Z. Jane Wang

Orcid: 0000-0002-3791-0249

Affiliations:
  • University of British Columbia, Department of Electrical and Computer Engineering, Vancouver, Canada
  • University of Maryland, College Park, MD, USA (2002-2004)
  • University of Connecticut, Storrs, CT, USA (PhD 2002)


According to our database1, Z. Jane Wang authored at least 346 papers between 2000 and 2025.

Collaborative distances:

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Bibliography

2025
ESCAPE: Energy-based Selective Adaptive Correction for Out-of-distribution 3D Human Pose Estimation.
Neurocomputing, 2025

2024
Dynamic Object Tracking by Multi-UAV With Time-Variant Radio Maps.
IEEE Trans. Wirel. Commun., July, 2024

Contrastive-Enhanced Domain Generalization With Federated Learning.
IEEE Trans. Artif. Intell., April, 2024

Occlusion-robust FAU recognition by mining latent space of masked autoencoders.
Neurocomputing, February, 2024

Knowledge Inference Over Web 3.0 for Intelligent Fault Diagnosis in Industrial Internet of Things.
IEEE Trans. Netw. Sci. Eng., 2024

MM-Net: A MixFormer-Based Multi-Scale Network for Anatomical and Functional Image Fusion.
IEEE Trans. Image Process., 2024

Capturing complex hand movements and object interactions using machine learning-powered stretchable smart textile gloves.
Nat. Mac. Intell., 2024

Self-supervised anatomical continuity enhancement network for 7T SWI synthesis from 3T SWI.
Medical Image Anal., 2024

APDF: An active preference-based deep forest expert system for overall survival prediction in gastric cancer.
Expert Syst. Appl., 2024

DreamMapping: High-Fidelity Text-to-3D Generation via Variational Distribution Mapping.
CoRR, 2024

Automatic Medical Report Generation: Methods and Applications.
CoRR, 2024

AI-Enhanced 7-Point Checklist for Melanoma Detection Using Clinical Knowledge Graphs and Data-Driven Quantification.
CoRR, 2024

CCDM: Continuous Conditional Diffusion Models for Image Generation.
CoRR, 2024

GOLD: Generalized Knowledge Distillation via Out-of-Distribution-Guided Language Data Generation.
CoRR, 2024

Explainable machine learning for assessing upper respiratory tract of racehorses from endoscopy videos.
Comput. Biol. Medicine, 2024

A multi-task learning model for clinically interpretable sesamoiditis grading.
Comput. Biol. Medicine, 2024

Maximizing the Social Welfare of Decentralized Knowledge Inference Through Evolutionary Game.
Proceedings of the IEEE INFOCOM 2024, 2024

Transferable and high-quality adversarial example generation leveraging diffusion model.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

UAV-Based Dynamic Object Tracking with Radio Map.
Proceedings of the IEEE International Conference on Acoustics, 2024

Robust Distillation via Untargeted and Targeted Intermediate Adversarial Samples.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

PoseGen: Learning to Generate 3D Human Pose Dataset with NeRF.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Robust Joint Beamforming Optimization for RISs-Empowered Cell-Free Networks.
IEEE Trans. Veh. Technol., November, 2023

Clinically Informed Automated Assessment of Finger Tapping Videos in Parkinson's Disease.
Sensors, November, 2023

Networking Parallel Web3 Metaverses for Interoperability.
IEEE Netw., November, 2023

Joint Precoding for Active Intelligent Transmitting Surface Empowered Outdoor-to-Indoor Communication in mmWave Cellular Networks.
IEEE Trans. Wirel. Commun., October, 2023

Multi-Modal Streaming 3D Object Detection.
IEEE Robotics Autom. Lett., October, 2023

Automatic labeling of Parkinson's Disease gait videos with weak supervision.
Medical Image Anal., October, 2023

Smoothing group L1/2 regularized discriminative broad learning system for classification and regression.
Pattern Recognit., September, 2023

Radio Map Assisted Multi-UAV Target Searching.
IEEE Trans. Wirel. Commun., July, 2023

Signal Processing for Brain-Computer Interfaces: A review and current perspectives.
IEEE Signal Process. Mag., July, 2023

Continuous Conditional Generative Adversarial Networks: Novel Empirical Losses and Label Input Mechanisms.
IEEE Trans. Pattern Anal. Mach. Intell., July, 2023

SemiPFL: Personalized Semi-Supervised Federated Learning Framework for Edge Intelligence.
IEEE Internet Things J., May, 2023

Distilling and transferring knowledge via cGAN-generated samples for image classification and regression.
Expert Syst. Appl., March, 2023

PA-Tran: Learning to Estimate 3D Hand Pose with Partial Annotation.
Sensors, February, 2023

A Simple Self-Supervised IMU Denoising Method for Inertial Aided Navigation.
IEEE Robotics Autom. Lett., 2023

Decoupling multi-task causality for improved skin lesion segmentation and classification.
Pattern Recognit., 2023

SSD-KD: A self-supervised diverse knowledge distillation method for lightweight skin lesion classification using dermoscopic images.
Medical Image Anal., 2023

Efficient subsampling of realistic images from GANs conditional on a class or a continuous variable.
Neurocomputing, 2023

Optimal Time of Arrival Estimation for MIMO Backscatter Channels.
CoRR, 2023

Radio Map Based UAV Target Localization.
Proceedings of the IEEE International Conference on Acoustics, 2023

Capacity Maximization for Active RIS Assisted Outdoor-to-Indoor Communication System.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
Relay-Aided Double-Hop RISs-Empowered Outdoor-to-Indoor Communications.
IEEE Wirel. Commun. Lett., 2022

Effects of Vertical Fluctuations on Air-to-Ground mmWave UAV Communications.
IEEE Wirel. Commun. Lett., 2022

A Better Than Alamouti OSTBC for MIMO Backscatter Communications.
IEEE Trans. Wirel. Commun., 2022

LiCaS3: A Simple LiDAR-Camera Self-Supervised Synchronization Method.
IEEE Trans. Robotics, 2022

Distributed Knowledge Inference Framework for Intelligent Fault Diagnosis in IIoT Systems.
IEEE Trans. Netw. Sci. Eng., 2022

Breast Cancer Detection Using Multimodal Time Series Features From Ultrasound Shear Wave Absolute Vibro-Elastography.
IEEE J. Biomed. Health Informatics, 2022

Transformer-Based End-to-End Anatomical and Functional Image Fusion.
IEEE Trans. Instrum. Meas., 2022

SCIDA: Self-Correction Integrated Domain Adaptation From Single- to Multi-Label Aerial Images.
IEEE Trans. Geosci. Remote. Sens., 2022

Rethinking Crowdsourcing Annotation: Partial Annotation With Salient Labels for Multilabel Aerial Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Multilabel Aerial Image Classification With Unsupervised Domain Adaptation.
IEEE Trans. Geosci. Remote. Sens., 2022

Multilabel Aerial Image Classification With a Concept Attention Graph Neural Network.
IEEE Trans. Geosci. Remote. Sens., 2022

Toward Open-World Electroencephalogram Decoding Via Deep Learning: A comprehensive survey.
IEEE Signal Process. Mag., 2022

DA-IMRN: Dual-Attention-Guided Interactive Multi-Scale Residual Network for Hyperspectral Image Classification.
Remote. Sens., 2022

Cross-Domain Few-Shot Contrastive Learning for Hyperspectral Images Classification.
IEEE Geosci. Remote. Sens. Lett., 2022

Ship Target Segmentation for SAR Images Based on Clustering Center Shift.
IEEE Geosci. Remote. Sens. Lett., 2022

A Joint Optimization Framework for IRS-Assisted Energy Self-Sustainable IoT Networks.
IEEE Internet Things J., 2022

Knowledge-Based Fault Diagnosis in Industrial Internet of Things: A Survey.
IEEE Internet Things J., 2022

Self-supervised 3D human pose estimation from video.
Neurocomputing, 2022

Joint Precoding for Active Intelligent Transmitting Surface Empowered Outdoor-to-Indoor Communication in mmWave Cellular Networks.
CoRR, 2022

Generalizable Neural Radiance Fields for Novel View Synthesis with Transformer.
CoRR, 2022

SSD-KD: A Self-supervised Diverse Knowledge Distillation Method for Lightweight Skin Lesion Classification Using Dermoscopic Images.
CoRR, 2022

Robust Joint Design for Intelligent Reflecting Surfaces Assisted Cell-Free Networks.
CoRR, 2022

Atlas-guided parcellation: Individualized functionally-homogenous parcellation in cerebral cortex.
Comput. Biol. Medicine, 2022

Multi-channel content based image retrieval method for skin diseases using similarity network fusion and deep community analysis.
Biomed. Signal Process. Control., 2022



AdaptPose: Cross-Dataset Adaptation for 3D Human Pose Estimation by Learnable Motion Generation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Performance Bound of the Start of Frame Delimiters.
IEEE Wirel. Commun. Lett., 2021

Co-Learning Non-Negative Correlated and Uncorrelated Features for Multi-View Data.
IEEE Trans. Neural Networks Learn. Syst., 2021

Bridging the Gap Between 2D and 3D Contexts in CT Volume for Liver and Tumor Segmentation.
IEEE J. Biomed. Health Informatics, 2021

Interpreting Bottom-Up Decision-Making of CNNs via Hierarchical Inference.
IEEE Trans. Image Process., 2021

Unifying Top-Down Views by Task-Specific Domain Adaptation.
IEEE Trans. Geosci. Remote. Sens., 2021

Attention-Aware Pseudo-3-D Convolutional Neural Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2021

Galvanic Vestibular Stimulation: Data Analysis and Applications in Neurorehabilitation.
IEEE Signal Process. Mag., 2021

Perception matters: Exploring imperceptible and transferable anti-forensics for GAN-generated fake face imagery detection.
Pattern Recognit. Lett., 2021

A deep community based approach for large scale content based X-ray image retrieval.
Medical Image Anal., 2021

Fast Fault Detection and Location System for Distribution Network Lines Based on Power Electronic Disturbance Signals.
J. Circuits Syst. Comput., 2021

OCSID: Orthogonal Accessing Control Without Spectrum Spreading for Massive RFID Network.
IEEE Internet Things J., 2021

Recent Advances in Sparse Representation Based Medical Image Fusion.
IEEE Instrum. Meas. Mag., 2021

A smartly simple way for joint crowd counting and localization.
Neurocomputing, 2021

MPSK Orthogonal Coset Identification for Massive RFID Network.
IEEE Commun. Lett., 2021

Rethinking Crowdsourcing Annotation: Partial Annotation with Salient Labels for Multi-Label Image Classification.
CoRR, 2021

A Joint Power Splitting, Active and Passive Beamforming Optimization Framework for IRS Assisted MIMO SWIPT System.
CoRR, 2021

TriPose: A Weakly-Supervised 3D Human Pose Estimation via Triangulation from Video.
CoRR, 2021

Multi-view 3D Reconstruction with Transformer.
CoRR, 2021

Efficient Subsampling for Generating High-Quality Images from Conditional Generative Adversarial Networks.
CoRR, 2021

Incorporating clinical knowledge with constrained classifier chain into a multimodal deep network for melanoma detection.
Comput. Biol. Medicine, 2021

Joint Transceiver and IRS Design in MIMO PS-SWIPT System.
Proceedings of the 13th International Conference on Wireless Communications and Signal Processing, 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

Adversarial Attacks on Camera-LiDAR Models for 3D Car Detection.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

CcGAN: Continuous Conditional Generative Adversarial Networks for Image Generation.
Proceedings of the 9th International Conference on Learning Representations, 2021

ShuffleCount: Task-Specific Knowledge Distillation for Crowd Counting.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Towards Universal Physical Attacks On Cascaded Camera-Lidar 3d Object Detection Models.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Multi-view 3D Reconstruction with Transformers.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

A Capsule Network Based Approach for Detection of Audio Spoofing Attacks.
Proceedings of the IEEE International Conference on Acoustics, 2021

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

2020
Subsampling Generative Adversarial Networks: Density Ratio Estimation in Feature Space With Softplus Loss.
IEEE Trans. Signal Process., 2020

CHIP: Channel-Wise Disentangled Interpretation of Deep Convolutional Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., 2020

Feature-Flow Interpretation of Deep Convolutional Neural Networks.
IEEE Trans. Multim., 2020

Improving Prostate Cancer (PCa) Classification Performance by Using Three-Player Minimax Game to Reduce Data Source Heterogeneity.
IEEE Trans. Medical Imaging, 2020

Novel Regional Activity Representation With Constrained Canonical Correlation Analysis for Brain Connectivity Network Estimation.
IEEE Trans. Medical Imaging, 2020

An End-to-End Multi-Task Deep Learning Framework for Skin Lesion Analysis.
IEEE J. Biomed. Health Informatics, 2020

ReMAE: User-Friendly Toolbox for Removing Muscle Artifacts From EEG.
IEEE Trans. Instrum. Meas., 2020

Removing Muscle Artifacts From EEG Data via Underdetermined Joint Blind Source Separation: A Simulation Study.
IEEE Trans. on Circuits and Systems, 2020

Zero-Shot Classification Based on Multitask Mixed Attribute Relations and Attribute-Specific Features.
IEEE Trans. Cogn. Dev. Syst., 2020

RGGNet: Tolerance Aware LiDAR-Camera Online Calibration With Geometric Deep Learning and Generative Model.
IEEE Robotics Autom. Lett., 2020

Automated Design of Neural Network Architectures With Reinforcement Learning for Detection of Global Manipulations.
IEEE J. Sel. Top. Signal Process., 2020

Monostatic MIMO Backscatter Communications.
IEEE J. Sel. Areas Commun., 2020

A Simple, High-Performance Space-Time Code for MIMO Backscatter Communications.
IEEE Internet Things J., 2020

DT-LET: Deep transfer learning by exploring where to transfer.
Neurocomputing, 2020

Xnet: Task-specific attentional domain adaptation for satellite-to-aerial scene.
Neurocomputing, 2020

Perception Improvement for Free: Exploring Imperceptible Black-box Adversarial Attacks on Image Classification.
CoRR, 2020

Perception Matters: Exploring Imperceptible and Transferable Anti-forensics for GAN-generated Fake Face Imagery Detection.
CoRR, 2020

Weighted Sum-Rate Maximization for Intelligent Reflecting Surface Assisted Multi-Cell MU-MIMO Communications.
CoRR, 2020

CHAIN: Concept-harmonized Hierarchical Inference Interpretation of Deep Convolutional Neural Networks.
CoRR, 2020

Improving prostate cancer classification in H&E tissue micro arrays using Ki67 and P63 histopathology.
Comput. Biol. Medicine, 2020

Dual Adversarial Network for Unsupervised Ground/Satellite-to-Aerial Scene Adaptation.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Parkinson's Disease Detection from fMRI-Derived Brainstem Regional Functional Connectivity Networks.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Auto-Generating Neural Networks with Reinforcement Learning for Multi-Purpose Image Forensics.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

The Cognitive and Mathematical Foundations of Analytic Epidemiology.
Proceedings of the 19th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2020

2019
Deep Semantic Mapping for Heterogeneous Multimedia Transfer Learning Using Co-Occurrence Data.
ACM Trans. Multim. Comput. Commun. Appl., 2019

ICFS Clustering With Multiple Representatives for Large Data.
IEEE Trans. Neural Networks Learn. Syst., 2019

Multi-Scale Interpretation Model for Convolutional Neural Networks: Building Trust Based on Hierarchical Interpretation.
IEEE Trans. Multim., 2019

Dynamic Graph Theoretical Analysis of Functional Connectivity in Parkinson's Disease: The Importance of Fiedler Value.
IEEE J. Biomed. Health Informatics, 2019

Video-Based Heart Rate Measurement: Recent Advances and Future Prospects.
IEEE Trans. Instrum. Meas., 2019

Removal of High-Voltage Brain Stimulation Artifacts From Simultaneous EEG Recordings.
IEEE Trans. Biomed. Eng., 2019

Coarse-to-Fine Image DeHashing Using Deep Pyramidal Residual Learning.
IEEE Signal Process. Lett., 2019

Medical Image Fusion via Convolutional Sparsity Based Morphological Component Analysis.
IEEE Signal Process. Lett., 2019

Community structure detection from networks with weighted modularity.
Pattern Recognit. Lett., 2019

A multi-purpose image forensic method using densely connected convolutional neural networks.
J. Real Time Image Process., 2019

A Deep Learning Based Attack for The Chaos-based Image Encryption.
CoRR, 2019

Human Intracranial EEG Quantitative Analysis and Automatic Feature Learning for Epileptic Seizure Prediction.
CoRR, 2019

A multi-scale data fusion framework for bone age assessment with convolutional neural networks.
Comput. Biol. Medicine, 2019

Parcellation of functional sub-regions from fMRI: A graph clustering based approach.
Biomed. Signal Process. Control., 2019

A Survey on Measuring Anonymity in Anonymous Communication Systems.
IEEE Access, 2019

Depthwise Separable Convolutional Neural Network for Image Forensics.
Proceedings of the 2019 IEEE Visual Communications and Image Processing, 2019

Fisher-Bures Adversary Graph Convolutional Networks.
Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019

Dense-Residual Attention Network for Skin Lesion Segmentation.
Proceedings of the Machine Learning in Medical Imaging - 10th International Workshop, 2019

Classifying Melanoma and Seborrheic Keratosis Automatically with Polarization Speckle Imaging.
Proceedings of the 2019 IEEE Global Conference on Signal and Information Processing, 2019

Computer Assisted Reading of Chest Radiographs.
Proceedings of the 2019 IEEE Global Conference on Signal and Information Processing, 2019

A Multivariate Approach for Denoising of T2 Relaxation Decay Curves in Myelin Water Fraction Imaging.
Proceedings of the 2019 IEEE Global Conference on Signal and Information Processing, 2019

2018
The Use of Multivariate EMD and CCA for Denoising Muscle Artifacts From Few-Channel EEG Recordings.
IEEE Trans. Instrum. Meas., 2018

Zero-Shot Image Classification Based on Deep Feature Extraction.
IEEE Trans. Cogn. Dev. Syst., 2018

Active-Learning-Incorporated Deep Transfer Learning for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Unsupervised Multiview Nonnegative Correlated Feature Learning for Data Clustering.
IEEE Signal Process. Lett., 2018

RevHashNet: Perceptually de-hashing real-valued image hashes for similarity retrieval.
Signal Process. Image Commun., 2018

A Computer-Aided Decision Support System for Detection and Localization of Cutaneous Vasculature in Dermoscopy Images Via Deep Feature Learning.
J. Medical Syst., 2018

Deep learning for pixel-level image fusion: Recent advances and future prospects.
Inf. Fusion, 2018

Incomplete multi-view clustering via deep semantic mapping.
Neurocomputing, 2018

Mid-level deep Food Part mining for food image recognition.
IET Comput. Vis., 2018

Robust detection of epileptic seizures based on L1-penalized robust regression of EEG signals.
Expert Syst. Appl., 2018

RAE: The Rainforest Automation Energy Dataset for Smart Grid Meter Data Analysis.
Data, 2018

DT-LET: Deep Transfer Learning by Exploring where to Transfer.
CoRR, 2018

A Survey of Secure Routing Protocols in Multi-Hop Cellular Networks.
IEEE Commun. Surv. Tutorials, 2018

Feasibility-Aware Partial Interference Alignment for Hybrid D2D and Cellular Communication Networks.
IEEE Access, 2018

Sparsity-Based Image Inpainting Detection via Canonical Correlation Analysis With Low-Rank Constraints.
IEEE Access, 2018

Deep Transfer Learning for Hyperspectral Image Classification.
Proceedings of the 20th IEEE International Workshop on Multimedia Signal Processing, 2018

Image Inpainting Detection Based on a Modified Formulation of Canonical Correlation Analysis.
Proceedings of the 20th IEEE International Workshop on Multimedia Signal Processing, 2018

Computer-aided detection of basal cell carcinoma through blood content analysis in dermoscopy images.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018

A Strong Adaptive, Strategic Double-Spending Attack on Blockchains.
Proceedings of the IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2018

Densely Connected Convolutional Neural Network for Multi-purpose Image Forensics under Anti-forensic Attacks.
Proceedings of the 6th ACM Workshop on Information Hiding and Multimedia Security, 2018

Robust Detection of Epileptic Seizures Using Deep Neural Networks.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

A Rotation-Invariant Convolutional Neural Network for Image Enhancement Forensics.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Automatic detection of translucency using a deep learning method from patches of clinical basal cell carcinoma images.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018

2017
Query Diversity Schemes for Backscatter RFID Communications With Single-Antenna Tags.
IEEE Trans. Veh. Technol., 2017

Automated Detection and Segmentation of Vascular Structures of Skin Lesions Seen in Dermoscopy, With an Application to Basal Cell Carcinoma Classification.
IEEE J. Biomed. Health Informatics, 2017

Illumination Variation-Resistant Video-Based Heart Rate Measurement Using Joint Blind Source Separation and Ensemble Empirical Mode Decomposition.
IEEE J. Biomed. Health Informatics, 2017

A Load-Balancing Divide-and-Conquer SVM Solver.
ACM Trans. Embed. Comput. Syst., 2017

A Framework of Camera Source Identification Bayesian Game.
IEEE Trans. Cybern., 2017

Novel Tactile Sensor Technology and Smart Tactile Sensing Systems: A Review.
Sensors, 2017

Novel Flexible Wearable Sensor Materials and Signal Processing for Vital Sign and Human Activity Monitoring.
Sensors, 2017

Structure Preserving Transfer Learning for Unsupervised Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2017

Video-based human heart rate measurement using joint blind source separation.
Biomed. Signal Process. Control., 2017

3D CNN Based Automatic Diagnosis of Attention Deficit Hyperactivity Disorder Using Functional and Structural MRI.
IEEE Access, 2017

Underdetermined Joint Blind Source Separation of Multiple Datasets.
IEEE Access, 2017

Multimodal Deep Learning Approach for Joint EEG-EMG Data Compression and Classification.
Proceedings of the 2017 IEEE Wireless Communications and Networking Conference, 2017

Connectivity-based parcellation of functional sub-regions from brain fMRI signals.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

Sparse unmixing based on feature pixels for hyperspectral imagery.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

Assessing functional connectivity of brainstem nuclei in fMRI data.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

Convolutional Neural Networks for Robust and Real-Time 2-D/3-D Registration.
Proceedings of the Deep Learning for Medical Image Analysis, 1st Edition, 2017

2016
Block-Level Unitary Query: Enabling Orthogonal-Like Space-Time Code With Query Diversity for MIMO Backscatter RFID.
IEEE Trans. Wirel. Commun., 2016

A CNN Regression Approach for Real-Time 2D/3D Registration.
IEEE Trans. Medical Imaging, 2016

An Observer/Predictor-Based Model of the User for Attaining Situation Awareness.
IEEE Trans. Hum. Mach. Syst., 2016

A Feature Article Cluster on Brain Signal Analytics: Analytical Approaches to Enhanced Understanding of Brain Function From the Editors.
IEEE Signal Process. Mag., 2016

Joint Blind Source Separation for Neurophysiological Data Analysis: Multiset and multimodal methods.
IEEE Signal Process. Mag., 2016

Underdetermined Joint Blind Source Separation for Two Datasets Based on Tensor Decomposition.
IEEE Signal Process. Lett., 2016

Image Fusion With Convolutional Sparse Representation.
IEEE Signal Process. Lett., 2016

Forensics and counter anti-forensics of video inter-frame forgery.
Multim. Tools Appl., 2016

A Combined Static and Dynamic Model for Resting-State Brain Connectivity Networks.
IEEE J. Sel. Top. Signal Process., 2016

Scatter to volume registration for model-free respiratory motion estimation from dynamic MRIs.
Comput. Medical Imaging Graph., 2016

Real-time 6DoF pose recovery from X-ray images using library-based DRR and hybrid optimization.
Int. J. Comput. Assist. Radiol. Surg., 2016

Connectivity-based parcellation of functional SubROIs in putamen using a sparse spatially regularized regression model.
Biomed. Signal Process. Control., 2016

Real-time 2D/3D registration via CNN regression.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

A Multimodal data fusion approach efficiently predicts disease duration in multiple sclerosis.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Energy Efficient EEG Monitoring System for Wireless Epileptic Seizure Detection.
Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

Ll-regularization based EEG feature learning for detecting epileptic seizure.
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Community detection from genomic datasets across human cancers.
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Underdetermined joint blind source separation based on tensor decomposition.
Proceedings of the 2016 IEEE Canadian Conference on Electrical and Computer Engineering, 2016

Superpixel-based image recognition for food images.
Proceedings of the 2016 IEEE Canadian Conference on Electrical and Computer Engineering, 2016

False discovery rate controller for functional brain parcellation.
Proceedings of the 2016 IEEE Canadian Conference on Electrical and Computer Engineering, 2016

Machine learning for quality prediction in abrasion-resistant material manufacturing process.
Proceedings of the 2016 IEEE Canadian Conference on Electrical and Computer Engineering, 2016

Joint time invariant and time dependent brain connectivity network estimation.
Proceedings of the 2016 IEEE Canadian Conference on Electrical and Computer Engineering, 2016

Automatic detection of basal cell carcinoma using vascular-extracted features from dermoscopy images.
Proceedings of the 2016 IEEE Canadian Conference on Electrical and Computer Engineering, 2016

Feature selection to simplify BDI for efficient depression identification.
Proceedings of the 2016 IEEE Canadian Conference on Electrical and Computer Engineering, 2016

2015
Unitary Query for the M×L×N MIMO Backscatter RFID Channel.
IEEE Trans. Wirel. Commun., 2015

Performance of General STCs Over Spatially Correlated MIMO Single-Keyhole Channels.
IEEE Trans. Veh. Technol., 2015

Dimensionality Reduction for Hyperspectral Data Based on Class-Aware Tensor Neighborhood Graph and Patch Alignment.
IEEE Trans. Neural Networks Learn. Syst., 2015

A Sticky Weighted Regression Model for Time-Varying Resting-State Brain Connectivity Estimation.
IEEE Trans. Biomed. Eng., 2015

A Sparse Representation-Based Wavelet Domain Speech Steganography Method.
IEEE ACM Trans. Audio Speech Lang. Process., 2015

Median Filtering Forensics Based on Convolutional Neural Networks.
IEEE Signal Process. Lett., 2015

A Convolutional Neural Network Approach for 2D/3D Medical Image Registration.
CoRR, 2015

Block-Level Unitary Query: Incorporating Orthogonal-like Space-time Code with Query Diversity for MIMO Backscatter RFID.
CoRR, 2015

Connectivity-based parcellation of putamen using resting state fMRI data.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

MRI-based motion estimation via scatter to volume registration.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Non-contact driver cardiac physiological monitoring using video data.
Proceedings of the IEEE China Summit and International Conference on Signal and Information Processing, 2015

2014
SER of Orthogonal Space-Time Block Codes Over Rician and Nakagami- m RF Backscattering Channels.
IEEE Trans. Veh. Technol., 2014

A Three-Step Multimodal Analysis Framework for Modeling Corticomuscular Activity With Application to Parkinson's Disease.
IEEE J. Biomed. Health Informatics, 2014

A Genetically Informed, Group fMRI Connectivity Modeling Approach: Application to Schizophrenia.
IEEE Trans. Biomed. Eng., 2014

An EEMD-IVA Framework for Concurrent Multidimensional EEG and Unidimensional Kinematic Data Analysis.
IEEE Trans. Biomed. Eng., 2014

Correlation-and-bit-aware additive spread spectrum data hiding for Laplacian distributed host image signals.
Signal Process. Image Commun., 2014

Classification of EEG Signals Using a Multiple Kernel Learning Support Vector Machine.
Sensors, 2014

Unitary Query for the M x L x N MIMO Backscatter RFID Channel.
CoRR, 2014

Time varying brain connectivity modeling using FMRI signals.
Proceedings of the IEEE International Conference on Acoustics, 2014

Physiological parameter monitoring of drivers based on video data and independent vector analysis.
Proceedings of the IEEE International Conference on Acoustics, 2014

Automatic region of interest extraction in food baking images.
Proceedings of the IEEE China Summit & International Conference on Signal and Information Processing, 2014

Non-parametric orthogonal slice to volume deformable registration: Application to PET/MR respiratory motion compensation.
Proceedings of the IEEE China Summit & International Conference on Signal and Information Processing, 2014

Message from Technical Chairs.
Proceedings of the IEEE China Summit & International Conference on Signal and Information Processing, 2014

2013
An Unsupervised Hierarchical Feature Learning Framework for One-Shot Image Recognition.
IEEE Trans. Multim., 2013

A Joint Multimodal Group Analysis Framework for Modeling Corticomuscular Activity.
IEEE Trans. Multim., 2013

Guest Editorial for Special Section on Multimodal Biomedical Imaging: Algorithms and Applications.
IEEE Trans. Multim., 2013

Cross-Domain Object Recognition Via Input-Output Kernel Analysis.
IEEE Trans. Image Process., 2013

Compressed Binary Image Hashes Based on Semisupervised Spectral Embedding.
IEEE Trans. Inf. Forensics Secur., 2013

An IC-PLS Framework for Group Corticomuscular Coupling Analysis.
IEEE Trans. Biomed. Eng., 2013

Inside Signal Processing [From the Editors].
IEEE Signal Process. Mag., 2013

Spread spectrum image data hiding in the encrypted discrete cosine transform coefficients.
J. Electronic Imaging, 2013

Corticomuscular Activity Modeling by Combining Partial Least Squares and Canonical Correlation Analysis.
J. Appl. Math., 2013

Effect of Transmission Correlations on the Performance of General Space-time Codes in Single-Keyhole Channels.
CoRR, 2013

Pattern recognition of number gestures based on a wireless surface EMG system.
Biomed. Signal Process. Control., 2013

Correlation-and-bit-aware multiplicative spread spectrum embedding for data hiding.
Proceedings of the 2013 IEEE International Workshop on Information Forensics and Security, 2013

Modeling the User as an Observer to Determine Display Information Requirements.
Proceedings of the IEEE International Conference on Systems, 2013

An Adaptive Descriptor Design for Object Recognition in the Wild.
Proceedings of the IEEE International Conference on Computer Vision, 2013

A novel quantization-based watermarking approach invariant to gain attack.
Proceedings of the IEEE International Conference on Acoustics, 2013

Metric based Gaussian kernel learning for classification.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
A Generalized Multivariate Autoregressive (GmAR)-Based Approach for EEG Source Connectivity Analysis.
IEEE Trans. Signal Process., 2012

Shrinkage-to-Tapering Estimation of Large Covariance Matrices.
IEEE Trans. Signal Process., 2012

Efficient Minimax Estimation of a Class of High-Dimensional Sparse Precision Matrices.
IEEE Trans. Signal Process., 2012

An Improved Multiplicative Spread Spectrum Embedding Scheme for Data Hiding.
IEEE Trans. Inf. Forensics Secur., 2012

Perceptual Image Hashing Based on Shape Contexts and Local Feature Points.
IEEE Trans. Inf. Forensics Secur., 2012

A Sign-Component-Based Framework for Chinese Sign Language Recognition Using Accelerometer and sEMG Data.
IEEE Trans. Biomed. Eng., 2012

A multiblock PLS model of cortico-cortical and corticomuscular interactions in Parkinson's disease.
NeuroImage, 2012

On the performance of MIMO RFID backscattering channels.
EURASIP J. Wirel. Commun. Netw., 2012

Efficient blind decoders of additive spread spectrum embedding based for data hiding.
EURASIP J. Adv. Signal Process., 2012

A Computationally Efficient, Exploratory Approach to Brain Connectivity Incorporating False Discovery Rate Control, <i>A Priori</i> Knowledge, and Group Inference.
Comput. Math. Methods Medicine, 2012

Wavelet-based gradient transform and its applications.
Proceedings of the 14th IEEE International Workshop on Multimedia Signal Processing, 2012

Cross-domain object recognition by output kernel learning.
Proceedings of the 14th IEEE International Workshop on Multimedia Signal Processing, 2012

A tridirectional method for corticomuscular coupling analysis in Parkinson's disease.
Proceedings of the 14th IEEE International Workshop on Multimedia Signal Processing, 2012

Least square filtering for low-delay transform domain Wyner-Ziv video coding.
Proceedings of the International Symposium on Intelligent Signal Processing and Communications Systems, 2012

An FDR-controlled, exploratory group modeling for assessing brain connectivity.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

A hybrid RLC-Turbo codec scheme in Distributed Video Coding.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Large covariance matrix estimation: Bridging shrinkage and tapering approaches.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011
Correlation-and-Bit-Aware Spread Spectrum Embedding for Data Hiding.
IEEE Trans. Inf. Forensics Secur., 2011

Robust Image Watermarking Based on Multiscale Gradient Direction Quantization.
IEEE Trans. Inf. Forensics Secur., 2011

Democratizing Signal Processing [From the Editors].
IEEE Signal Process. Mag., 2011

A Bayesian Lasso via reversible-jump MCMC.
Signal Process., 2011

Altered directional connectivity in Parkinson's disease during performance of a visually guided task.
NeuroImage, 2011

Closed-Form BER Analysis of Non-Coherent FSK in MISO Double Rayleigh Fading/RFID Channel.
IEEE Commun. Lett., 2011

Improved multiplicative spread spectrum embedding for image data hiding.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Shape context based image hashing using local feature points.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

A new data hiding method using angle quantization index modulation in gradient domain.
Proceedings of the IEEE International Conference on Acoustics, 2011

Impact of the correlation between forward and backscatter channels on RFID system performance.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
Asymptotic analysis of robust LASSOs in the presence of noise with large variance.
IEEE Trans. Inf. Theory, 2010

Correlation-aware data hiding based on spread spectrum embedding.
Proceedings of the International Conference on Image Processing, 2010

Watermark survival chance (WSC) concept for improving watermark robustness against JPEG compression.
Proceedings of the International Conference on Image Processing, 2010

FMRI group studies of brain connectivity via a group robust Lasso.
Proceedings of the International Conference on Image Processing, 2010

A host rejected spread spectrum embedding scheme for data hiding.
Proceedings of the IEEE International Conference on Acoustics, 2010

Asymptotic analysis of the Huberized LASSO estimator.
Proceedings of the IEEE International Conference on Acoustics, 2010

Gains by a space-time-code based signaling scheme for multiple-antenna RFID tags.
Proceedings of the 23rd Canadian Conference on Electrical and Computer Engineering, 2010

2009
An Activity-Subspace Approach for Estimating the Integrated Input Function and Relative Distribution Volume in PET Parametric Imaging.
IEEE Trans. Inf. Technol. Biomed., 2009

Controlling the False Discovery Rate of the Association/Causality Structure Learned with the PC Algorithm.
J. Mach. Learn. Res., 2009

An Extended Image Hashing Concept: Content-Based Fingerprinting Using FJLT.
EURASIP J. Inf. Secur., 2009

Towards automated image hashing based on the Fast Johnson-Lindenstrauss Transform (FJLT).
Proceedings of the First IEEE International Workshop on Information Forensics and Security, 2009

Minimum mean square error detector for multimessage spread spectrum embedding.
Proceedings of the International Conference on Image Processing, 2009

Image quality monitoring using spread spectrum watermarking.
Proceedings of the International Conference on Image Processing, 2009

Reduced-reference image quality assessment based on perceptual image hashing.
Proceedings of the International Conference on Image Processing, 2009

Hashing the mAR coefficients from EEG data for person authentication.
Proceedings of the IEEE International Conference on Acoustics, 2009

Sparse multivariate autoregressive (mAR)-based partial directed coherence (PDC) for electroencephalogram (EEG) analysis.
Proceedings of the IEEE International Conference on Acoustics, 2009

A Framework of Multiplicative Spread Spectrum Embedding for Data Hiding: Performance, Decoder and Signature Design.
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

2008
A Hidden Markov, Multivariate Autoregressive (HMM-mAR) Network Framework for Analysis of Surface EMG (sEMG) Data.
IEEE Trans. Signal Process., 2008

Bayesian Network Modeling for Discovering "Dependent Synergies" Among Muscles in Reaching Movements.
IEEE Trans. Biomed. Eng., 2008

A Windowed Eigenspectrum Method for Multivariate sEMG Classification During Reaching Movements.
IEEE Signal Process. Lett., 2008

Dynamic Bayesian network modeling of fMRI: A comparison of group-analysis methods.
NeuroImage, 2008

Probabilistic Boolean Network Analysis of Brain Connectivity in Parkinson's Disease.
IEEE J. Sel. Top. Signal Process., 2008

Introduction to the Issue on fMRI Analysis for Human Brain Mapping.
IEEE J. Sel. Top. Signal Process., 2008

Fast Johnson-Lindenstrauss Transform for robust and secure image hashing.
Proceedings of the International Workshop on Multimedia Signal Processing, 2008

Probabilistic Boolean Network for inferring brain connectivity using FMRI data.
Proceedings of the IEEE International Conference on Acoustics, 2008

Controlling the false discovery rate in modeling brain functional connectivity.
Proceedings of the IEEE International Conference on Acoustics, 2008

Mutual information based relevance network analysis: a Parkinson'S disease study.
Proceedings of the IEEE International Conference on Acoustics, 2008

2007
Delay sensitive scheduling schemes for heterogeneous QoS over wireless networks.
IEEE Trans. Wirel. Commun., 2007

Genomic processing for cancer classification and prediction - Abroad review of the recent advances in model-based genomoric and proteomic signal processing for cancer detection.
IEEE Signal Process. Mag., 2007

Local Linear Discriminant Analysis (LLDA) for group and region of interest (ROI)-based fMRI analysis.
NeuroImage, 2007

Robust digital video watermarking scheme for H.264 advanced video coding standard.
J. Electronic Imaging, 2007

Dependence network modeling for biomarker identification.
Bioinform., 2007

Relevance Network Modeling for Muscle Association Pattern in Reaching Movements.
Proceedings of the IEEE International Conference on Acoustics, 2007

Local Linear Discriminant Analysis (LLDA) for Inference of Multisubject FMRI Data.
Proceedings of the IEEE International Conference on Acoustics, 2007

A Multi-Subject, Dynamic Bayesian Networks (DBNS) Framework for Brain Effective Connectivity.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
Adaptive Channel Estimation Using Pilot-Embedded Data-Bearing Approach for MIMO-OFDM Systems.
IEEE Trans. Signal Process., 2006

A Data-Bearing Approach for Pilot-Embedding Frameworks in Space-Time Coded MIMO Systems.
IEEE Trans. Signal Process., 2006

Polynomial model approach for resynchronization analysis of cell-cycle gene expression data.
Bioinform., 2006

LS FFT-based channel estimators using pilot-embedded data-bearing approach in space-frequency coded MIMO-OFDM systems.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2006

A Data-Bearing Approach for Pilot-Aiding in Space-Time Coded MIMO Systems.
Proceedings of the 63rd IEEE Vehicular Technology Conference, 2006

Adaptive Pilot-Embedded Data-Bearing Approach Channel Estimation in Space-Frequency Coded MIMO-OFDM Systems.
Proceedings of the 63rd IEEE Vehicular Technology Conference, 2006

An improved scalar quantization-based digital video watermarking scheme for H.264/AVC.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

Mixture principal component analysis for distribution volume parametric imaging in brain PET studies.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

Dynamic Bayesian networks (DBNS) demonstrate impaired brain connectivity during performance of simultaneous movements in Parkinson's disease.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

Optimum Power Allocation for Maximum-Likelihood Channel Estimation in Space-Time Coded MIMO Systems.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

An Adaptive Protocol for Cooperative Communications Achieving Asymptotic Minimum Symbol-Error-Rate.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Bayesian Network Modeling For Discovering "Directed Synergies" Among Muscles in Reaching Movements.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

A Time-Varying Eigenspectrum/SVM Method for Semg Classification of Reaching Movements in Healthy and Stroke Subjects.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Dependence model and network for biomarker identification and cancer classification.
Proceedings of the 14th European Signal Processing Conference, 2006

2005
A MIMO-OFDM channel estimation approach using time of arrivals.
IEEE Trans. Wirel. Commun., 2005

A factor-image framework to quantification of brain receptor dynamic PET studies.
IEEE Trans. Signal Process., 2005

Forensic analysis of nonlinear collusion attacks for multimedia fingerprinting.
IEEE Trans. Image Process., 2005

Anti-collusion forensics of multimedia fingerprinting using orthogonal modulation.
IEEE Trans. Image Process., 2005

Ensemble dependence model for classification and prediction of cancer and normal gene expression data.
Bioinform., 2005

Performance analysis for pilot-embedded data-bearing approach in space-time coded MIMO systems.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004
Joint segmentation and classification of time series using class-specific features.
IEEE Trans. Syst. Man Cybern. Part B, 2004

Collusion-resistant fingerprinting for multimedia.
IEEE Signal Process. Mag., 2004

Group-Oriented Fingerprinting for Multimedia Forensics.
EURASIP J. Adv. Signal Process., 2004

Collusion-resistant multimedia fingerprinting: a unified framework.
Proceedings of the Security, Steganography, and Watermarking of Multimedia Contents VI, 2004

A Likelihood-Based Framework for Quantification of Brain Receptor PET Studies in The Pixel Domain.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Simultaneous Estimation of Kinetic Parameters and the Input Function from DCE-MRI Data: Theory and Simulation.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

2003
Two algorithms to segment white Gaussian data with piecewise constant variances.
IEEE Trans. Signal Process., 2003

Anti-collusion fingerprinting for multimedia.
IEEE Trans. Signal Process., 2003

Performance of detection statistics under collusion attacks on independent multimedia fingerprints.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Anti-collusion of group-oriented fingerprinting.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Nonlinear collusion attacks on independent fingerprints for multimedia.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

The VTP test for transients of equal detectability.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Resistance of orthogonal Gaussian fingerprints to collusion attacks.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

MIMO-OFDM channel estimation via probabilistic data association based TOAs.
Proceedings of the Global Telecommunications Conference, 2003

A resource allocation framework with credit system and user autonomy over heterogeneous wireless network.
Proceedings of the Global Telecommunications Conference, 2003

2002
Fast and accurate variance-segmentation of white Gaussian data.
Proceedings of the IEEE International Conference on Acoustics, 2002

2001
All-purpose and plug-in power-law detectors for transient signals.
IEEE Trans. Signal Process., 2001

Wavelets in the frequency domain for narrowband process detection.
Proceedings of the IEEE International Conference on Acoustics, 2001

Improved power-law detection of transients.
Proceedings of the IEEE International Conference on Acoustics, 2001

2000
A performance study of some transient detectors.
IEEE Trans. Signal Process., 2000


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