Hua Huang

Orcid: 0000-0003-2587-1702

Affiliations:
  • Beijing Normal University (BNU), Beijing, China
  • Beijing Institute of Technology, School of Computer Science and Technology, Beijing Laboratory of Intelligent Information Technology, China
  • Xi'an Jiaotong University, School of Electronics and Information Engineering, China


According to our database1, Hua Huang authored at least 172 papers between 2005 and 2024.

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Bibliography

2024
Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and Ensembling.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Robust Image Restoration with an Adaptive Huber Function Based Fidelity.
Int. J. Comput. Vis., December, 2024

Non-Serial Quantization-Aware Deep Optics for Snapshot Hyperspectral Imaging.
IEEE Trans. Pattern Anal. Mach. Intell., November, 2024

Balanced Federated Semisupervised Learning With Fairness-Aware Pseudo-Labeling.
IEEE Trans. Neural Networks Learn. Syst., July, 2024

Deep Convolution Modulation for Image Super-Resolution.
IEEE Trans. Circuits Syst. Video Technol., May, 2024

Learnability Enhancement for Low-Light Raw Image Denoising: A Data Perspective.
IEEE Trans. Pattern Anal. Mach. Intell., January, 2024

IMU-Assisted Accurate Blur Kernel Re-Estimation in Non-Uniform Camera Shake Deblurring.
IEEE Trans. Image Process., 2024

Thermal Radiation Bias Correction for Infrared Images Using Huber Function-Based Loss.
IEEE Trans. Geosci. Remote. Sens., 2024

Infrared Image Dynamic Range Compression Based on Adaptive Contrast Adjustment and Structure Preservation.
IEEE Trans. Geosci. Remote. Sens., 2024

Learning a physics-based filter attachment for hyperspectral imaging with RGB cameras.
Neurocomputing, 2024

Unifying Event-based Flow, Stereo and Depth Estimation via Feature Similarity Matching.
CoRR, 2024

Exploiting Frequency Correlation for Hyperspectral Image Reconstruction.
CoRR, 2024

MixLight: Borrowing the Best of both Spherical Harmonics and Gaussian Models.
CoRR, 2024

Physics-Inspired Degradation Models for Hyperspectral Image Fusion.
CoRR, 2024

ST-4DGS: Spatial-Temporally Consistent 4D Gaussian Splatting for Efficient Dynamic Scene Rendering.
Proceedings of the ACM SIGGRAPH 2024 Conference Papers, 2024

ArtSpeech: Adaptive Text-to-Speech Synthesis with Articulatory Representations.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

AutoSFX: Automatic Sound Effect Generation for Videos.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

NeuralIndicator: Implicit Surface Reconstruction from Neural Indicator Priors.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Temporal Residual Guided Diffusion Framework for Event-Driven Video Reconstruction.
Proceedings of the Computer Vision - ECCV 2024, 2024

SpikeNeRF: Learning Neural Radiance Fields from Continuous Spike Stream.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Finding Visual Saliency in Continuous Spike Stream.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Fixed Pattern Noise Removal Based on a Semi-Calibration Method.
IEEE Trans. Pattern Anal. Mach. Intell., October, 2023

Multi-Modal Feature Pyramid Transformer for RGB-Infrared Object Detection.
IEEE Trans. Intell. Transp. Syst., September, 2023

VirtualClassroom: A Lecturer-Centered Consumer-Grade Immersive Teaching System in Cyber-Physical-Social Space.
IEEE Trans. Syst. Man Cybern. Syst., June, 2023

An efficient fine-grained vehicle recognition method based on part-level feature optimization.
Neurocomputing, June, 2023

Transitional Learning: Exploring the Transition States of Degradation for Blind Super-resolution.
IEEE Trans. Pattern Anal. Mach. Intell., May, 2023

Multi-Oriented Object Detection in Aerial Images With Double Horizontal Rectangles.
IEEE Trans. Pattern Anal. Mach. Intell., April, 2023

Image Stitching With Manifold Optimization.
IEEE Trans. Multim., 2023

Depth-Aware Multi-Person 3D Pose Estimation With Multi-Scale Waterfall Representations.
IEEE Trans. Multim., 2023

Edge Devices Clustering for Federated Visual Classification: A Feature Norm Based Framework.
IEEE Trans. Image Process., 2023

Simultaneous Destriping and Image Denoising Using a Nonparametric Model With the EM Algorithm.
IEEE Trans. Image Process., 2023

Universal Demosaicking for Interpolation-Friendly RGBW Color Filter Arrays.
IEEE Trans. Image Process., 2023

Sub-Pixel Dispersion Model for Coded Aperture Snapshot Spectral Imaging.
IEEE Trans. Computational Imaging, 2023

Self-Supervised Depth Completion Guided by 3D Perception and Geometry Consistency.
CoRR, 2023

In2SET: Intra-Inter Similarity Exploiting Transformer for Dual-Camera Compressive Hyperspectral Imaging.
CoRR, 2023

Physics-guided Noise Neural Proxy for Low-light Raw Image Denoising.
CoRR, 2023

SC-NeuS: Consistent Neural Surface Reconstruction from Sparse and Noisy Views.
CoRR, 2023

Stimulating the Diffusion Model for Image Denoising via Adaptive Embedding and Ensembling.
CoRR, 2023

Recurrent Spike-based Image Restoration under General Illumination.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Learning Spectral-wise Correlation for Spectral Super-Resolution: Where Similarity Meets Particularity.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Dynamic View Synthesis with Spatio-Temporal Feature Warping from Sparse Views.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Revisiting Unsupervised Local Descriptor Learning.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
A Large-Scale Frontal Vehicle Image Dataset for Fine-Grained Vehicle Categorization.
IEEE Trans. Intell. Transp. Syst., 2022

Few-Shot Class-Incremental Learning via Compact and Separable Features for Fine-Grained Vehicle Recognition.
IEEE Trans. Intell. Transp. Syst., 2022

IMU-Assisted Online Video Background Identification.
IEEE Trans. Image Process., 2022

Extracting Small Flying Airplane With Spatially Accurate and Temporally Consistent Foreground Modeling.
IEEE Trans. Geosci. Remote. Sens., 2022

Robust Extraction and Super-Resolution of Low-Resolution Flying Airplane From Satellite Video.
IEEE Trans. Geosci. Remote. Sens., 2022

High-Accuracy Image Formation Model for Coded Aperture Snapshot Spectral Imaging.
IEEE Trans. Computational Imaging, 2022

Stochastic gate-based autoencoder for unsupervised hyperspectral band selection.
Pattern Recognit., 2022

Novel hyperbolic clustering-based band hierarchy (HCBH) for effective unsupervised band selection of hyperspectral images.
Pattern Recognit., 2022

Joint Camera Spectral Response Selection and Hyperspectral Image Recovery.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Coded Hyperspectral Image Reconstruction Using Deep External and Internal Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Sensitivity-Aware Spatial Quality Adaptation for Live Video Analytics.
IEEE J. Sel. Areas Commun., 2022

TFPnP: Tuning-free Plug-and-Play Proximal Algorithms with Applications to Inverse Imaging Problems.
J. Mach. Learn. Res., 2022

Revisiting Competitive Coding Approach for Palmprint Recognition: A Linear Discriminant Analysis Perspective.
CoRR, 2022

Progressive Unsupervised Learning of Local Descriptors.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Learnability Enhancement for Low-light Raw Denoising: Where Paired Real Data Meets Noise Modeling.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Quantization-aware Deep Optics for Diffractive Snapshot Hyperspectral Imaging.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
3-D Quasi-Recurrent Neural Network for Hyperspectral Image Denoising.
IEEE Trans. Neural Networks Learn. Syst., 2021

Shared Low-Rank Correlation Embedding for Multiple Feature Fusion.
IEEE Trans. Multim., 2021

Loop Closure Detection by Using Global and Local Features With Photometric and Viewpoint Invariance.
IEEE Trans. Image Process., 2021

Unified quality assessment of natural and screen content images via adaptive weighting on double scales.
Signal Process. Image Commun., 2021

Sparse additive discriminant canonical correlation analysis for multiple features fusion.
Neurocomputing, 2021

Adaptive Dimension-Discriminative Low-Rank Tensor Recovery for Computational Hyperspectral Imaging.
Int. J. Comput. Vis., 2021

Image-specific Convolutional Kernel Modulation for Single Image Super-resolution.
CoRR, 2021

Delving into Deep Image Prior for Adversarial Defense: A Novel Reconstruction-based Defense Framework.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Learning Tensor Low-Rank Prior for Hyperspectral Image Reconstruction.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Towards Universal Physical Attacks on Single Object Tracking.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Global Topology Constraint Network for Fine-Grained Vehicle Recognition.
IEEE Trans. Intell. Transp. Syst., 2020

Small Target Detection in Infrared Videos Based on Spatio-Temporal Tensor Model.
IEEE Trans. Geosci. Remote. Sens., 2020

Blind S3D image quality prediction using classical and non-classical receptive field models.
Signal Process. Image Commun., 2020

Video quality assessment using space-time slice mappings.
Signal Process. Image Commun., 2020

Blind image blur metric based on orientation-aware local patterns.
Signal Process. Image Commun., 2020

Joint low rank embedded multiple features learning for audio-visual emotion recognition.
Neurocomputing, 2020

Unified non-uniform scale adaptive sampling model for quality assessment of natural scene and screen content images.
Neurocomputing, 2020

Component-based feature extraction and representation schemes for vehicle make and model recognition.
Neurocomputing, 2020

Simultaneous hyperspectral image super-resolution and geometric alignment with a hybrid camera system.
Neurocomputing, 2020

TFPnP: Tuning-free Plug-and-Play Proximal Algorithm with Applications to Inverse Imaging Problems.
CoRR, 2020

3D Quasi-Recurrent Neural Network for Hyperspectral Image Denoising.
CoRR, 2020

Embedding shared low-rank and feature correlation for multi-view data analysis.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Snapshot Hyperspectral Imaging Based on Weighted High-order Singular Value Regularization.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Tuning-free Plug-and-Play Proximal Algorithm for Inverse Imaging Problems.
Proceedings of the 37th International Conference on Machine Learning, 2020

Structure Preserving Multi-View Dimensionality Reduction.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

A Physics-Based Noise Formation Model for Extreme Low-Light Raw Denoising.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

DNU: Deep Non-Local Unrolling for Computational Spectral Imaging.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Intrinsic Motion Stability Assessment for Video Stabilization.
IEEE Trans. Vis. Comput. Graph., 2019

Pre-Attention and Spatial Dependency Driven No-Reference Image Quality Assessment.
IEEE Trans. Multim., 2019

A Hierarchical Scheme for Vehicle Make and Model Recognition From Frontal Images of Vehicles.
IEEE Trans. Intell. Transp. Syst., 2019

HyperReconNet: Joint Coded Aperture Optimization and Image Reconstruction for Compressive Hyperspectral Imaging.
IEEE Trans. Image Process., 2019

Fast Parallel Implementation of Dual-Camera Compressive Hyperspectral Imaging System.
IEEE Trans. Circuits Syst. Video Technol., 2019

Encoding Shaky Videos by Integrating Efficient Video Stabilization.
IEEE Trans. Circuits Syst. Video Technol., 2019

High-Speed Hyperspectral Video Acquisition By Combining Nyquist and Compressive Sampling.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Defocus Hyperspectral Image Deblurring with Adaptive Reference Image and Scale Map.
J. Comput. Sci. Technol., 2019

Global relative position space based pooling for fine-grained vehicle recognition.
Neurocomputing, 2019

Image restoration from patch-based compressed sensing measurement.
Neurocomputing, 2019

Fast HSI super resolution using linear regression.
IET Image Process., 2019

An Effective Network with ConvLSTM for Low-Light Image Enhancement.
Proceedings of the Pattern Recognition and Computer Vision - Second Chinese Conference, 2019

Deep Color Image Demosaicking with Feature Pyramid Channel Attention.
Proceedings of the IEEE International Conference on Multimedia & Expo Workshops, 2019

Real-World Image Denoising via Weighted Low Rank Approximation.
Proceedings of the IEEE International Conference on Multimedia & Expo Workshops, 2019

No-Reference Stereoscopic Video Quality Assessment Based on Spatial-Temporal Statistics.
Proceedings of the Image and Graphics - 10th International Conference, 2019

Computational Hyperspectral Imaging Based on Dimension-Discriminative Low-Rank Tensor Recovery.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Hyperspectral Image Reconstruction Using Deep External and Internal Learning.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Incremental Learning Using Conditional Adversarial Networks.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Single Image Reflection Removal Exploiting Misaligned Training Data and Network Enhancements.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Hyperspectral Image Reconstruction Using a Deep Spatial-Spectral Prior.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Hyperspectral Image Super-Resolution With Optimized RGB Guidance.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Full-Reference Stability Assessment of Digital Video Stabilization Based on Riemannian Metric.
IEEE Trans. Image Process., 2018

Image Haze Removal via Reference Retrieval and Scene Prior.
IEEE Trans. Image Process., 2018

Hyperspectral Image Super-Resolution With a Mosaic RGB Image.
IEEE Trans. Image Process., 2018

Expanding Training Data for Facial Image Super-Resolution.
IEEE Trans. Cybern., 2018

Spectral Reflectance Recovery From a Single RGB Image.
IEEE Trans. Computational Imaging, 2018

联合自适应梯度稀疏和通道相关性的简单透镜成像去模糊 (Deblurring for Imaging through Simple LensCombining Adaptive Gradient Sparsity and Interchannel Correlation).
计算机科学, 2018

No-reference stereopair quality assessment based on singular value decomposition.
Neurocomputing, 2018

Hyperspectral image super-resolution under misaligned hybrid camera system.
IET Image Process., 2018

High-Quality Real-Time Video Stabilization Using Trajectory Smoothing and Mesh-Based Warping.
IEEE Access, 2018

Evaluation of Hand-Based Interaction for Near-Field Mixed Reality with Optical See-Through Head-Mounted Displays.
Proceedings of the 2018 IEEE Conference on Virtual Reality and 3D User Interfaces, 2018

GPU Assisted Towards Real-Time Reconstruction for Dual-Camera Compressive Hyperspectral Imaging.
Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018

Snapshot Multiplexed Imaging Based on Compressive Sensing.
Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018

Joint Camera Spectral Sensitivity Selection and Hyperspectral Image Recovery.
Proceedings of the Computer Vision - ECCV 2018, 2018

A Mobile Augmented Reality System For Illumination Consistency With Fisheye Camera Based On Client-Server Model.
Proceedings of the 31st International Conference on Computer Animation and Social Agents, 2018

2017
Geodesic Video Stabilization in Transformation Space.
IEEE Trans. Image Process., 2017

Image Quality Assessment Using Directional Anisotropy Structure Measurement.
IEEE Trans. Image Process., 2017

Bundled Kernels for Nonuniform Blind Video Deblurring.
IEEE Trans. Circuits Syst. Video Technol., 2017

A Global Approach to Fast Video Stabilization.
IEEE Trans. Circuits Syst. Video Technol., 2017

Binocular spatial activity and reverse saliency driven no-reference stereopair quality assessment.
Signal Process. Image Commun., 2017

Camera spectral sensitivity, illumination and spectral reflectance estimation for a hybrid hyperspectral image capture system.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

2016
Blind image quality assessment by relative gradient statistics and adaboosting neural network.
Signal Process. Image Commun., 2016

Pixel-wise video stabilization.
Multim. Tools Appl., 2016

2015
Fast Inter Mode Decision Algorithm Based on Mode Mapping and Decision Tree for P Frames in MPEG-2 to H.264/AVC Transcoding.
J. Signal Process. Syst., 2015

Guided Adaptive Image Smoothing via Directional Anisotropic Structure Measurement.
IEEE Trans. Vis. Comput. Graph., 2015

Efficient Variational Light Field View Synthesis For Making Stereoscopic 3D Images.
Comput. Graph. Forum, 2015

2014
Artistic preprocessing for painterly rendering and image stylization.
Vis. Comput., 2014

VideoGraph: a non-linear video representation for efficient exploration.
Vis. Comput., 2014

Efficient Structure-Aware Image Smoothingby Local Extrema on Space-Filling Curve.
IEEE Trans. Vis. Comput. Graph., 2014

No-reference image quality assessment based on spatial and spectral entropies.
Signal Process. Image Commun., 2014

No-reference image quality assessment in curvelet domain.
Signal Process. Image Commun., 2014

VideoWeb: Space-Time Aware Presentation of a Videoclip Collection.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2014

2013
Stroke Style Analysis for Painterly Rendering.
J. Comput. Sci. Technol., 2013

Multiplane Video Stabilization.
Comput. Graph. Forum, 2013

2012
Web-image driven best views of 3D shapes.
Vis. Comput., 2012

EXCOL: An EXtract-and-COmplete Layering Approach to Cartoon Animation Reusing.
IEEE Trans. Vis. Comput. Graph., 2012

Super-Resolution Method for Multiview Face Recognition From a Single Image Per Person Using Nonlinear Mappings on Coherent Features.
IEEE Signal Process. Lett., 2012

A fast two-step block type decision algorithm for intra prediction in H.264/AVC high profile.
Multim. Tools Appl., 2012

Hierarchical Narrative Collage For Digital Photo Album.
Comput. Graph. Forum, 2012

2011
Painterly rendering with content-dependent natural paint strokes.
Vis. Comput., 2011

Arcimboldo-like collage using internet images.
ACM Trans. Graph., 2011

Super-Resolution Method for Face Recognition Using Nonlinear Mappings on Coherent Features.
IEEE Trans. Neural Networks, 2011

Fast Facial Image Super-Resolution via Local Linear Transformations for Resource-Limited Applications.
IEEE Trans. Circuits Syst. Video Technol., 2011

Fast feature-based mode decision for 4×4 intra prediction in H.264/AVC.
Sci. China Inf. Sci., 2011

RepSnapping: Efficient Image Cutout for Repeated Scene Elements.
Comput. Graph. Forum, 2011

2010
Example-based painting guided by color features.
Vis. Comput., 2010

Example-based contrast enhancement by gradient mapping.
Vis. Comput., 2010

A Simple Approach to Multiview Face Hallucination.
IEEE Signal Process. Lett., 2010

Super-resolution of human face image using canonical correlation analysis.
Pattern Recognit., 2010

RBF network-based temporal color morphing.
Comput. Animat. Virtual Worlds, 2010

Manifold Learning for Visualizing and Analyzing High-Dimensional Data.
IEEE Intell. Syst., 2010

Video Painting via Motion Layer Manipulation.
Comput. Graph. Forum, 2010

Mesh reconstruction by meshless denoising and parameterization.
Comput. Graph., 2010

Orthogonal 4-tap integer multiwavelet transforms using matrix factorization.
Proceedings of the International Conference on Image Processing, 2010

Face image super resolution by linear transformation.
Proceedings of the International Conference on Image Processing, 2010

An improved motion-search method based on pattern classification.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
Neighbor embedding based super-resolution algorithm through edge detection and feature selection.
Pattern Recognit. Lett., 2009

Edge-Aware Level Set Diffusion and Bilateral Filtering Reconstruction for Image Magnification.
J. Comput. Sci. Technol., 2009

Real-time content-aware image resizing.
Sci. China Ser. F Inf. Sci., 2009

2008
Balanced Multiwavelets Based Digital Image Watermarking.
Proceedings of the Digital Watermarking, 7th International Workshop, 2008

Pedestrian Detection Using Boosted HOG Features.
Proceedings of the 11th International IEEE Conference on Intelligent Transportation Systems, 2008

A 2DLDA Based Algorithm for Real Time Vehicle Type Recognition.
Proceedings of the 11th International IEEE Conference on Intelligent Transportation Systems, 2008

2007
Protecting Transportation Infrastructure.
IEEE Intell. Syst., 2007

2006
A hybrid parallel projection approach to object-based image restoration.
Pattern Recognit. Lett., 2006

A Bayesian Estimation Approach to Super-Resolution Reconstruction for Face Images.
Proceedings of the Advances in Machine Vision, 2006

A set theoretic approach to object-based image restoration.
Proceedings of the Image Processing: Algorithms and Systems IV, 2006

2005
Probabilistic Contour Extraction Using Hierarchical Shape Representation.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005


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