Edmund Y. Lam

Orcid: 0000-0001-6268-950X

According to our database1, Edmund Y. Lam authored at least 168 papers between 2000 and 2024.

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Bibliography

2024
Attention-Guided Low-Rank Tensor Completion.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Dual-Mode Imaging System for Early Detection and Monitoring of Ocular Surface Diseases.
IEEE Trans. Biomed. Circuits Syst., August, 2024

Unsupervised Light Field Depth Estimation via Multi-View Feature Matching With Occlusion Prediction.
IEEE Trans. Circuits Syst. Video Technol., April, 2024

Event encryption: rethinking privacy exposure for neuromorphic imaging.
Neuromorph. Comput. Eng., March, 2024

Neuromorphic imaging and classification with graph learning.
Neurocomputing, January, 2024

Semi-Supervised Semantic Segmentation for Light Field Images Using Disparity Information.
IEEE Trans. Image Process., 2024

Neuromorphic Imaging With Joint Image Deblurring and Event Denoising.
IEEE Trans. Image Process., 2024

Deep Unfolding Tensor Rank Minimization With Generalized Detail Injection for Pansharpening.
IEEE Trans. Geosci. Remote. Sens., 2024

Progressive Self-Supervised Pretraining for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2024

Light Field Image Restoration via Latent Diffusion and Multi-View Attention.
IEEE Signal Process. Lett., 2024

Harnessing Data and Physics for Deep Learning Phase Recovery.
CoRR, 2024

EV-GS: Event-Based Gaussian Splatting for Efficient and Accurate Radiance Field Rendering.
Proceedings of the 34th IEEE International Workshop on Machine Learning for Signal Processing, 2024

Photon-Limited Imaging with Quanta Image Sensors Via an Unsupervised Learning Framework.
Proceedings of the 34th IEEE International Workshop on Machine Learning for Signal Processing, 2024

A field deployable imaging system for detecting microplastics in the aquatic environment.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

Cross-Camera Human Motion Transfer by Time Series Analysis.
Proceedings of the IEEE International Conference on Acoustics, 2024

SASA: Saliency-Aware Self-Adaptive Snapshot Compressive Imaging.
Proceedings of the IEEE International Conference on Acoustics, 2024

Unsupervised Disparity Estimation for Light Field Videos.
Proceedings of the IEEE International Conference on Acoustics, 2024

2023
LRT: An Efficient Low-Light Restoration Transformer for Dark Light Field Images.
IEEE Trans. Image Process., 2023

On the use of deep learning for phase recovery.
CoRR, 2023

Point Cloud Denoising Via Momentum Ascent in Gradient Fields.
Proceedings of the IEEE International Conference on Image Processing, 2023

Improving Video Colorization by Test-Time Tuning.
Proceedings of the IEEE International Conference on Image Processing, 2023

PIDRo: Parallel Isomeric Attention with Dynamic Routing for Text-Video Retrieval.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Gradually Excavating External Knowledge for Implicit Complex Question Answering.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Adaptive Compressed Sensing for Real-Time Video Compression, Transmission, and Reconstruction.
Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023

Solving Inverse Problems in Compressive Imaging with Score-Based Generative Models.
Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023

A Deep-Learning-Enabled Monitoring System for Ocular Redness Assessment.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2023

Context-Aware Transformer for 3D Point Cloud Automatic Annotation.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Dual Alternating Direction Method of Multipliers for Inverse Imaging.
IEEE Trans. Image Process., 2022

Deep Unrolled Low-Rank Tensor Completion for High Dynamic Range Imaging.
IEEE Trans. Image Process., 2022

Cross-Domain Contrastive Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Multistage Dual-Attention Guided Fusion Network for Hyperspectral Pansharpening.
IEEE Trans. Geosci. Remote. Sens., 2022

A Cross-Attention BERT-Based Framework for Continuous Sign Language Recognition.
IEEE Signal Process. Lett., 2022

Fast Classification and Action Recognition With Event-Based Imaging.
IEEE Access, 2022

Spatial-Spectral Contrastive Learning for Hyperspectral Image Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Three-Branch Multilevel Attentive Fusion Network for Hyperspectral Pansharpening.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

A Deep Retinex Framework for Light Field Restoration under Low-light Conditions.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

MAP-Gen: An Automated 3D-Box Annotation Flow with Multimodal Attention Point Generator.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Manet: Improving Video Denoising with a Multi-Alignment Network.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Multimodal Transformer for Automatic 3D Annotation and Object Detection.
Proceedings of the Computer Vision - ECCV 2022, 2022

Improving Source Localization by Perturbing Graph Diffusion.
Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics, 2022

H4M: Heterogeneous, Multi-source, Multi-modal, Multi-view and Multi-distributional Dataset for Socioeconomic Analytics in the Case of Beijing.
Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics, 2022

PATE: Property, Amenities, Traffic and Emotions Coming Together for Real Estate Price Prediction.
Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics, 2022

2021
Light Field View Synthesis via Aperture Disparity and Warping Confidence Map.
IEEE Trans. Image Process., 2021

Robust Reconstruction With Deep Learning to Handle Model Mismatch in Lensless Imaging.
IEEE Trans. Computational Imaging, 2021

An effective decomposition-enhancement method to restore light field images captured in the dark.
Signal Process., 2021

High-Dimensional Dense Residual Convolutional Neural Network for Light Field Reconstruction.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Learning to restore light fields under low-light imaging.
Neurocomputing, 2021

An Effective Image Restorer: Denoising and Luminance Adjustment for Low-photon-count Imaging.
CoRR, 2021

Transfer Learning U-Net Deep Learning for Lung Ultrasound Segmentation.
CoRR, 2021

AET-EFN: A Versatile Design for Static and Dynamic Event-Based Vision.
CoRR, 2021

SignBERT: A BERT-Based Deep Learning Framework for Continuous Sign Language Recognition.
IEEE Access, 2021

From Local to Global: Efficient Dual Attention Mechanism for Single Image Super-Resolution.
IEEE Access, 2021

Ghost-Free HDR Imaging Via Unrolling Low-Rank Matrix Completion.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

A New Approach for Educational Data Analytics with Wearable Devices.
Proceedings of the 21st International Conference on Advanced Learning Technologies, 2021

Object Alignment with Refocused Image Using Off-Axis Digital Holography.
Proceedings of the Intelligent Robotics and Industrial Applications using Computer Vision 2021, 2021

2020
Light Field View Synthesis via Aperture Flow and Propagation Confidence Map.
CoRR, 2020

AutoSegNet: An Automated Neural Network for Image Segmentation.
IEEE Access, 2020

Real-Time Target Detection in Visual Sensing Environments Using Deep Transfer Learning and Improved Anchor Box Generation.
IEEE Access, 2020

LightGAN: A Deep Generative Model for Light Field Reconstruction.
IEEE Access, 2020

Holographic Classifier: Deep Learning in Digital Holography for Automatic Micro-objects Classification.
Proceedings of the 18th IEEE International Conference on Industrial Informatics, 2020

Applying (3+2+1)D Residual Neural Network with Frame Selection for Hong Kong Sign Language Recognition.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

MBD-GAN: Model-based image deblurring with a generative adversarial network.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

A Sophisticated Platform for Learning Analytics with Wearable Devices.
Proceedings of the 20th IEEE International Conference on Advanced Learning Technologies, 2020

A Portable Hong Kong Sign Language Translation Platform with Deep Learning and Jetson Nano.
Proceedings of the ASSETS '20: The 22nd International ACM SIGACCESS Conference on Computers and Accessibility, 2020

High-Order Residual Network for Light Field Super-Resolution.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Large-Scale Multi-Class Image-Based Cell Classification With Deep Learning.
IEEE J. Biomed. Health Informatics, 2019

Fringe Pattern Improvement and Super-Resolution Using Deep Learning in Digital Holography.
IEEE Trans. Ind. Informatics, 2019

A Real-Time Coprime Line Scan Super-Resolution System for Ultra-Fast Microscopy.
IEEE Trans. Biomed. Circuits Syst., 2019

Designing instructional videos and classwork activities: teaching internet of things via flipped classroom.
Int. J. Mob. Learn. Organisation, 2019

Nonlocal Means Filtering Based Speckle Removal Utilizing the Maximum a Posteriori Estimation and the Total Variation Image Prior.
IEEE Access, 2019

Computational Light Field Generation Using Deep Nonparametric Bayesian Learning.
IEEE Access, 2019

Applying Deep Learning and Wearable Devices for Educational Data Analytics.
Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

Spatial and Angular Reconstruction of Light Field Based on Deep Generative Networks.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Laser Quadrat and Photogrammetry Based Autonomous Coral Reef Mapping Ocean Robot.
Proceedings of the Intelligent Robotics and Industrial Applications using Computer Vision 2019, 2019

2018
3D Imaging Based on Depth Measurement Technologies.
Sensors, 2018

Computationally efficient brightness compensation and contrast enhancement for transmissive liquid crystal displays.
J. Real Time Image Process., 2018

Image Reconstruction Using Deep Learning.
CoRR, 2018

Fast and robust misalignment correction of Fourier ptychographic microscopy.
CoRR, 2018

2017
Computationally Efficient Hyperspectral Data Learning Based on the Doubly Stochastic Dirichlet Process.
IEEE Trans. Geosci. Remote. Sens., 2017

Human arm pose modeling with learned features using joint convolutional neural network.
Mach. Vis. Appl., 2017

Analysis of the noise in back-projection light field acquisition and its optimization.
CoRR, 2017

Teaching Internet of Things: Enhancing learning efficiency via full-semester flipped classroom.
Proceedings of the IEEE 6th International Conference on Teaching, 2017

Computational single-cell classification using deep learning on bright-field and phase images.
Proceedings of the Fifteenth IAPR International Conference on Machine Vision Applications, 2017

2016
Unsupervised Tracking With the Doubly Stochastic Dirichlet Process Mixture Model.
IEEE Trans. Intell. Transp. Syst., 2016

Computationally Efficient Truncated Nuclear Norm Minimization for High Dynamic Range Imaging.
IEEE Trans. Image Process., 2016

Consistency Analysis for the Doubly Stochastic Dirichlet Process.
CoRR, 2016

Data-driven light field depth estimation using deep Convolutional Neural Networks.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Sparse Hierarchical Nonparametric Bayesian learning for light field representation and denoising.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

High dynamic range imaging via truncated nuclear norm minimization of low-rank matrix.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Unsupervised tracking with a low computational cost using the doubly stochastic Dirichlet process mixture model.
Proceedings of the Image Processing: Machine Vision Applications IX, 2016

2015
An INSPECT Measurement System for Moving Objects.
IEEE Trans. Instrum. Meas., 2015

Enhancing educational data mining techniques on online educational resources with a semi-supervised learning approach.
Proceedings of the IEEE International Conference on Teaching, 2015

Human arm pose modeling with learned features using joint convolutional neural network.
Proceedings of the 14th IAPR International Conference on Machine Vision Applications, 2015

Geological applications of machine learning on hyperspectral remote sensing data.
Proceedings of the Image Processing: Machine Vision Applications VIII, 2015

An edge-from-focus approach to 3D inspection and metrology.
Proceedings of the Image Processing: Machine Vision Applications VIII, 2015

2014
Maximum Likelihood Doppler Frequency Estimation Under Decorrelation Noise for Quantifying Flow in Optical Coherence Tomography.
IEEE Trans. Medical Imaging, 2014

Developing the PETAL e-Learning Platform for Personalized Teaching and Learning.
Proceedings of the Emerging Issues in Smart Learning, 2014

2013
Comparison of Kasai Autocorrelation and Maximum Likelihood Estimators for Doppler Optical Coherence Tomography.
IEEE Trans. Medical Imaging, 2013

Guest Editorial Computational and Smart Cameras.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2013

Model Order Reduction for Neutral Systems by Moment Matching.
Circuits Syst. Signal Process., 2013

Iterative solution to linear matrix inequality arising from time delay descriptor systems.
Appl. Math. Comput., 2013

Fast single frame super-resolution using scale-invariant self-similarity.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

Using Cloud Computing and Mobile Devices to Facilitate Students' Learning through E-Learning Games.
Proceedings of the IEEE 13th International Conference on Advanced Learning Technologies, 2013

Building an Interactive Simulator on a Cloud Computing Platform to Enhance Students' Understanding of Computer Systems.
Proceedings of the IEEE 13th International Conference on Advanced Learning Technologies, 2013

Applying an Evolutionary Approach for Learning Path Optimization in the Next-Generation E-Learning Systems.
Proceedings of the IEEE 13th International Conference on Advanced Learning Technologies, 2013

A polynomial phase-shift algorithm for high precision three-dimensional profilometry.
Proceedings of the Image Processing: Machine Vision Applications VI, 2013

An elliptic phase-shift algorithm for high speed three-dimensional profilometry.
Proceedings of the Image Processing: Machine Vision Applications VI, 2013

2012
A Robust Computational Algorithm for Inverse Photomask Synthesis in Optical Projection Lithography.
SIAM J. Imaging Sci., 2012

Nonlinear image reconstruction in block-based compressive imaging.
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

Building smart cameras on mobile tablets for hand gesture recognition.
Proceedings of the Sixth International Conference on Distributed Smart Cameras, 2012

Toward a Complete E-learning System Framework for Semantic Analysis, Concept Clustering and Learning Path Optimization.
Proceedings of the 12th IEEE International Conference on Advanced Learning Technologies, 2012

An illumination-invariant phase-shifting algorithm for three-dimensional profilometry.
Proceedings of the Image Processing: Machine Vision Applications V, 2012

Image reconstruction from nonuniformly spaced samples in Fourier domain optical coherence tomography.
Proceedings of the Computational Imaging X, 2012

Optimal doppler frequency estimators for ultrasound and optical coherence tomography.
Proceedings of the 2012 IEEE Biomedical Circuits and Systems Conference, 2012

2011
Finite difference schemes for heat conduction analysis in integrated circuit design and manufacturing.
Int. J. Circuit Theory Appl., 2011

Enhancing Learning Paths with Concept Clustering and Rule-Based Optimization.
Proceedings of the ICALT 2011, 2011

2010
Zero-configuration identity-based IP network encryptor.
IEEE Trans. Consumer Electron., 2010

Source localization using a sparse representation framework to achieve superresolution.
Multidimens. Syst. Signal Process., 2010

Special Section Guest Editorial: Quality Control for Artificial Vision.
J. Electronic Imaging, 2010

Hyperspectral reconstruction in biomedical imaging using terahertz systems.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

Edge detection of three-dimensional objects by manipulating pupil functions in an optical scanning holography system.
Proceedings of the International Conference on Image Processing, 2010

Sectional image reconstruction in optical scanning holography using compressed sensing.
Proceedings of the International Conference on Image Processing, 2010

Stochastic gradient descent for robust inverse photomask synthesis in optical lithography.
Proceedings of the International Conference on Image Processing, 2010

2009
Superresolution reconstruction using nonlinear gradient-based regularization.
Multidimens. Syst. Signal Process., 2009

Image and video processing in wireless sensor networks.
Multidimens. Syst. Signal Process., 2009

Wireless sensor networks scheduling for full angle coverage.
Multidimens. Syst. Signal Process., 2009

Reference-Free Machine Vision Inspection of semiconductor die Images.
Int. J. Image Graph., 2009

An Improved Direction-of-arrival Estimation via Phase Information of Sparse Solution.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009

Developing an Innovative and Pen-Based Simulator to Enhance Education and Research in Computer Systems.
Proceedings of the 9th IEEE International Conference on Advanced Learning Technologies, 2009

2008
Effective Uses of FPGAs for Brute-Force Attack on RC4 Ciphers.
IEEE Trans. Very Large Scale Integr. Syst., 2008

Simultaneous Ultrasound and MRI System for Breast Biopsy: Compatibility Assessment and Demonstration in a Dual Modality Phantom.
IEEE Trans. Medical Imaging, 2008

A Signomial Programming Approach for Binary Image Restoration by Penalized Least Squares.
IEEE Trans. Circuits Syst. II Express Briefs, 2008

Cervical spinal cord BOLD fMRI study: Modulation of functional activation by dexterity of dominant and non-dominant hands.
NeuroImage, 2008

Handling of multi-reflections in wafer bump 3D reconstruction.
Proceedings of the IEEE International Conference on Systems, 2008

Inverse image problem of designing phase shifting masks in optical lithography.
Proceedings of the International Conference on Image Processing, 2008

Interconnect thermal simulation with higher order spatial accuracy.
Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems, 2008

Non-negative matrix factorization for images with Laplacian noise.
Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems, 2008

2007
Blind Bi-Level Image Restoration With Iterated Quadratic Programming.
IEEE Trans. Circuits Syst. II Express Briefs, 2007

Superresolution imaging: Theory, Algorithms and Applications.
Multidimens. Syst. Signal Process., 2007

Super-resolution reconstruction in a computational compound-eye imaging system.
Multidimens. Syst. Signal Process., 2007

Optimization of Bit-Pairing Codification with Learning for 3D Reconstruction.
Int. J. Image Graph., 2007

A Total Variation Regularization Based Super-Resolution Reconstruction Algorithm for Digital Video.
EURASIP J. Adv. Signal Process., 2007

Efficient On-Demand Image Transmission in Visual Sensor Networks.
EURASIP J. Adv. Signal Process., 2007

Achieving 360° Angle Coverage with Minimum Transmission Cost in Visual Sensor Networks.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2007

Efficient Selective Image Transmission in Visual Sensor Networks.
Proceedings of the 65th IEEE Vehicular Technology Conference, 2007

Application of Tikhonov Regularization to Super-Resolution Reconstruction of Brain MRI Images.
Proceedings of the Medical Imaging and Informatics, 2nd International Conference, 2007

Spiral MRI Reconstruction Using Least Square Quantization Table.
Proceedings of the Medical Imaging and Informatics, 2nd International Conference, 2007

Direct Reconstruction of Spiral Mri Using Least Squares Quantization Table.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Use of Paraplanar Constraint for Parallel Inspection of Wafer Bump Heights.
Proceedings of the 2007 International Conference on Image Processing, 2007

Maximizing Angle Coverage in Visual Sensor Networks.
Proceedings of IEEE International Conference on Communications, 2007

2006
Curvature Domain Image Stitching.
Proceedings of the IEEE International Conference on Systems, 2006

Feature Selection in Source Camera Identification.
Proceedings of the IEEE International Conference on Systems, 2006

Binary Image Deconvolution with Positive Semidefinite Programming.
Proceedings of the International MultiConference of Engineers and Computer Scientists 2006, 2006

Bit-pairing Codification for Binary Pattern Projection System.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Extending the Depth of Field in a Compound-Eye Imaging System with Super-Resolution Reconstruction.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Investigation of Computational Compound-Eye Imaging System With Super-Resolution Reconstruction.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Digital photograph stitching with optimized matching of gradient and curvature.
Proceedings of the Digital Photography II, San Jose, CA, USA, January 15, 2006, 2006

Source camera identification using footprints from lens aberration.
Proceedings of the Digital Photography II, San Jose, CA, USA, January 15, 2006, 2006

A novel design of grating projecting system for 3D reconstruction of wafer bumps.
Proceedings of the Conference on Three-Dimensional Image Capture and Applications VII, 2006

2004
Analysis of the DCT coefficient distributions for document coding.
IEEE Signal Process. Lett., 2004

Robust minimization of lighting variation for real-time defect detection.
Real Time Imaging, 2004

Compound document compression with model-based biased reconstruction.
J. Electronic Imaging, 2004

A nonlinear image restoration framework using vector quantization.
Proceedings of the Third International Conference on Image and Graphics, 2004

Restoration of images with optical aberrations and quantization in a transform domain.
Proceedings of the Computational Imaging II, San Jose, 2004

2003
Image restoration in digital photography.
IEEE Trans. Consumer Electron., 2003

Improved Mixed Document Compression by Using the DCT Coefficient Distributions.
Proceedings of the PICS 2003: The PICS Conference, 2003

Graylevel alignment between two images using linear programming.
Proceedings of the 2003 International Conference on Image Processing, 2003

2000
A mathematical analysis of the DCT coefficient distributions for images.
IEEE Trans. Image Process., 2000


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