Sing Bing Kang | Academic Influence

Sing Bing Kang's AcademicInfluence.com Rankings

Sing Bing Kang

Computer Science

#4878

World Rank

#5149

Historical Rank

Artificial Intelligence

#2978

World Rank

#3024

Historical Rank

Database

#4406

World Rank

#4582

Historical Rank

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Computer Science

Sing Bing Kang's Degrees

PhD Computer Science Stanford University

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Why Is Sing Bing Kang Influential?

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According to Wikipedia, Sing Bing Kang is a computer scientist known for his work in image-based modeling and rendering. He is a distinguished scientist at Zillow. Kang has a Ph.D. from Carnegie Mellon University, completed in 1994. His dissertation, Robot Instruction by Human Demonstration, was supervised by Katsushi Ikeuchi. He worked for Microsoft Research before moving to Zillow.

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Sing Bing Kang's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

High-quality video view interpolation using a layered representation (2004) (1609)
Depth Transfer: Depth Extraction from Video Using Non-Parametric Sampling (2012) (626)
High dynamic range video (2003) (597)
Automatic Estimation and Removal of Noise from a Single Image (2008) (507)
Holoportation: Virtual 3D Teleportation in Real-time (2016) (488)
Symmetric stereo matching for occlusion handling (2005) (485)
Visual attribute transfer through deep image analogy (2017) (426)
Handling occlusions in dense multi-view stereo (2001) (424)
Review of image-based rendering techniques (2000) (415)
Registration and integration of textured 3-D data (1997) (391)
Noise Estimation from a Single Image (2006) (379)
Recovering 3D shape and motion from image streams using nonlinear least squares (1993) (375)
Parameter-Free Radial Distortion Correction with Center of Distortion Estimation (2005) (336)
Image deblurring using inertial measurement sensors (2010) (319)
Image completion using planar structure guidance (2014) (318)
Stereo for Image-Based Rendering using Image Over-Segmentation (2007) (307)
Survey of image-based representations and compression techniques (2003) (287)
Image-based plant modeling (2006) (286)
Image-based tree modeling (2007) (252)
3-D Scene Data Recovery Using Omnidirectional Multibaseline Stereo (1996) (228)
Reconstructing Occluded Surfaces Using Synthetic Apertures: Stereo, Focus and Robust Measures (2006) (227)
Survey of image-based rendering techniques (1998) (216)
Recovering 3 D Shape and Motion from Image Streams using Non-Linear Least Squares (1993) (200)
Catadioptric self-calibration (2000) (196)
Toward automatic robot instruction from perception-mapping human grasps to manipulator grasps (1997) (184)
The Complex EGI: A New Representation for 3-D Pose Determination (1993) (174)
Image Restoration by Matching Gradient Distributions (2011) (169)
Diffuse-Specular Separation and Depth Recovery from Image Sequences (2002) (168)
Extracting layers and analyzing their specular properties using epipolar-plane-image analysis (2005) (164)
Emerging Topics in Computer Vision (2004) (149)
Single-Image Vignetting Correction (2006) (146)
Consistent segmentation for optical flow estimation (2005) (146)
Direct methods for visual scene reconstruction (1995) (136)
Toward automatic robot instruction from perception-recognizing a grasp from observation (1993) (132)
Sketch-based tree modeling using Markov random field (2008) (127)
Removing rolling shutter wobble (2010) (126)
Image-based interactive exploration of real-world environments (2004) (125)
Light Field Stereo Matching Using Bilateral Statistics of Surface Cameras (2014) (123)
Depth Recovery from Light Field Using Focal Stack Symmetry (2015) (122)
A multibaseline stereo system with active illumination and real-time image acquisition (1995) (120)
Temporally coherent completion of dynamic video (2016) (119)
Time-Mapping Using Space-Time Saliency (2014) (118)
Toward automatic robot instruction from perception-temporal segmentation of tasks from human hand motion (1993) (117)
Using Photographs to Enhance Videos of a Static Scene (2007) (116)
Shape Ambiguities in Structure From Motion (1996) (114)
Sketching reality: Realistic interpretation of architectural designs (2008) (111)
A content-aware image prior (2010) (108)
Video Completion by Motion Field Transfer (2006) (106)
Flash matting (2006) (103)
Extracting View-Dependent Depth Maps from a Collection of Images (2004) (100)
Learning the Change for Automatic Image Cropping (2013) (97)
Panoramic vision : sensors, theory, and applications (2001) (95)
Can We Calibrate a Camera Using an Image of a Flat, Textureless Lambertian Surface? (2000) (94)
Quality prediction for image completion (2012) (90)
Revealing Scenes by Inverting Structure From Motion Reconstructions (2019) (86)
Flash Cut: Foreground Extraction with Flash and No-flash Image Pairs (2007) (84)
Personalization of image enhancement (2010) (82)
Determining 3-D object pose using the complex extended Gaussian image (1991) (81)
Estimating Intrinsic Images from Image Sequences with Biased Illumination (2004) (79)
Single-image vignetting correction using radial gradient symmetry (2008) (79)
Automatic Removal of Chromatic Aberration from a Single Image (2007) (78)
Generating sharp panoramas from motion-blurred videos (2010) (77)
Learning to be a depth camera for close-range human capture and interaction (2014) (77)
A light transport model for mitigating multipath interference in Time-of-flight sensors (2015) (70)
On the Motion and Appearance of Specularities in Image Sequences (2002) (70)
Optimal texture map reconstruction from multiple views (2001) (69)
Collaborative Personalization of Image Enhancement (2011) (67)
Context-Based Automatic Local Image Enhancement (2012) (66)
Inferring Temporal Order of Images From 3D Structure (2007) (66)
A Viewer-Centric Editor for 3D Movies (2011) (66)
A Learning-to-Rank Approach for Image Color Enhancement (2014) (65)
Boundary Matting for View Synthesis (2004) (62)
Computer Vision for Human–Machine Interaction: Visual Sensing of Humans for Active Public Interfaces (1998) (61)
Stereo matching with linear superposition of layers (2006) (60)
Bacteria Hunt: A multimodal, multiparadigm BCI game (2010) (59)
Animating Chinese paintings through stroke-based decomposition (2006) (58)
The geometry-image representation tradeoff for rendering (2000) (57)
Noise suppression in low-light images through joint denoising and demosaicing (2011) (57)
Radial Distortion Snakes (2001) (52)
Privacy Preserving Image-Based Localization (2019) (51)
Semantic-Driven Generation of Hyperlapse from 360 Degree Video (2018) (51)
Privacy-Preserving Action Recognition Using Coded Aperture Videos (2019) (51)
Characterization of errors in compositing panoramic images (1997) (49)
Robot instruction by human demonstration (1995) (47)
Grasp Recognition Using The Contact Web (1992) (47)
Depth Director: A System for Adding Depth to Movies (2011) (45)
Single-Image Vignetting Correction from Gradient Distribution Symmetries (2013) (44)
Multi-View Multi-Exposure Stereo (2006) (44)
A robot system that observes and replicates grasping tasks (1995) (43)
Enhancing Light Fields through Ray-Space Stitching (2016) (43)
Directional histogram model for three-dimensional shape similarity (2003) (43)
Human video textures (2009) (43)
Determination of motion breakpoints in a task sequence from human hand motion (1994) (42)
Stereo matching with reflections and translucency (2003) (40)
Semantic-driven Generation of Hyperlapse from 360° Video (2017) (40)
Fast Patch-Based Denoising Using Approximated Patch Geodesic Paths (2013) (39)
An Active Multibaseline Stereo System with Real-Time Image Acquisition (1994) (39)
High-quality Image-based Interactive Exploration of Real-World Environments 1 (2003) (38)
Automatic 3D Indoor Scene Modeling from Single Panorama (2018) (35)
Matting and compositing of transparent and refractive objects (2011) (35)
Robot task programming by human demonstration: mapping human grasps to manipulator grasps (1994) (35)
Seamless Stitching using Multi-Perspective Plane Sweep (2004) (35)
Layered Depth Panoramas (2007) (33)
Error analysis of pure rotation-based self-calibration (2004) (33)
Video and Image Bayesian Demosaicing with a Two Color Image Prior (2006) (32)
Real-time rendering of realistic rain (2006) (32)
Zillow Indoor Dataset: Annotated Floor Plans With 360° Panoramas and 3D Room Layouts (2021) (30)
A parallel feature tracker for extended image sequences (1995) (30)
Depth Painting for Image-based Rendering Applications (1999) (30)
Transformation guided image completion (2013) (30)
Multibaseline stereo in the presence of specular reflections (2002) (29)
Grasp recognition and manipulative motion characterization from human hand motion sequences (1994) (29)
Reflections of Reality in Jan van Eyck and Robert Campin (2004) (25)
Video Snapshots: Creating High-Quality Images from Video Clips (2012) (25)
Semi-automatic methods for recovering radial distortion parameters from a single image (1997) (25)
Virtual Navigation of Complex Scenes using Clusters of Cylindrical Panoramic Images (1998) (25)
Change-Based Image Cropping with Exclusion and Compositional Features (2015) (23)
Separating reflections in human iris images for illumination estimation (2005) (22)
A grasp abstraction hierarchy for recognition of grasping tasks from observation (1993) (21)
Memory-augmented Attention Modelling for Videos (2016) (21)
A Framework for Recognizing Grasps (1991) (21)
Hands-free navigation in VR environments by tracking the head (1998) (19)
Hyperspectral Light Field Stereo Matching (2017) (19)
Appearance-Based Structure from Motion Using Linear Classes of 3-D Models (2002) (18)
Rendering with Non-uniform Approximate Concentric Mosaics (2000) (17)
High Resolution Animated Scenes from Stills (2007) (17)
Automatic Layer Separation using Light Field Imaging (2015) (16)
Personalized Exposure Control Using Adaptive Metering and Reinforcement Learning (2018) (16)
A Light Transport Model for Mitigating Multipath Interference in TOF Sensors (2015) (16)
Geometric modelling of IC die bonds for inspection (1989) (15)
An MRF-Based DeInterlacing Algorithm With Exemplar-Based Refinement (2009) (14)
3-D Object Pose Determination Using Complex EGI (1990) (14)
Extraction of Concise and Realistic 3-D Models from Real Data (1995) (14)
Recovering Stereo Pairs from Anaglyphs (2013) (14)
Post-processing approach for radiometric self-calibration of video (2013) (13)
Stylizing 2.5-D video (2006) (13)
Stylizing 2.5-D video (2005) (13)
Geometrically valid pixel reprojection methods for novel view synthesis (1998) (12)
A Viewer-Centric Editor for Stereoscopic Cinema (2010) (12)
Improving sub-pixel correspondence through upsampling (2012) (11)
Personalized Cinemagraphs Using Semantic Understanding and Collaborative Learning (2017) (11)
Image-Based Modeling of Plants and Trees (2009) (11)
Cooperative segmentation and stereo using perspective space search (2004) (11)
Visual tunnel analysis for visibility prediction and camera planning (2000) (9)
Large environment rendering using plenoptic primitives (2003) (9)
Semantic-driven Generation of Hyperlapse from $360^\circ$ Video (2017) (9)
Article 1 A. M. Bronstein Shape Google: Geometric Words and Expressions for (20 pages) M. M. Bronstein Invariant Shape Retrieval (2011) (9)
A Scalable Video Rate Camera Interface (1994) (8)
Single-image reflectance estimation for relighting by iterative soft grouping (2002) (8)
An introduction to image-based rendering (2004) (8)
Robot task programming by human demonstration (1994) (8)
Simultaneous separation and depth recovery of specular reflections (2002) (8)
Ambient occlusion via compressive visibility estimation (2015) (8)
8th Asian Conference on Computer Vision (2007) (8)
Lighting interpolation by shadow morphing using intrinsic lumigraphs (2002) (7)
Multi-Layered Image-Based Rendering (1999) (7)
A Structure from Motion Approach using Constrained Deformable Models and Appearance Prediction (2002) (7)
Polarimetric Helmholtz Stereopsis (2021) (6)
4D view synthesis: navigating through time and space (2007) (6)
PSMNet: Position-aware Stereo Merging Network for Room Layout Estimation (2022) (6)
LASER: LAtent SpacE Rendering for 2D Visual Localization (2022) (6)
Is appearance-based structure from motion viable? (1999) (6)
Space-Time Memory: A Parallel Programming Abstraction for Dynamic Vision Applications (2002) (6)
Fast Edge-Aware Denoising by Approximated Patch Geodesic Paths (2015) (5)
Texture Splicing (2009) (5)
Matte-Based Restoration of Vintage Video (2009) (4)
Guest Editors' Introduction to the Special Section on Award-Winning Papers from the IEEE Conference on Computer Vision and Pattern Recognition 2009 (CVPR 2009) (2011) (4)
A viewer-centric editor for stereoscopic camera (2011) (4)
Image-Based and Sketch-Based Modeling of Plants and Trees (2010) (4)
Video editing using figure tracking and image-based rendering (2000) (4)
3-D object recognition using fuzzy quaternions (1992) (4)
2D-to-Stereo Panorama Conversion Using GAN and Concentric Mosaics (2019) (3)
Programming Grasping Tasks by Human Demonstration (1995) (3)
Personalized Attention-Aware Exposure Control Using Reinforcement Learning (2018) (3)
Rendering with Non-uniform Concentric Mosaics (2000) (3)
Using optical defocus to denoise (2010) (3)
3D Face Reconstruction using Color Photometric Stereo with Uncalibrated Near Point Lights (2019) (3)
Error analysis of pure rotation-based self-calibration (2001) (2)
Combined spline- and block-based motion estimation for video coding (2000) (2)
Synthesis Lectures on Computer Vision (2009) (2)
IC wire bond inspection using elliptical model approximation (1988) (2)
Animating Chinese Paintings through Stroke-Based Decomposition 1 (2006) (2)
Extended Gaussian Image (EGI) (2014) (2)
Quasi-Euclidean Recovery from Unknown but Complete Orbital Motion (2002) (2)
Content Aware Image Pre-Compensation (2019) (2)
Free-viewpoint video with stereo and matting (2004) (2)
Panel Session on Visual Scene Representation (2000) (2)
Lighting And Shadow Interpolation Using Intrinsic Lumigraphs (2004) (2)
Image Pre-compensation: Balancing Contrast and Ringing (2014) (2)
SALVe: Semantic Alignment Verification for Floorplan Reconstruction from Sparse Panoramas (2022) (2)
Message from the Guest Editors-In-Chief (2011) (1)
Visual Tunnel Analysis for Camera Planning and Visibility Prediction (2000) (1)
Resolving Scale Ambiguity via XSlit Aspect Ratio Analysis (2015) (1)
CoVisPose: Co-visibility Pose Transformer for Wide-Baseline Relative Pose Estimation in 360$^\circ $ Indoor Panoramas (2022) (1)
Vision for Graphics (2007) (1)
Title Survey of image-based representations and compressiontechniques (2001) (0)
Inverse Concentric Mosaic (2001) (0)
Editor's Note (2011) (0)
Change-Based Image Cropping with Exclusion and Compositional Features (2015) (0)
Organizing Committee and Area Chairs (2018) (0)
Session details: Computational illumination (2015) (0)
Shape Ambiguit ies in Structure from Mot ion (2005) (0)
U2RLE: Uncertainty-Guided 2-Stage Room Layout Estimation (2023) (0)
System and method for 3D stereo reconstruction based on color segmentation (2005) (0)
Preserving Image-Based Localization (0)
Recovering Stereo Pairs from Anaglyphs-Supplementary material (2013) (0)
Shiftable Windows for Stereo (2020) (0)
Semantically supervised appearance decomposition for virtual staging from a single panorama (2022) (0)
Editor's Note (2012) (0)
Editor's Note (2011) (0)
System and method for generating a two-layer 3D representation of a scene (2005) (0)
Reconstructing Occluded Surfaces using Synthetic Apertures: Shape from Focus vs. Shape from Stereo (2020) (0)
Performance Evaluation of Stereo Matching Algorithms in the Lack of Visual Features (2019) (0)
Rendering with non-uniform approximate concentric mosaics. Discussion (2001) (0)
Session details: Fun with single images (2008) (0)
Generating Topological Structure of Floorplans from Room Attributes (2022) (0)
Copy I 3-D Object Pose Determination Using Complex F " I (0)
Graph-CoVis: GNN-based Multi-view Panorama Global Pose Estimation (2023) (0)
Intra-Operative Medical Fluorescence Imaging Improvement (2016) (0)
AD-A 245 712 A Framework for Recognizing Grasps (0)
Proceedings of the 8th Asian conference on Computer vision - Volume Part I (2007) (0)
Method and apparatus for visual detection of people for active public interfaces (1998) (0)
Visual scene representation (2001) (0)
Extract Ordered Pairs Database Ordered Pairs Sample in Parameter Space Ranking Model ... Highest Rank Score Learn to Rank Choose Sampling Parameters (2014) (0)
Polarimetric Helmholtz Stereopsis Supplementary Material (2021) (0)
Transformation Guided Image Completion Supplementary material (2013) (0)
3-D object tracking and human grasp recognition for robot programming by demonstration (1995) (0)
Rendering with inverse concentric mosaics (2002) (0)
Spatially-varying image deblurring (2014) (0)
Locally Reparameterized Light Fields (2016) (0)
Panel session on visual scene representation. Discussion (2001) (0)
Session details: Light field & high dynamic range imaging (2007) (0)
Nteractive Scene Walk-throughs Have Long Been an Important Computer Graphics Appli- Cation Area. Starting with Fred Brooks' Pioneering Work (0)
Supplementary File for “ Time-mapping Using Space-Time Saliency ” (2014) (0)

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Other Resources About Sing Bing Kang

en.wikipedia.org

What Schools Are Affiliated With Sing Bing Kang?

Sing Bing Kang is affiliated with the following schools:

Stanford University