Guanghui Wang

Orcid: 0000-0003-3182-104X

Affiliations:
  • Toronto Metropolitan University, Canada
  • University of Kansas, Lawrence, KS, USA (former)


According to our database1, Guanghui Wang authored at least 135 papers between 2002 and 2024.

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

Timeline

Legend:

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Bibliography

2024
Assessing Patient Eligibility for Inspire Therapy through Machine Learning and Deep Learning Models.
CoRR, 2024

Kitchen Food Waste Image Segmentation and Classification for Compost Nutrients Estimation.
CoRR, 2024

Predicting Mitral Valve mTEER Surgery Outcomes Using Machine Learning and Deep Learning Techniques.
CoRR, 2024

2023
Learning Sub-Pixel Disparity Distribution for Light Field Depth Estimation.
IEEE Trans. Computational Imaging, 2023

Prescribed Grass Fire Mapping and Rate of Spread Measurement Using NIR Images From a Small Fixed-Wing UAS.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Gender, Smoking History, and Age Prediction from Laryngeal Images.
J. Imaging, 2023

Disentangled Representation Learning for Controllable Person Image Generation.
CoRR, 2023

Aphid Cluster Recognition and Detection in the Wild Using Deep Learning Models.
CoRR, 2023

A New Dataset and Comparative Study for Aphid Cluster Detection.
CoRR, 2023

Accumulated Trivial Attention Matters in Vision Transformers on Small Datasets.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

PST-Net: Point Cloud Completion Network Based on Local Geometric Feature Reuse and Neighboring Recovery with Taylor Approximation.
Proceedings of the International Joint Conference on Neural Networks, 2023

MOFA: A Model Simplification Roadmap for Image Restoration on Mobile Devices.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

On the Real-Time Semantic Segmentation of Aphid Clusters in the Wild.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
A Domain Gap Aware Generative Adversarial Network for Multi-Domain Image Translation.
IEEE Trans. Image Process., 2022

Building Instance Mapping From ALS Point Clouds Aided by Polygonal Maps.
IEEE Trans. Geosci. Remote. Sens., 2022

A discriminative channel diversification network for image classification.
Pattern Recognit. Lett., 2022

Semantic clustering based deduction learning for image recognition and classification.
Pattern Recognit., 2022

Dynamic Label Assignment for Object Detection by Combining Predicted IoUs and Anchor IoUs.
J. Imaging, 2022

An unsupervised domain adaptation model based on dual-module adversarial training.
Neurocomputing, 2022

Towards more effective PRM-based crowd counting via a multi-resolution fusion and attention network.
Neurocomputing, 2022

Explicitly Increasing Input Information Density for Vision Transformers on Small Datasets.
CoRR, 2022

In Defense of Subspace Tracker: Orthogonal Embedding for Visual Tracking.
CoRR, 2022

Dynamic Label Assignment for Object Detection by Combining Predicted and Anchor IoUs.
CoRR, 2022

Aggregating Global Features into Local Vision Transformer.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Robust Structured Declarative Classifiers for 3D Point Clouds: Defending Adversarial Attacks with Implicit Gradients.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Multiple Classifiers Based Adversarial Training for Unsupervised Domain Adaptation.
Proceedings of the 19th Conference on Robots and Vision, 2022

2021
Deep feature augmentation for occluded image classification.
Pattern Recognit., 2021

Stereo Frustums: a Siamese Pipeline for 3D Object Detection.
J. Intell. Robotic Syst., 2021

SOSD-Net: Joint semantic object segmentation and depth estimation from monocular images.
Neurocomputing, 2021

Miti-DETR: Object Detection based on Transformers with Mitigatory Self-Attention Convergence.
CoRR, 2021

Multiple Classifiers Based Maximum Classifier Discrepancy for Unsupervised Domain Adaptation.
CoRR, 2021

Colonoscopy Polyp Detection and Classification: Dataset Creation and Comparative Evaluations.
CoRR, 2021

Branch-and-Pruning Optimization Towards Global Optimality in Deep Learning.
CoRR, 2021

Classification of Long Noncoding RNA Elements Using Deep Convolutional Neural Networks and Siamese Networks.
CoRR, 2021

A Fine-Grained Visual Attention Approach for Fingerspelling Recognition in the Wild.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Parallel Scale-wise Attention Network for Effective Scene Text Recognition.
Proceedings of the International Joint Conference on Neural Networks, 2021

Model Predictive Control of Nonlinear Latent Force Models: A Scenario-Based Approach.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Six-Channel Image Representation for Cross-Domain Object Detection.
Proceedings of the Image and Graphics - 11th International Conference, 2021

Audio-Visual Transformer Based Crowd Counting.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

DRB-GAN: A Dynamic ResBlock Generative Adversarial Network for Artistic Style Transfer.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Enhanced U-Net: A Feature Enhancement Network for Polyp Segmentation.
Proceedings of the 18th Conference on Robots and Vision, 2021

SGNet: A Super-class Guided Network for Image Classification and Object Detection.
Proceedings of the 18th Conference on Robots and Vision, 2021

Few-Shot Learning by Integrating Spatial and Frequency Representation.
Proceedings of the 18th Conference on Robots and Vision, 2021

2020
Boosting Occluded Image Classification via Subspace Decomposition-Based Estimation of Deep Features.
IEEE Trans. Cybern., 2020

Joint Correlation Filtering for Visual Tracking.
IEEE Trans. Circuits Syst. Video Technol., 2020

ZoomCount: A Zooming Mechanism for Crowd Counting in Static Images.
IEEE Trans. Circuits Syst. Video Technol., 2020

MDFN: Multi-scale deep feature learning network for object detection.
Pattern Recognit., 2020

Adaptively Denoising Proposal Collection for Weakly Supervised Object Localization.
Neural Process. Lett., 2020

Efficient Golf Ball Detection and Tracking Based on Convolutional Neural Networks and Kalman Filter.
CoRR, 2020

A Comparative Study on Polyp Classification using Convolutional Neural Networks.
CoRR, 2020

Impact of camera focal length and sUAS flying altitude on spatial crop canopy temperature evaluation.
Comput. Electron. Agric., 2020

Dynamic contest model with bounded rationality.
Appl. Math. Comput., 2020

Location-Aware Box Reasoning for Anchor-Based Single-Shot Object Detection.
IEEE Access, 2020

Self-Orthogonality Module: A Network Architecture Plug-in for Learning Orthogonal Filters.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Towards Learning Affine-Invariant Representations via Data-Efficient CNNs.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Plug-and-Play Rescaling Based Crowd Counting in Static Images.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Real-time Golf Ball Detection and Tracking Based on Convolutional Neural Networks.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Classification of Noncoding RNA Elements Using Deep Convolutional Neural Networks.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Improving High Dynamic Range Image Based Light Measurement.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Why Layer-Wise Learning is Hard to Scale-up and a Possible Solution via Accelerated Downsampling.
Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020

Multi-Resolution Fusion and Multi-scale Input Priors Based Crowd Counting.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
Adversarially Approximated Autoencoder for Image Generation and Manipulation.
IEEE Trans. Multim., 2019

Toward learning a unified many-to-many mapping for diverse image translation.
Pattern Recognit., 2019

Sparse subspace clustering via Low-Rank structure propagation.
Pattern Recognit., 2019

3D reconstruction for ultrasonic C-scan images of tissue-mimicking phantom based on an improved K-nearest neighbor filtering.
Multim. Tools Appl., 2019

Stacked Wasserstein Autoencoder.
Neurocomputing, 2019

Exploiting the Anisotropy of Correlation Filter Learning for Visual Tracking.
Int. J. Comput. Vis., 2019

Object Detection with Convolutional Neural Networks.
CoRR, 2019

Dictionary Representation of Deep Features for Occlusion-Robust Face Recognition.
IEEE Access, 2019

Unsupervised Deep Feature Transfer for Low Resolution Image Classification.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Unsupervised Joint 3D Object Model Learning and 6D Pose Estimation for Depth-Based Instance Segmentation.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

2018
Real-Time Obstacle Detection and Tracking for Sense-and-Avoid Mechanism in UAVs.
IEEE Trans. Intell. Veh., 2018

Exploiting Spatial-Temporal Locality of Tracking via Structured Dictionary Learning.
IEEE Trans. Image Process., 2018

Learning Depth From Single Images With Deep Neural Network Embedding Focal Length.
IEEE Trans. Image Process., 2018

Correlation Filter Learning Toward Peak Strength for Visual Tracking.
IEEE Trans. Cybern., 2018

Supervoxel based method for multi-atlas segmentation of brain MR images.
NeuroImage, 2018

Visual Tracking via Subspace Learning: A Discriminative Approach.
Int. J. Comput. Vis., 2018

Direct visual-inertial odometry with semi-dense mapping.
Comput. Electr. Eng., 2018

Homography Estimation Based on Order-Preserving Constraint and Similarity Measurement.
IEEE Access, 2018

RES-Q: Robust Outlier Detection Algorithm for Fundamental Matrix Estimation.
IEEE Access, 2018

An Efficient Approach for Polyps Detection in Endoscopic Videos Based on Faster R-CNN.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

MDCN: Multi-Scale, Deep Inception Convolutional Neural Networks for Efficient Object Detection.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Spindle-Net: CNNs for Monocular Depth Inference with Dilation Kernel Method.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

VisDrone-DET2018: The Vision Meets Drone Object Detection in Image Challenge Results.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

BPGrad: Towards Global Optimality in Deep Learning via Branch and Pruning.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Multi-channel and multi-scale mid-level image representation for scene classification.
J. Electronic Imaging, 2017

Vision-Based Real-Time Aerial Object Localization and Tracking for UAV Sensing System.
IEEE Access, 2017

Robust Structure and Motion Recovery Based on Augmented Factorization.
IEEE Access, 2017

2016
A novel feature extraction method for scene recognition based on Centered Convolutional Restricted Boltzmann Machines.
Neurocomputing, 2016

Triangulation and metric of lines based on geometric error.
Comput. Vis. Image Underst., 2016

Robust Structure from Motion in the Presence of Outliers and Missing Data.
CoRR, 2016

Textual Ontology and Visual Features Based Search for a Paleontology Digital Library.
Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016

Fast and Robust Object Tracking with Adaptive Detection.
Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016

Real-Time Visual Tracking: Promoting the Robustness of Correlation Filter Learning.
Proceedings of the Computer Vision - ECCV 2016, 2016

Tracking Completion.
Proceedings of the Computer Vision - ECCV 2016, 2016

2015
A comparative experimental study of image feature detectors and descriptors.
Mach. Vis. Appl., 2015

Scene and place recognition using a hierarchical latent topic model.
Neurocomputing, 2015

Fast and Robust Algorithm for Fundamental Matrix Estimation.
Proceedings of the Image Analysis and Recognition - 12th International Conference, 2015

Biometric Analysis of Human Ear Matching Using Scale and Rotation Invariant Feature Detectors.
Proceedings of the Image Analysis and Recognition - 12th International Conference, 2015

Label Fusion for Multi-atlas Segmentation Based on Majority Voting.
Proceedings of the Image Analysis and Recognition - 12th International Conference, 2015

2013
Robust rank-4 affine factorization for structure from motion.
Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013

Robust Structure from Motion of Nonrigid Objects in the Presence of Outlying and Missing Data.
Proceedings of the Tenth Conference on Computer and Robot Vision, 2013

2012
Tracking and Pairing Vehicle Headlight in Night Scenes.
IEEE Trans. Intell. Transp. Syst., 2012

Structure and Motion Recovery Based on Spatial-and-Temporal-Weighted Factorization.
IEEE Trans. Circuits Syst. Video Technol., 2012

2011
Guide to Three Dimensional Structure and Motion Factorization.
Advances in Pattern Recognition, Springer, ISBN: 978-0-85729-046-5, 2011

Spatial-and-Temporal-Weighted Structure from Motion.
Proceedings of the Canadian Conference on Computer and Robot Vision, 2011

2010
An Adaptive Computational Model for Salient Object Detection.
IEEE Trans. Multim., 2010

The quasi-perspective model: Geometric properties and 3D reconstruction.
Pattern Recognit., 2010

Image matching using enclosed region detector.
J. Vis. Commun. Image Represent., 2010

Quasi-perspective Projection Model: Theory and Application to Structure and Motion Factorization from Uncalibrated Image Sequences.
Int. J. Comput. Vis., 2010

Stereo matching algorithm based on curvelet decomposition and modified support weights.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
Perspective 3-D Euclidean Reconstruction With Varying Camera Parameters.
IEEE Trans. Circuits Syst. Video Technol., 2009

What can we learn about the scene structure from three orthogonal vanishing points in images.
Pattern Recognit. Lett., 2009

Face Recognition Based on Wavelet-Curvelet-Fractal Technique.
Proceedings of the Image Analysis and Recognition, 6th International Conference, 2009

Vehicle Headlights Detection Using Markov Random Fields.
Proceedings of the Computer Vision, 2009

Two-View Geometry and Reconstruction under Quasi-perspective Projection.
Proceedings of the Computer Vision, 2009

2008
Stratification Approach for 3-D Euclidean Reconstruction of Nonrigid Objects From Uncalibrated Image Sequences.
IEEE Trans. Syst. Man Cybern. Part B, 2008

Kruppa equation based camera calibration from homography induced by remote plane.
Pattern Recognit. Lett., 2008

Single view based pose estimation from circle or parallel lines.
Pattern Recognit. Lett., 2008

Rotation constrained power factorization for structure from motion of nonrigid objects.
Pattern Recognit. Lett., 2008

Camera Self-calibration under the Constraint of Distant Plane.
Proceedings of the Robot Vision, Second International Workshop, 2008

Adaptive semantic Bayesian framework for image attention.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Structure and motion factorization under quasi-perspective projection with missing data in tracking matrix.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Quasi-perspective projection with applications to 3D factorization from uncalibrated image sequences.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Camera Self-Calibration and Three Dimensional Reconstruction under Quasi-Perspective Projection.
Proceedings of the Fifth Canadian Conference on Computer and Robot Vision, 2008

2007
Structure and motion of nonrigid object under perspective projection.
Pattern Recognit. Lett., 2007

Deformation Weight Constraint and 3D Reconstruction of Nonrigid Objects.
Proceedings of the Image Analysis and Recognition, 4th International Conference, 2007

Pose Estimation from Circle or Parallel Lines in a Single Image.
Proceedings of the Computer Vision, 2007

2006
Euclidean reconstruction of a circular truncated cone only from its uncalibrated contours.
Image Vis. Comput., 2006

2005
Reconstruction of structured scenes from two uncalibrated images.
Pattern Recognit. Lett., 2005

Camera calibration and 3D reconstruction from a single view based on scene constraints.
Image Vis. Comput., 2005

Single view metrology from scene constraints.
Image Vis. Comput., 2005

2004
Single View Based Measurement on Space Planes.
J. Comput. Sci. Technol., 2004

2003
The impossibility of affine reconstruction from perspective image pairs obtained by a translating camera with varying parameters.
Pattern Recognit. Lett., 2003

2002
A Novel Approach for Single View Based Plane Metrology.
Proceedings of the 16th International Conference on Pattern Recognition, 2002


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