Wei Huang

Orcid: 0000-0002-0541-8612

Affiliations:
  • Nanchang University, School of Information Engineering, China
  • University of California San Diego, CA, USA (former)
  • Agency for Science Technology and Research, Singapore (former)
  • Nanyang Technological University, Singapore (PhD 2011)


According to our database1, Wei Huang authored at least 105 papers between 2008 and 2024.

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Bibliography

2024
Auto Diagnosis of Parkinson's Disease Via a Deep Learning Model Based on Mixed Emotional Facial Expressions.
IEEE J. Biomed. Health Informatics, May, 2024

Applying Delta Compression to Packed Datasets for Efficient Data Reduction.
IEEE Trans. Computers, January, 2024

How does Layer Normalization improve Batch Normalization in self-supervised sound source localization?
Neurocomputing, January, 2024

'Parallel-Circuitized' distillation for dense object detection.
Displays, January, 2024

Adaptive Pixel-Level and Superpixel-Level Feature Fusion Transformer for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Closed-loop unified knowledge distillation for dense object detection.
Pattern Recognit., 2024

Erratum to "Self-Supervised Cross-Modal Distillation for Thermal Infrared Tracking".
IEEE Multim., 2024

Enhancing Multi-view Graph Neural Network with Cross-view Confluent Message Passing.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Reconstructing Prototype From Contaminated Face With Variations Across Heterogeneous Domains.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Early Diagnosing Parkinson's Disease Via a Deep Learning Model Based on Augmented Facial Expression Data.
Proceedings of the IEEE International Conference on Acoustics, 2024

DiffSal: Joint Audio and Video Learning for Diffusion Saliency Prediction.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
A Novel Adaptive Edge Aggregation and Multiscale Feature Interaction Detector for Object Detection in Remote Sensing Images.
Remote. Sens., November, 2023

Conditional invertible image re-scaling.
Pattern Recognit., July, 2023

Object detection based on cortex hierarchical activation in border sensitive mechanism and classification-GIou joint representation.
Pattern Recognit., May, 2023

Look&listen: Multi-Modal Correlation Learning for Active Speaker Detection and Speech Enhancement.
IEEE Trans. Multim., 2023

Facial Expression Guided Diagnosis of Parkinson's Disease via High-Quality Data Augmentation.
IEEE Trans. Multim., 2023

A Distinctive Binary Descriptor and Two-Point RANSACWC for Point Cloud Registration.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Reversible Modal Conversion Model for Thermal Infrared Tracking.
IEEE Multim., 2023

Efficient thermal infrared tracking with cross-modal compress distillation.
Eng. Appl. Artif. Intell., 2023

UniST: Towards Unifying Saliency Transformer for Video Saliency Prediction and Detection.
CoRR, 2023

FTFDNet: Learning to Detect Talking Face Video Manipulation with Tri-Modality Interaction.
CoRR, 2023

CASP-Net: Rethinking Video Saliency Prediction from an Audio-VisualConsistency Perceptual Perspective.
CoRR, 2023

LoopDelta: Embedding Locality-aware Opportunistic Delta Compression in Inline Deduplication for Highly Efficient Data Reduction.
Proceedings of the 2023 USENIX Annual Technical Conference, 2023

Induction Network: Audio-Visual Modality Gap-Bridging for Self-Supervised Sound Source Localization.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

CASP-Net: Rethinking Video Saliency Prediction from an Audio-Visual Consistency Perceptual Perspective.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Dual-Branch Attention-Assisted CNN for Hyperspectral Image Classification.
Remote. Sens., December, 2022

Identity-Aware Facial Expression Recognition Via Deep Metric Learning Based on Synthesized Images.
IEEE Trans. Multim., 2022

Multi-Structure KELM With Attention Fusion Strategy for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

MAFI: GNN-Based Multiple Aggregators and Feature Interactions Network for Fraud Detection Over Heterogeneous Graph.
IEEE Trans. Big Data, 2022

A Local and Nonlocal Feature Interaction Network for Pansharpening.
Remote. Sens., 2022

A novel locally-constrained GAN-based ensemble to synthesize arterial spin labeling images.
Inf. Sci., 2022

One-shot Video Graph Generation for Explainable Action Reasoning.
Neurocomputing, 2022

Multi-scale feature learning and temporal probing strategy for one-stage temporal action localization.
Int. J. Intell. Syst., 2022

Self-Supervised Cross-Modal Distillation for Thermal Infrared Tracking.
IEEE Multim., 2022

An Audio-Visual Attention Based Multimodal Network for Fake Talking Face Videos Detection.
CoRR, 2022

Attention-Based Lip Audio-Visual Synthesis for Talking Face Generation in the Wild.
CoRR, 2022

Audio-visual speech separation based on joint feature representation with cross-modal attention.
CoRR, 2022

Cross-domain Prototype Learning from Contaminated Faces via Disentangling Latent Factors.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021
Multiple Instance Models Regression for Robust Visual Tracking.
IEEE Trans. Circuits Syst. Video Technol., 2021

A Multi-Kernel Mode Using a Local Binary Pattern and Random Patch Convolution for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

TSLRLN: Tensor subspace low-rank learning with non-local prior for hyperspectral image mixed denoising.
Signal Process., 2021

A novel multi-loss-based deep adversarial network for handling challenging cases in semi-supervised image semantic segmentation.
Pattern Recognit. Lett., 2021

Full-scaled deep metric learning for pedestrian re-identification.
Multim. Tools Appl., 2021

Learning spatial-channel regularization jointly with correlation filter for visual tracking.
Neurocomputing, 2021

Multiple object tracking based on multi-task learning with strip attention.
IET Image Process., 2021

A new VAE-GAN model to synthesize arterial spin labeling images from structural MRI.
Displays, 2021

Tracking based on scale-estimated deep networks with hierarchical correlation ensembling for cross-media understanding.
Displays, 2021

A Novel Multi-Feature Joint Learning Ensemble Framework for Multi-Label Facial Expression Recognition.
IEEE Access, 2021

Unsupervised Cross-Modal Distillation for Thermal Infrared Tracking.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

2020
Ensemble Tracking Based on Diverse Collaborative Framework With Multi-Cue Dynamic Fusion.
IEEE Trans. Multim., 2020

A Novel Cubic Convolutional Neural Network for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Online Semantic Subspace Learning with Siamese Network for UAV Tracking.
Remote. Sens., 2020

Robust Visual Tracking based on Adversarial Unlabeled Instance Generation with Label Smoothing Loss Regularization.
Pattern Recognit., 2020

Compressive Hyperspectral Image Reconstruction Based on Spatial-Spectral Residual Dense Network.
IEEE Geosci. Remote. Sens. Lett., 2020

A New Architecture of Densely Connected Convolutional Networks for Pan-Sharpening.
ISPRS Int. J. Geo Inf., 2020

Unsupervised Ensemble Hashing: Boosting Minimum Hamming Distance.
IEEE Access, 2020

Arterial Spin Labeling Image Synthesis From Structural MRI Using Improved Capsule-Based Networks.
IEEE Access, 2020

2019
Arterial Spin Labeling Images Synthesis From sMRI Using Unbalanced Deep Discriminant Learning.
IEEE Trans. Medical Imaging, 2019

A novel deep residual network-based incomplete information competition strategy for four-players Mahjong games.
Multim. Tools Appl., 2019

Video-Based Abnormal Driving Behavior Detection via Deep Learning Fusions.
IEEE Access, 2019

Novel Bi-directional Images Synthesis Based on WGAN-GP with GMM-Based Noise Generation.
Proceedings of the Machine Learning in Medical Imaging - 10th International Workshop, 2019

Arterial Spin Labeling Images Synthesis via Locally-Constrained WGAN-GP Ensemble.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Deep Learning-based Pavement Cracks Detection via Wireless Visible Light Camera-based Network.
Proceedings of the Computing, Communications and IoT Applications, ComComAp 2019, Shenzhen, 2019

Deep Discriminant Learning-based Asphalt Road Cracks Detection via Wireless Camera Network.
Proceedings of the Computing, Communications and IoT Applications, ComComAp 2019, Shenzhen, 2019

2018
A novel deep multi-channel residual networks-based metric learning method for moving human localization in video surveillance.
Signal Process., 2018

Going deeper with two-stream ConvNets for action recognition in video surveillance.
Pattern Recognit. Lett., 2018

Single-target localization in video sequences using offline deep-ranked metric learning and online learned models updating.
Multim. Tools Appl., 2018

Image-based dementia disease diagnosis via deep low-resource pair-wise learning.
Multim. Tools Appl., 2018

Pixel-wise partial volume effects correction on arterial spin labeling magnetic resonance images.
Multim. Tools Appl., 2018

A Novel Framework to Localize Moving Targets in Video Surveillance Systems via Spectral Clustering.
Proceedings of the 2018 International Conference on Identification, 2018

2017
Object coding based video authentication for privacy protection in immersive communication.
J. Ambient Intell. Humaniz. Comput., 2017

Online object tracking based on CNN with spatial-temporal saliency guided sampling.
Neurocomputing, 2017

Video Action Recognition Based on Deeper Convolution Networks with Pair-Wise Frame Motion Concatenation.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016
A novel disease severity prediction scheme via big pair-wise ranking and learning techniques using image-based personal clinical data.
Signal Process., 2016

A novel dementia diagnosis strategy on arterial spin labeling magnetic resonance images via pixel-wise partial volume correction and ranking.
Multim. Tools Appl., 2016

A new image-based immersive tool for dementia diagnosis using pairwise ranking and learning.
Multim. Tools Appl., 2016

Medical media analytics via ranking and big learning: A multi-modality image-based disease severity prediction study.
Neurocomputing, 2016

How does human interest modeling help in computer vision: Tracking-by-saliency in unconstrained social videos.
Proceedings of the 2016 IEEE International Conference on Multimedia & Expo Workshops, 2016

A novel online clustering-based object localization strategy using learnings and human interest priors.
Proceedings of the 2016 IEEE International Conference on Multimedia & Expo Workshops, 2016

2015
Multiple pedestrian tracking based on couple-states Markov chain with semantic topic learning for video surveillance.
Soft Comput., 2015

Hyperspectral Imagery Super-Resolution by Compressive Sensing Inspired Dictionary Learning and Spatial-Spectral Regularization.
Sensors, 2015

Interactive tracking of insect posture.
Pattern Recognit., 2015

A novel marker-less lung tumor localization strategy on low-rank fluoroscopic images with similarity learning.
Multim. Tools Appl., 2015

Empirical mode decomposition based blind audio watermarking.
Multim. Tools Appl., 2015

A New Pan-Sharpening Method With Deep Neural Networks.
IEEE Geosci. Remote. Sens. Lett., 2015

最短加法链的随机幂树方法 (Randomized Power Tree Method for Shortest Addition Chains).
计算机科学, 2015

Pan-Sharpening via Coupled Unitary Dictionary Learning.
Proceedings of the Image and Graphics - 8th International Conference, 2015

Automatic localization of mitral valve orifice in three-dimensional left cardiac model.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Region-based image retrieval based on medical media data using ranking and multi-view learning.
Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015

2014
Building recognition in urban environments: A survey of state-of-the-art and future challenges.
Inf. Sci., 2014

Deformable object tracking with spatiotemporal segmentation in big vision surveillance.
Proceedings of the Proceedings IEEE International Conference on Security, 2014

Medical social media analytics via ranking and big learning: An image-based disease prediction study.
Proceedings of the Proceedings IEEE International Conference on Security, 2014

Object Tracking using Reformative Transductive Learning with Sample Variational Correspondence.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Spatial-spectral compressive sensing for hyperspectral images super-resolution over learned dictionary.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Interactive Framework for Insect Tracking with Active Learning.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013
Multi-covered path in wireless sensor networks.
Telecommun. Syst., 2013

A Novel Similarity Learning Method via Relative Comparison for Content-Based Medical Image Retrieval.
J. Digit. Imaging, 2013

Region-Based Nasopharyngeal Carcinoma Lesion Segmentation from MRI Using Clustering- and Classification-Based Methods with Learning.
J. Digit. Imaging, 2013

Non-rigid target tracking based on 'flow-cut' in pair-wise frames with online hough forests.
Proceedings of the ACM Multimedia Conference, 2013

A novel marker-less tumor tracking strategyonlow-rank fluoroscopic images for image-guided lung cancer radiotherapy.
Proceedings of the IEEE International Conference on Image Processing, 2013

2011
A Computer Assisted Method for Nuclear Cataract Grading From Slit-Lamp Images Using Ranking.
IEEE Trans. Medical Imaging, 2011

2010
A Review of Region-Based Image Retrieval.
J. Signal Process. Syst., 2010

Content-Based Medical Image Retrieval with Metric Learning via Rank Correlation.
Proceedings of the Machine Learning in Medical Imaging, First International Workshop, 2010

2009
A Computer-Aided Diagnosis System of Nuclear Cataract via Ranking.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

2008
Semi-supervised Nasopharyngeal Carcinoma Lesion Extraction from Magnetic Resonance Images Using Online Spectral Clustering with a Learned Metric.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008


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