Loong Fah Cheong

Orcid: 0000-0001-5259-9113

Affiliations:
  • National University of Singapore


According to our database1, Loong Fah Cheong authored at least 117 papers between 1996 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2022
Learning Clustering for Motion Segmentation.
IEEE Trans. Circuits Syst. Video Technol., 2022

2021
3D Rigid Motion Segmentation with Mixed and Unknown Number of Models.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

2020
Fast Postprocessing for Difficult Discrete Energy Minimization Problems.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

All in One Bad Weather Removal Using Architectural Search.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Single-Image Camera Response Function Using Prediction Consistency and Gradual Refinement.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

Nighttime Stereo Depth Estimation using Joint Translation-Stereo Learning: Light Effects and Uninformative Regions.
Proceedings of the 8th International Conference on 3D Vision, 2020

2019
Sparse and Low-Rank Matrix Decomposition for Automatic Target Detection in Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2019

Depth Estimation in Nighttime using Stereo-Consistent Cyclic Translations.
CoRR, 2019

3D Rigid Motion Segmentation with Mixed and Unknown Number of Models.
CoRR, 2019

Degeneracy in Self-Calibration Revisited and a Deep Learning Solution for Uncalibrated SLAM.
CoRR, 2019

Automatic Target Detection for Sparse Hyperspectral Images.
CoRR, 2019

Learning for Multi-Type Subspace Clustering.
CoRR, 2019

Learning for Multi-Model and Multi-Type Fitting.
CoRR, 2019

Super-Trajectories: A Compact Yet Rich Video Representation.
CoRR, 2019

Degeneracy in Self-Calibration Revisited and a Deep Learning Solution for Uncalibrated SLAM.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

RainFlow: Optical Flow Under Rain Streaks and Rain Veiling Effect.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Learning Structure-And-Motion-Aware Rolling Shutter Correction.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Video Foreground Cosegmentation Based on Common Fate.
IEEE Trans. Circuits Syst. Video Technol., 2018

Simultaneous Clustering and Model Selection: Algorithm, Theory and Applications.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Robust Detection and Affine Rectification of Planar Homogeneous Texture for Scene Understanding.
Int. J. Comput. Vis., 2018

Proximal robust factorization for piecewise planar reconstruction.
Comput. Vis. Image Underst., 2018

Target and Background Separation in Hyperspectral Imagery for Automatic Target Detection.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Into the Twilight Zone: Depth Estimation Using Joint Structure-Stereo Optimization.
Proceedings of the Computer Vision - ECCV 2018, 2018

Robust Optical Flow in Rainy Scenes.
Proceedings of the Computer Vision - ECCV 2018, 2018

Baseline Desensitizing in Translation Averaging.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Motion Segmentation by Exploiting Complementary Geometric Models.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Robust Video Background Identification by Dominant Rigid Motion Estimation.
Proceedings of the Computer Vision - ACCV 2018, 2018

2017
Minimal Basis Subspace Representation: A Unified Framework for Rigid and Non-rigid Motion Segmentation.
Int. J. Comput. Vis., 2017

Single Image Deraining using Scale-Aware Multi-Stage Recurrent Network.
CoRR, 2017

Robust Optical Flow Estimation in Rainy Scenes.
CoRR, 2017

Two-Stream Flow-Guided Convolutional Attention Networks for Action Recognition.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Rolling-Shutter-Aware Differential SfM and Image Rectification.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Simultaneous sparsity-based binary hypothesis model for real hyperspectral target detection.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Direct Photometric Alignment by Mesh Deformation.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Sparsity-Based cholesky factorization and its application to hyperspectral anomaly detection.
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017

2016
Seamless Video Stitching from Hand-held Camera Inputs.
Comput. Graph. Forum, 2016

Visual tracking via sparsity pattern learning.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

SEAGULL: Seam-Guided Local Alignment for Parallax-Tolerant Image Stitching.
Proceedings of the Computer Vision - ECCV 2016, 2016

Facilitating and Exploring Planar Homogeneous Texture for Indoor Scene Understanding.
Proceedings of the Computer Vision - ECCV 2016, 2016

Simultaneous Clustering and Model Selection for Tensor Affinities.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Segmentation Over Detection via Optimal Sparse Reconstructions.
IEEE Trans. Circuits Syst. Video Technol., 2015

Background Context Augmented Hypothesis Graph for Object Segmentation.
IEEE Trans. Circuits Syst. Video Technol., 2015

Practical Matrix Completion and Corruption Recovery Using Proximal Alternating Robust Subspace Minimization.
Int. J. Comput. Vis., 2015

Actionness-Assisted Recognition of Actions.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Simultaneous video defogging and stereo reconstruction.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Block-Sparse RPCA for Salient Motion Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

SCAMS: Simultaneous Clustering and Model Selection.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Modeling the Temporality of Saliency.
Proceedings of the Computer Vision - ACCV 2014, 2014

Consistent Foreground Co-segmentation.
Proceedings of the Computer Vision - ACCV 2014, 2014

Adaptive Sparse Coding for Painting Style Analysis.
Proceedings of the Computer Vision - ACCV 2014, 2014

2013
Quasi-Parallax for Nearly Parallel Frontal Eyes - A Possible Role of Binocular Overlap During Rapid Locomotion.
Int. J. Comput. Vis., 2013

Diminished reality using appearance and 3D geometry of internet photo collections.
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2013

Semantic Segmentation without Annotating Segments.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Perspective Motion Segmentation via Collaborative Clustering.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Minimal Basis Facility Location for Subspace Segmentation.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Video Co-segmentation for Meaningful Action Extraction.
Proceedings of the IEEE International Conference on Computer Vision, 2013

2012
Active Visual Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Simultaneous Camera Pose and Correspondence Estimation with Motion Coherence.
Int. J. Comput. Vis., 2012

Segmentation over Detection by Coupled Global and Local Sparse Representations.
Proceedings of the Computer Vision - ECCV 2012, 2012

Block-Sparse RPCA for Consistent Foreground Detection.
Proceedings of the Computer Vision - ECCV 2012, 2012

Seeing double without confusion: Structure-from-motion in highly ambiguous scenes.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011
Behaviour of SFM algorithms with erroneous calibration.
Comput. Vis. Image Underst., 2011

Multi-view repetitive structure detection.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Smoothly varying affine stitching.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010
When Discrete Meets Differential.
Int. J. Comput. Vis., 2010

Selective Image Super-Resolution
CoRR, 2010

Activity recognition using dense long-duration trajectories.
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

Robust Low-Rank Subspace Segmentation with Semidefinite Guarantees.
Proceedings of the ICDMW 2010, 2010

Randomized Locality Sensitive Vocabularies for Bag-of-Features Model.
Proceedings of the Computer Vision, 2010

2009
Symmetric architecture modeling with a single image.
ACM Trans. Graph., 2009

Taxonomy of Directing Semantics for Film Shot Classification.
IEEE Trans. Circuits Syst. Video Technol., 2009

Linear Quasi-Parallax SfM Using Laterally-Placed Eyes.
Int. J. Comput. Vis., 2009

Automatic camera calibration of broadcast tennis video with applications to 3D virtual content insertion and ball detection and tracking.
Comput. Vis. Image Underst., 2009

Fall Detection and Alert for Ageing-at-Home of Elderly.
Proceedings of the Ambient Assistive Health and Wellness Management in the Heart of the City, 2009

Active segmentation with fixation.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Simultaneous camera pose and correspondence estimation in cornerless images.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Hierarchical spatio-temporal context modeling for action recognition.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008
Film shot classification using directing semantics.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

3D ordinal constraint in spatial configuration for robust scene recognition.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Linear ego-motion recovery algorithm based on quasi-parallax.
Proceedings of the International Conference on Image Processing, 2008

Learning by Propagability.
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Behind the Depth Uncertainty: Resolving Ordinal Depth in SFM.
Proceedings of the Computer Vision, 2008

2007
Accurate and Stable Camera Calibration of Broadcast Tennis Video.
Proceedings of the International Conference on Image Processing, 2007

2006
Affective understanding in film.
IEEE Trans. Circuits Syst. Video Technol., 2006

Inserting 3D projected virtual content into broadcast tennis video.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

How Do Movie Viewers Perceive Scene Structure from Dynamic Cues.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Error Characteristics of SFM with Erroneous Focal Length.
Proceedings of the Computer Vision, 2006

Error Analysis of SFM Under Weak-Perspective Projection.
Proceedings of the Computer Vision, 2006

2005
MRF Augmented Particle Filter Tracker.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

2004
Addressing the Problems of Bayesian Network Classification of Video Using High-Dimensional Features.
IEEE Trans. Knowl. Data Eng., 2004

On the distortion of shape recovery from motion.
Image Vis. Comput., 2004

Depth distortion under calibration uncertainty.
Comput. Vis. Image Underst., 2004

A trajectory-based ball detection and tracking algorithm in broadcast tennis video.
Proceedings of the 2004 International Conference on Image Processing, 2004

2003
Framework for Synthesizing Semantic-Level Indices.
Multim. Tools Appl., 2003

Understanding the Behavior of SFM Algorithms: A Geometric Approach.
Int. J. Comput. Vis., 2003

Error Analysis of 3-D Motion Estimation Algorithms in the Differential Case.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

Establishment Shot Detection Using Qualitative Motion.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

2002
Synergizing spatial and temporal texture.
IEEE Trans. Image Process., 2002

Robust identification of gradual shot-transition types.
Proceedings of the 2002 International Conference on Image Processing, 2002

Parsing video programs into individual segments using FSA modeling.
Proceedings of the 2002 International Conference on Image Processing, 2002

Employing Discrete Bayes Error rate for discretization and feature selection.
Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002

Distortion of Shape from Motion.
Proceedings of the British Machine Vision Conference 2002, 2002

2001
Shot Change Detection Using Scene-Based Constraint.
Multim. Tools Appl., 2001

Characterizing Depth Distortion under Different Generic Motions.
Int. J. Comput. Vis., 2001

Developing an integrated video analysis system.
Proceedings of the Visual Communications and Image Processing 2001, 2001

Techniques for designing a classifier for multimedia indexing.
Proceedings of the Storage and Retrieval for Media Databases 2001, 2001

Dynamic bayesian framework for extracting temporal structure in video.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

2000
Scene-Based Shot Change Detection and Comparative Evaluation.
Comput. Vis. Image Underst., 2000

Visual Encoding of Tilt from Optic Flow: Psychophysics and Computational Modelling.
Proceedings of the Computer Vision - ECCV 2000, 6th European Conference on Computer Vision, Dublin, Ireland, June 26, 2000

Characterizing Depth Distortion due to Calibration Uncertainty.
Proceedings of the Computer Vision - ECCV 2000, 6th European Conference on Computer Vision, Dublin, Ireland, June 26, 2000

1999
Geometry of Distorted Visual Space and Cremona Transformation.
Int. J. Comput. Vis., 1999

1998
3D Motion and Shape Representations in Visual Servo Control.
Int. J. Robotics Res., 1998

Effects of Errors in the Viewing Geometry on Shape Estimation.
Comput. Vis. Image Underst., 1998

1997
Visual space distortion.
Biol. Cybern., 1997

The Geometry of Visual Space Distortion.
Proceedings of the Algebraic Frames for the Perception-Action Cycle, 1997

1996
Spatiotemporal Representations for Visual Navigation.
Proceedings of the Computer Vision, 1996


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