Exposure Control Using Reinforcement Learning.
CoRR, 2018

Automatic 3D Indoor Scene Modeling From Single Panorama.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Visual attribute transfer through deep image analogy.
ACM Trans. Graph., 2017

Semantic-driven Generation of Hyperlapse from 360° Video.
CoRR, 2017

Personalized Cinemagraphs Using Semantic Understanding and Collaborative Learning.
Proceedings of the IEEE International Conference on Computer Vision, 2017

2016
Enhancing Light Fields through Ray-Space Stitching.
IEEE Trans. Vis. Comput. Graph., 2016

Temporally coherent completion of dynamic video.
ACM Trans. Graph., 2016

Memory-augmented Attention Modelling for Videos.
CoRR, 2016


2015
Fast Edge-Aware Denoising by Approximated Patch Geodesic Paths.
IEEE Trans. Circuits Syst. Video Technol., 2015

Change-Based Image Cropping with Exclusion and Compositional Features.
Int. J. Comput. Vis., 2015

Automatic Layer Separation using Light Field Imaging.
CoRR, 2015

Resolving Scale Ambiguity via XSlit Aspect Ratio Analysis.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Depth Recovery from Light Field Using Focal Stack Symmetry.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Ambient occlusion via compressive visibility estimation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

A light transport model for mitigating multipath interference in Time-of-flight sensors.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Extended Gaussian Image (EGI).
Computer Vision, A Reference Guide, 2014

Learning to be a depth camera for close-range human capture and interaction.
ACM Trans. Graph., 2014

Image completion using planar structure guidance.
ACM Trans. Graph., 2014

Depth Transfer: Depth Extraction from Video Using Non-Parametric Sampling.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Collaborative Personalization of Image Enhancement.
Int. J. Comput. Vis., 2014

Time-Mapping Using Space-Time Saliency.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

A Learning-to-Rank Approach for Image Color Enhancement.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Image Pre-compensation: Balancing Contrast and Ringing.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Light Field Stereo Matching Using Bilateral Statistics of Surface Cameras.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Spatially-varying image deblurring.
Proceedings of the Motion Deblurring: Algorithms and Systems, 2014

2013
Single-Image Vignetting Correction from Gradient Distribution Symmetries.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Transformation guided image completion.
Proceedings of the IEEE International Conference on Computational Photography, 2013

Post-processing approach for radiometric self-calibration of video.
Proceedings of the IEEE International Conference on Computational Photography, 2013

Learning the Change for Automatic Image Cropping.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Recovering Stereo Pairs from Anaglyphs.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Fast Patch-Based Denoising Using Approximated Patch Geodesic Paths.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Video Snapshots: Creating High-Quality Images from Video Clips.
IEEE Trans. Vis. Comput. Graph., 2012

Quality prediction for image completion.
ACM Trans. Graph., 2012

Editor's Note.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

State of the Journal.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Image Restoration by Matching Gradient Distributions.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Improving sub-pixel correspondence through upsampling.
Comput. Vis. Image Underst., 2012

Depth Extraction from Video Using Non-parametric Sampling.
Proceedings of the Computer Vision - ECCV 2012, 2012

Context-Based Automatic Local Image Enhancement.
Proceedings of the Computer Vision - ECCV 2012, 2012

2011
Matting and compositing of transparent and refractive objects.
ACM Trans. Graph., 2011

Editor's Note.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Editorial.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Editor's Note.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Guest Editors' Introduction to the Special Section on Award-Winning Papers from the IEEE Conference on Computer Vision and Pattern Recognition 2009 (CVPR 2009).
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Message from the Guest Editors-In-Chief.
IPSJ Trans. Comput. Vis. Appl., 2011

Depth Director: A System for Adding Depth to Movies.
IEEE Computer Graphics and Applications, 2011

A Viewer-Centric Editor for 3D Movies.
IEEE Computer Graphics and Applications, 2011

Noise suppression in low-light images through joint denoising and demosaicing.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Collaborative personalization of image enhancement.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010
Image deblurring using inertial measurement sensors.
ACM Trans. Graph., 2010

Using optical defocus to denoise.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Generating sharp panoramas from motion-blurred videos.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Personalization of image enhancement.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

A content-aware image prior.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Removing rolling shutter wobble.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Image-Based and Sketch-Based Modeling of Plants and Trees.
Proceedings of the Computer Vision - ACCV 2010, 2010

2009
Image-Based Modeling of Plants and Trees
Synthesis Lectures on Computer Vision, Morgan & Claypool Publishers, ISBN: 978-3-031-01808-4, 2009

Matte-Based Restoration of Vintage Video.
IEEE Trans. Image Process., 2009

An MRF-Based DeInterlacing Algorithm With Exemplar-Based Refinement.
IEEE Trans. Image Process., 2009

Single-Image Vignetting Correction.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

Texture Splicing.
Comput. Graph. Forum, 2009

Human video textures.
Proceedings of the 2009 Symposium on Interactive 3D Graphics, 2009

2008
Sketch-based tree modeling using Markov random field.
ACM Trans. Graph., 2008

Sketching reality: Realistic interpretation of architectural designs.
ACM Trans. Graph., 2008

Automatic Estimation and Removal of Noise from a Single Image.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Single-image vignetting correction using radial gradient symmetry.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
High Resolution Animated Scenes from Stills.
IEEE Trans. Vis. Comput. Graph., 2007

Image-based tree modeling.
ACM Trans. Graph., 2007

Parameter-Free Radial Distortion Correction with Center of Distortion Estimation.
IEEE Trans. Pattern Anal. Mach. Intell., 2007

Stereo for Image-Based Rendering using Image Over-Segmentation.
Int. J. Comput. Vis., 2007

4D view synthesis: navigating through time and space.
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2007

Using Photographs to Enhance Videos of a Static Scene.
Proceedings of the Eurographics Symposium on Rendering Techniques, Grenoble, France, 2007, 2007

Layered Depth Panoramas.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Flash Cut: Foreground Extraction with Flash and No-flash Image Pairs.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Inferring Temporal Order of Images From 3D Structure.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Automatic Removal of Chromatic Aberration from a Single Image.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Image-based rendering.
Springer, ISBN: 978-0-387-21113-8, 2007

2006
Animating Chinese paintings through stroke-based decomposition.
ACM Trans. Graph., 2006

Flash matting.
ACM Trans. Graph., 2006

Image-based plant modeling.
ACM Trans. Graph., 2006

Stereo Matching with Linear Superposition of Layers.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

Image-Based Rendering.
Found. Trends Comput. Graph. Vis., 2006

Boundary matting for view synthesis.
Comput. Vis. Image Underst., 2006

Real-time rendering of realistic rain.
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2006

Video and Image Bayesian Demosaicing with a Two Color Image Prior.
Proceedings of the Computer Vision, 2006

Single-Image Vignetting Correction.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Reconstructing Occluded Surfaces Using Synthetic Apertures: Stereo, Focus and Robust Measures.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Video Completion by Motion Field Transfer.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Noise Estimation from a Single Image.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Multi-View Multi-Exposure Stereo.
Proceedings of the 3rd International Symposium on 3D Data Processing, 2006

2005
Extracting layers and analyzing their specular properties using epipolar-plane-image analysis.
Comput. Vis. Image Underst., 2005

Stylizing 2.5-D video.
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2005

Consistent Segmentation for Optical Flow Estimation.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Separating Reflections in Human Iris Images for Illumination Estimation.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Parameter-Free Radial Distortion Correction with Centre of Distortion Estimation.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Symmetric Stereo Matching for Occlusion Handling.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

2004
High-quality video view interpolation using a layered representation.
ACM Trans. Graph., 2004

Error Analysis of Pure Rotation-Based Self-Calibration.
IEEE Trans. Pattern Anal. Mach. Intell., 2004

Lighting And Shadow Interpolation Using Intrinsic Lumigraphs.
Int. J. Image Graph., 2004

Extracting View-Dependent Depth Maps from a Collection of Images.
Int. J. Comput. Vis., 2004

Image-Based Interactive Exploration of Real-World Environments.
IEEE Computer Graphics and Applications, 2004

Estimating Intrinsic Images from Image Sequences with Biased Illumination.
Proceedings of the Computer Vision, 2004

2003
High dynamic range video.
ACM Trans. Graph., 2003

Survey of image-based representations and compression techniques.
IEEE Trans. Circuits Syst. Video Technol., 2003

Large environment rendering using plenoptic primitives.
IEEE Trans. Circuits Syst. Video Technol., 2003

Stereo Matching with Reflections and Translucency.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

Directional Histogram Model for Three-Dimensional Shape Similarity.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

2002
Appearance-Based Structure from Motion Using Linear Classes of 3-D Models.
Int. J. Comput. Vis., 2002

Lighting Interpolation by Shadow Morphing Using Intrinsic Lumigraphs.
Proceedings of the 10th Pacific Conference on Computer Graphics and Applications, 2002

Single-Image Reflectance Estimation for Relighting by Iterative Soft Grouping.
Proceedings of the 10th Pacific Conference on Computer Graphics and Applications, 2002

Multibaseline Stereo in the Presence of Specular Reflections.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

On the Motion and Appearance of Specularities in Image Sequences.
Proceedings of the Computer Vision, 2002

Diffuse-Specular Separation and Depth Recovery from Image Sequences.
Proceedings of the Computer Vision, 2002

2001
Error Analysis of Pure Rotation-Based Self-Calibration.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

Optimal Texture Map Reconstruction from Multiple Views.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

Handling Occlusions in Dense Multi-view Stereo.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

2000
Review of image-based rendering techniques.
Proceedings of the Visual Communications and Image Processing 2000, 2000

Panel Session on Visual Scene Representation.
Proceedings of the 3D Structure from Images, 2000

Rendering with Non-uniform Approximate Concentric Mosaics.
Proceedings of the 3D Structure from Images, 2000

Radial Distortion Snakes.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2000), 2000

Combined Spline- and Block-Based Motion Estimation for Video Coding.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Video Editing Using Figure Tracking and Image-Based Rendering.
Proceedings of the 2000 International Conference on Image Processing, 2000

The Geometry-Image Representation Tradeoff for Rendering.
Proceedings of the 2000 International Conference on Image Processing, 2000

Can We Calibrate a Camera Using an Image of a Flat, Textureless Lambertian Surface?
Proceedings of the Computer Vision - ECCV 2000, 6th European Conference on Computer Vision, Dublin, Ireland, June 26, 2000

Visual Tunnel Analysis for Visibility Prediction and Camera Planning.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

Catadioptric Self-Calibration.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

1999
Registration and integration of textured 3D data.
Image Vis. Comput., 1999

Characterization of Errors in Compositing Panoramic Images.
Comput. Vis. Image Underst., 1999

Multi-Layered Image-Based Rendering.
Proceedings of the Graphics Interface 1999 Conference, 1999

Is Appearance-Based Structure from Motion Viable?
Proceedings of the 2nd International Conference on 3D Digital Imaging and Modeling (3DIM '99), 1999

1998
Hands-free navigation in VR environments by tracking the head.
Int. J. Hum. Comput. Stud., 1998

Virtual Navigation of Complex Scenes using Clusters of Cylindrical Panoramic Images.
Proceedings of the Graphics Interface 1998 Conference, 1998

1997
Toward automatic robot instruction from perception-mapping human grasps to manipulator grasps.
IEEE Trans. Robotics Autom., 1997

Shape Ambiguities in Structure From Motion.
IEEE Trans. Pattern Anal. Mach. Intell., 1997

3-D Scene Data Recovery Using Omnidirectional Multibaseline Stereo.
Int. J. Comput. Vis., 1997

A Parallel Feature Tracker for Extended Image Sequences.
Comput. Vis. Image Underst., 1997

Registration and Integration of Textured 3-D Data.
Proceedings of the International Conference on Recent Advances in 3-D Digital Imaging and Modeling (3DIM '97), 1997

1995
Toward automatic robot instruction from perception-temporal segmentation of tasks from human hand motion.
IEEE Trans. Robotics Autom., 1995

A Multibaseline Stereo System with Active Illumination and Real-Time Image Acquisition.
Proceedings of the Procedings of the Fifth International Conference on Computer Vision (ICCV 95), 1995

A Robot System that Observes and Replicates Grasping Tasks.
Proceedings of the Procedings of the Fifth International Conference on Computer Vision (ICCV 95), 1995

1994
Recovering 3D Shape and Motion from Image Streams Using Nonlinear Least Squares.
J. Vis. Commun. Image Represent., 1994

Robot task programming by human demonstration.
Proceedings of the Intelligent Robots and Systems, 1994

Robot task programming by human demonstration: mapping human grasps to manipulator grasps.
Proceedings of IEEE/RSJ International Conference on Intelligent Robots and Systems, 1994

Grasp Recoguition and Manipulative Motion Characterization from Human Hand Motion Sequences.
Proceedings of the 1994 International Conference on Robotics and Automation, 1994

Determination of Motion Breakpoints in a Task Sequence from Human Hand Motion.
Proceedings of the 1994 International Conference on Robotics and Automation, 1994

1993
Toward automatic robot instruction from perception-recognizing a grasp from observation.
IEEE Trans. Robotics Autom., 1993

The Complex EGI: A New Representation for 3-D Pose Determination.
IEEE Trans. Pattern Anal. Mach. Intell., 1993

A grasp abstraction hierarchy for recognition of grasping tasks from observation.
Proceedings of 1993 IEEE/RSJ International Conference on Intelligent Robots and Systems, 1993

1992
Grasp Recognition Using The Contact Web.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 1992

1991
Determining 3-D object pose using the complex extended Gaussian image.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1991


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