Qinghua Huang

Orcid: 0000-0003-1080-6940

According to our database1, Qinghua Huang authored at least 185 papers between 2006 and 2024.

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

Timeline

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Bibliography

2024
A<sup>3</sup>R-Net: adaptive attention aggregation residual network for sparse DOA estimation.
Signal Image Video Process., April, 2024

Deep learning-powered biomedical photoacoustic imaging.
Neurocomputing, March, 2024

Sound Event Localization and Detection Using Parallel Multi-attention Enhancement.
Circuits Syst. Signal Process., January, 2024

LM-Net: A light-weight and multi-scale network for medical image segmentation.
Comput. Biol. Medicine, January, 2024

Fully automated thyroid ultrasound screening utilizing multi-modality image and anatomical prior.
Biomed. Signal Process. Control., January, 2024

ADMNet: Adaptive-Weighting Dual Mapping for Online Tracking With Respiratory Motion Estimation in Contrast-Enhanced Ultrasound.
IEEE Trans. Image Process., 2024

Robot-Assisted Autonomous Ultrasound Imaging for Carotid Artery.
IEEE Trans. Instrum. Meas., 2024

Detection of ULF Geomagnetic Anomalies Prior to the Tohoku-Oki Earthquake by the Multireference Station Method.
IEEE Trans. Geosci. Remote. Sens., 2024

Employing Iterative Feature Selection in Fuzzy Rule-Based Binary Classification.
CoRR, 2024

Knowledge Pyramid: A Novel Hierarchical Reasoning Structure for Generalized Knowledge Augmentation and Inference.
CoRR, 2024

2023
MAF-Net: multidimensional attention fusion network for multichannel speech separation.
Multim. Syst., December, 2023

Classification of tumor in one single ultrasound image via a novel multi-view learning strategy.
Pattern Recognit., November, 2023

Review of robot-assisted medical ultrasound imaging systems: Technology and clinical applications.
Neurocomputing, November, 2023

A novel image-to-knowledge inference approach for automatically diagnosing tumors.
Expert Syst. Appl., November, 2023

BSMNet: Boundary-salience multi-branch network for intima-media identification in carotid ultrasound images.
Comput. Biol. Medicine, August, 2023

Deep fusion of human-machine knowledge with attention mechanism for breast cancer diagnosis.
Biomed. Signal Process. Control., July, 2023

An efficient method for parameter estimation and separation of multi-component LFM signals.
Signal Process., June, 2023

Extraction of vascular wall in carotid ultrasound via a novel boundary-delineation network.
Eng. Appl. Artif. Intell., May, 2023

NAG-Net: Nested attention-guided learning for segmentation of carotid lumen-intima interface and media-adventitia interface.
Comput. Biol. Medicine, April, 2023

An omics-to-omics joint knowledge association subtensor model for radiogenomics cross-modal modules from genomics and ultrasonic images of breast cancers.
Comput. Biol. Medicine, March, 2023

Statistical Correlation Between DEMETER Satellite Electronic Perturbations and Global Earthquakes With M ≥ 4.8.
IEEE Trans. Geosci. Remote. Sens., 2023

RASE: A Real-Time Automatic Search Engine for Anomalous Seismic Electric Signals in Geoelectric Data.
IEEE Trans. Geosci. Remote. Sens., 2023

Fast Bayesian Inversion of Airborne Electromagnetic Data Based on the Invertible Neural Network.
IEEE Trans. Geosci. Remote. Sens., 2023

A review of deep learning segmentation methods for carotid artery ultrasound images.
Neurocomputing, 2023

A multiple gated boosting network for multi-organ medical image segmentation.
IET Image Process., 2023

Diagnosis of hepatocellular carcinoma using deep network with multi-view enhanced patterns mined in contrast-enhanced ultrasound data.
Eng. Appl. Artif. Intell., 2023

PneumoLLM: Harnessing the Power of Large Language Model for Pneumoconiosis Diagnosis.
CoRR, 2023

Cancer omic data based explainable AI drug recommendation inference: A traceability perspective for explainability.
Biomed. Signal Process. Control., 2023

Two stages biclustering with three populations.
Biomed. Signal Process. Control., 2023

Automated Parameters Prediction for Microwave Thermal Ablation of Liver Tumor with Ultrasound Image.
Proceedings of the IEEE International Conference on Development and Learning, 2023

Fusion of Human Cognitive Knowledge and Machine Inference for Breast Cancer Detection.
Proceedings of the International Conference on Advanced Robotics and Mechatronics, 2023

Fully Automated Interpretable Breast Ultrasound Assisted Diagnosis System.
Proceedings of the International Conference on Advanced Robotics and Mechatronics, 2023

2022
LSTM-Autoencoder Network for the Detection of Seismic Electric Signals.
IEEE Trans. Geosci. Remote. Sens., 2022

Joint Application of Secondary Field and Coupled Potential Formulations to Unstructured Meshes for 3-D CSEM Forward Modeling.
IEEE Trans. Geosci. Remote. Sens., 2022

Segmentation information with attention integration for classification of breast tumor in ultrasound image.
Pattern Recognit., 2022

Semi-supervised multi-view graph convolutional networks with application to webpage classification.
Inf. Sci., 2022

Knowledge tensor embedding framework with association enhancement for breast ultrasound diagnosis of limited labeled samples.
Neurocomputing, 2022

Anatomical prior based vertebra modelling for reappearance of human spines.
Neurocomputing, 2022

DOA estimation using two independent convolutional neural networks with residual blocks.
Digit. Signal Process., 2022

Multi-scale information with attention integration for classification of liver fibrosis in B-mode US image.
Comput. Methods Programs Biomed., 2022

Radiomics analysis of ultrasonic image predicts sensitive effects of microwave ablation in treatment of patient with benign breast tumors.
Biomed. Signal Process. Control., 2022

A Deep Learning Method for DOA Estimation with Normalized Features in Reverberant Environment.
Proceedings of the ICCAI '22: 8th International Conference on Computing and Artificial Intelligence, Tianjin, China, March 18, 2022

A Robotic Ultrasound System Controlled by Human sEMG Signals.
Proceedings of the International Conference on Advanced Robotics and Mechatronics , 2022

2021
A Gated Recurrent Network With Dual Classification Assistance for Smoke Semantic Segmentation.
IEEE Trans. Image Process., 2021

Automatic 3-D Imaging and Measurement of Human Spines With a Robotic Ultrasound System.
IEEE Trans. Instrum. Meas., 2021

Dense Prediction and Local Fusion of Superpixels: A Framework for Breast Anatomy Segmentation in Ultrasound Image With Scarce Data.
IEEE Trans. Instrum. Meas., 2021

Automatic Modulation Recognition Based on a DCN-BiLSTM Network.
Sensors, 2021

Groundwater Flow Monitoring by Fusion Probability Tomography of Self-Potential Data.
IEEE Geosci. Remote. Sens. Lett., 2021

Optimized Real-Time MUSIC Algorithm With CPU-GPU Architecture.
IEEE Access, 2021

Tolerating Data Missing in Breast Cancer Diagnosis from Clinical Ultrasound Reports via Knowledge Graph Inference.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Semantic Preserving Generative Adversarial Network For Cross-Modal Hashing.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

2020
On Combining Biclustering Mining and AdaBoost for Breast Tumor Classification.
IEEE Trans. Knowl. Data Eng., 2020

Differential Diagnosis of Atypical Hepatocellular Carcinoma in Contrast-Enhanced Ultrasound Using Spatio-Temporal Diagnostic Semantics.
IEEE J. Biomed. Health Informatics, 2020

A Wave-Shaped Deep Neural Network for Smoke Density Estimation.
IEEE Trans. Image Process., 2020

Automated Trading Point Forecasting Based on Bicluster Mining and Fuzzy Inference.
IEEE Trans. Fuzzy Syst., 2020

Modality-specific and shared generative adversarial network for cross-modal retrieval.
Pattern Recognit., 2020

Segmentation of breast ultrasound image with semantic classification of superpixels.
Medical Image Anal., 2020

A Spatial-Spectral Prototypical Network for Hyperspectral Remote Sensing Image.
IEEE Geosci. Remote. Sens. Lett., 2020

Classification of breast ultrasound with human-rating BI-RADS scores using mined diagnostic patterns and optimized neuro-network.
Neurocomputing, 2020

Ultrasound image de-speckling by a hybrid deep network with transferred filtering and structural prior.
Neurocomputing, 2020

Two-stage MUSIC with reduced spectrum search for spherical arrays.
Digit. Signal Process., 2020

The Impacts of Freight Trade on Carbon Emission Efficiency: Evidence from the Countries along the "Belt and Road".
Complex., 2020

Inferring subgroup-specific driver genes from heterogeneous cancer samples via subspace learning with subgroup indication.
Bioinform., 2020

One-Dimensional MUSIC-Type Algorithm for Spherical Microphone Arrays.
IEEE Access, 2020

2019
Robotic Arm Based Automatic Ultrasound Scanning for Three-Dimensional Imaging.
IEEE Trans. Ind. Informatics, 2019

Bi-Phase Evolutionary Searching for Biclusters in Gene Expression Data.
IEEE Trans. Evol. Comput., 2019

Spatiotemporal interest point detector exploiting appearance and motion-variation information.
J. Electronic Imaging, 2019

Evolutionary optimized fuzzy reasoning with mined diagnostic patterns for classification of breast tumors in ultrasound.
Inf. Sci., 2019

Deep smoke segmentation.
Neurocomputing, 2019

Co-occurrence matching of local binary patterns for improving visual adaption and its application to smoke recognition.
IET Comput. Vis., 2019

Robust multi-view representation for spatial-spectral domain in application of hyperspectral image classification.
IET Comput. Vis., 2019

Seismicity Pattern Changes Prior to the 2008 Ms7.3 Yutian Earthquake.
Entropy, 2019

Determination of Temporal Stock Investment Styles via Biclustering Trading Patterns.
Cogn. Comput., 2019

Automatic ultrasound scanning system based on robotic arm.
Sci. China Inf. Sci., 2019

Remote control of a robotic prosthesis arm with six-degree-of-freedom for ultrasonic scanning and three-dimensional imaging.
Biomed. Signal Process. Control., 2019

Efficient Representation of Head-Related Transfer Functions With Combination of Spherical Harmonics and Spherical Wavelets.
IEEE Access, 2019

Semi-supervised Multi-view Individual and Sharable Feature Learning for Webpage Classification.
Proceedings of the World Wide Web Conference, 2019

Detecting Vertebra Landmarks From Ultrasound Image Using Single Shot MultiBox Detector.
Proceedings of the 6th International Conference on Systems and Informatics, 2019

Learning Shape-Motion Representations from Geometric Algebra Spatio-Temporal Model for Skeleton-Based Action Recognition.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

A Three-Dimensional Quasi-static Ultrasound Strain Imaging System Using A 6-DoF Robotic Arm.
Proceedings of the 4th IEEE International Conference on Advanced Robotics and Mechatronics, 2019

Classification of liver tumors with CEUS based on 3D-CNN.
Proceedings of the 4th IEEE International Conference on Advanced Robotics and Mechatronics, 2019

Bi-Phase evolutionary biclustering algorithm with the NSGA-II algorithm.
Proceedings of the 4th IEEE International Conference on Advanced Robotics and Mechatronics, 2019

2018
A new breast tumor ultrasonography CAD system based on decision tree and BI-RADS features.
World Wide Web, 2018

Discovery of trading points based on Bayesian modeling of trading rules.
World Wide Web, 2018

2.5-D Extended Field-of-View Ultrasound.
IEEE Trans. Medical Imaging, 2018

A Feedback-Based Robust Video Stabilization Method for Traffic Videos.
IEEE Trans. Circuits Syst. Video Technol., 2018

Fully Automatic Three-Dimensional Ultrasound Imaging Based on Conventional B-Scan.
IEEE Trans. Biomed. Circuits Syst., 2018

Two-Step Spherical Harmonics ESPRIT-Type Algorithms and Performance Analysis.
IEEE ACM Trans. Audio Speech Lang. Process., 2018

Performance analysis of Low-complexity MVDR beamformer in spherical harmonics domain.
Signal Process., 2018

Extreme-constrained spatial-spectral corner detector for image-level hyperspectral image classification.
Pattern Recognit. Lett., 2018

Gaussian filter for TDOA based sound source localization in multimedia surveillance.
Multim. Tools Appl., 2018

Few-shot decision tree for diagnosis of ultrasound breast tumor using BI-RADS features.
Multim. Tools Appl., 2018

2-D DOA tracking using variational sparse Bayesian learning embedded with Kalman filter.
EURASIP J. Adv. Signal Process., 2018

A case-oriented web-based training system for breast cancer diagnosis.
Comput. Methods Programs Biomed., 2018

Real-time freehand 3D ultrasound imaging.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2018

Two-stage local constrained sparse coding for fine-grained visual categorization.
Sci. China Inf. Sci., 2018

Improving Decoupled Spherical Harmonics ESPRIT Using Structured Least Squares.
IEEE Access, 2018

A Superpixel-Classification-Based Method for Breast Ultrasound Images.
Proceedings of the 5th International Conference on Systems and Informatics, 2018

The Application of Fuzzy Reasoning and Biclustering in Ultrasound Breast Tumor Classification.
Proceedings of the 3rd International Conference on Advanced Robotics and Mechatronics, 2018

2017
Two-Stage Decoupled DOA Estimation Based on Real Spherical Harmonics for Spherical Arrays.
IEEE ACM Trans. Audio Speech Lang. Process., 2017

Unitary transformations for spherical harmonics MUSIC.
Signal Process., 2017

Off-grid DOA estimation in real spherical harmonics domain using sparse Bayesian inference.
Signal Process., 2017

Breast ultrasound image segmentation: a survey.
Int. J. Comput. Assist. Radiol. Surg., 2017

Nonlocal total variation based on symmetric Kullback-Leibler divergence for the ultrasound image despeckling.
BMC Medical Imaging, 2017

Survey of Spatio-Temporal Interest Point Detection Algorithms in Video.
IEEE Access, 2017

Ultrasound elastography based on the normalized cross-correlation and the PSO algorithm.
Proceedings of the 4th International Conference on Systems and Informatics, 2017

A novel method for ultrasound elastography using the mutual information and the phase information.
Proceedings of the 4th International Conference on Systems and Informatics, 2017

CT to ultrasound registration for non-invasive kinematic analysis of knee joints.
Proceedings of the 4th International Conference on Systems and Informatics, 2017

Anomaly detection of Logo images in the mobile phone using convolutional autoencoder.
Proceedings of the 4th International Conference on Systems and Informatics, 2017

Automatic Classification of Focal Liver Lesion in Ultrasound Images Based on Sparse Representation.
Proceedings of the Image and Graphics - 9th International Conference, 2017

A new framework of target detection in hyperspectral images.
Proceedings of the 2nd International Conference on Advanced Robotics and Mechatronics, 2017

The pseudo-label scheme in breast tumor classification based on BI-RADS features.
Proceedings of the 10th International Congress on Image and Signal Processing, 2017

The application of BI-RADS feature in the ultrasound breast tumor CAD system.
Proceedings of the 10th International Congress on Image and Signal Processing, 2017

A Bayesian-adaboost model for stock trading rule discovery.
Proceedings of the 10th International Congress on Image and Signal Processing, 2017

Web-based training for radiologists of breast ultrasound.
Proceedings of the 10th International Congress on Image and Signal Processing, 2017

2016
Development of a Wireless and Near Real-Time 3D Ultrasound Strain Imaging System.
IEEE Trans. Biomed. Circuits Syst., 2016

Real-valued DOA estimation for spherical arrays using sparse Bayesian learning.
Signal Process., 2016

Fuzzy bag of words for social image description.
Multim. Tools Appl., 2016

Traffic anomaly detection based on image descriptor in videos.
Multim. Tools Appl., 2016

Segmentation and recognition of multi-model photo event.
Neurocomputing, 2016

Synthesized computational aesthetic evaluation of photos.
Neurocomputing, 2016

Wireless and sensorless 3D ultrasound imaging.
Neurocomputing, 2016

Real-valued MVDR beamforming using spherical arrays with frequency invariant characteristic.
Digit. Signal Process., 2016

Automated trading based on biclustering mining and fuzzy modeling.
Proceedings of the 2016 International Conference on Advanced Robotics and Mechatronics, 2016

A Kinect-based automatic ultrasound scanning system.
Proceedings of the 2016 International Conference on Advanced Robotics and Mechatronics, 2016

An approach based on biclustering and neural network for classification of lesions in breast ultrasound.
Proceedings of the 2016 International Conference on Advanced Robotics and Mechatronics, 2016

A Novel Graph-Based Segmentation Method for Breast Ultrasound Images.
Proceedings of the 2016 International Conference on Digital Image Computing: Techniques and Applications, 2016

Classification of breast tumors in ultrasound using biclustering mining and neural network.
Proceedings of the 9th International Congress on Image and Signal Processing, 2016

2015
Bezier Interpolation for 3-D Freehand Ultrasound.
IEEE Trans. Hum. Mach. Syst., 2015

Biclustering Learning of Trading Rules.
IEEE Trans. Cybern., 2015

A Robust Gradient-Based Algorithm to Correct Bias Fields of Brain MR Images.
IEEE Trans. Auton. Ment. Dev., 2015

A novel visual codebook model based on fuzzy geometry for large-scale image classification.
Pattern Recognit., 2015

Dynamic credit scoring using B & B with incremental-SVM-ensemble.
Kybernetes, 2015

Automatic segmentation of breast lesions for interaction in ultrasonic computer-aided diagnosis.
Inf. Sci., 2015

Sparse kernel entropy component analysis for dimensionality reduction of biomedical data.
Neurocomputing, 2015

Graph-based learning for segmentation of 3D ultrasound images.
Neurocomputing, 2015

3D reconstruction of human enamel Ex vivo using high frequency ultrasound.
Proceedings of the 8th International Conference on Biomedical Engineering and Informatics, 2015

2014
Personalized Video Recommendation through Graph Propagation.
ACM Trans. Multim. Comput. Commun. Appl., 2014

Predicting financial distress and corporate failure: A review from the state-of-the-art definitions, modeling, sampling, and featuring approaches.
Knowl. Based Syst., 2014

GA-SIFT: A new scale invariant feature transform for multispectral image using geometric algebra.
Inf. Sci., 2014

Optimized graph-based segmentation for ultrasound images.
Neurocomputing, 2014

Image esthetic assessment using both hand-crafting and semantic features.
Neurocomputing, 2014

Acoustic source localization in mixed field using spherical microphone arrays.
EURASIP J. Adv. Signal Process., 2014

Modeling individual HRTF tensor using high-order partial least squares.
EURASIP J. Adv. Signal Process., 2014

Barker coded excitation with linear frequency modulated carrier for ultrasonic imaging.
Biomed. Signal Process. Control., 2014

A Computer-Aided System for Classification of Breast Tumors in Ultrasound Images via Biclustering Learning.
Proceedings of the Machine Learning and Cybernetics, 2014

A multi-objectively-optimized graph-based segmentation method for breast ultrasound image.
Proceedings of the 7th International Conference on Biomedical Engineering and Informatics, 2014

A Kinect-based scan path planning method for ultrasound imaging.
Proceedings of the 7th International Conference on Biomedical Engineering and Informatics, 2014

2013
Linear Tracking for 3-D Medical Ultrasound Imaging.
IEEE Trans. Cybern., 2013

LAVES: an instant mobile video search system based on layered audio-video indexing.
Proceedings of the ACM Multimedia Conference, 2013

HRTF personalization modeling based on RBF neural network.
Proceedings of the IEEE International Conference on Acoustics, 2013

Local spectral feature extraction and compaction for HRTFs by nonnegative tensor factorization.
Proceedings of the 2013 IEEE China Summit and International Conference on Signal and Information Processing, 2013

Sparsity-based higher order ambisonics reproduction via LASSO.
Proceedings of the 2013 IEEE China Summit and International Conference on Signal and Information Processing, 2013

2012
Parallelized Evolutionary Learning for Detection of Biclusters in Gene Expression Data.
IEEE ACM Trans. Comput. Biol. Bioinform., 2012

Integrated MAP detector with statistical channel information for vector OFDM systems.
Proceedings of the International Conference on Wireless Communications and Signal Processing, 2012

Personalized video recommendation through tripartite graph propagation.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

2011
Exploiting Local Coherent Patterns for Unsupervised Feature Ranking.
IEEE Trans. Syst. Man Cybern. Part B, 2011

A game theoretic approach for power allocation with QoS constraints in wireless multimedia sensor networks.
Multim. Tools Appl., 2011

Single-channel speech separation based on long-short frame associated harmonic model.
Digit. Signal Process., 2011

Discovery of time-inconsecutive co-movement patterns of foreign currencies using an evolutionary biclustering method.
Appl. Math. Comput., 2011

A Biclustering Technique for Mining Trading Rules in Stock Markets.
Proceedings of the Applied Informatics and Communication - International Conference, 2011

A fast method for panoramic ultrasound imaging.
Proceedings of the 4th International Conference on Biomedical Engineering and Informatics, 2011

Parallelism of Extended-Field-of-View Sonography based on Scale Invariant Feature Transform.
Proceedings of the 4th International Conference on Biomedical Engineering and Informatics, 2011

2010
Internet Economics and Electronic Commerce Paradigm Revolution.
Proceedings of the International Conference on E-Business and E-Government, 2010

2009
A Hand-Held Indentation System for the Assessment of Mechanical Properties of Soft Tissues In Vivo.
IEEE Trans. Instrum. Meas., 2009

A new adaptive interpolation algorithm for 3D ultrasound imaging with speckle reduction and edge preservation.
Comput. Medical Imaging Graph., 2009

An Unsupervised Feature Ranking Scheme by Discovering Biclusters.
Proceedings of the IEEE International Conference on Systems, 2009

Single Channel Music Source Separation based on Harmonic Structure Estimation.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009

A novel feature extraction method using Pyramid Histogram of Orientation Gradients for smile recognition.
Proceedings of the International Conference on Image Processing, 2009

A reduced order model of head-related impulse responses based on independent spatial feature extraction.
Proceedings of the IEEE International Conference on Acoustics, 2009

AR-Based Bayesian Speech Enhancement for Nonstationary Environments.
Proceedings of the Second International Joint Conference on Computational Sciences and Optimization, 2009

Multi-Evaluation of the Healing at Bone-Tendon Junction with the Treatment of Mechanical Stimulation.
Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, 2009

2008
Continuous Monitoring of Sonomyography, Electromyography and Torque Generated by Normal Upper Arm Muscles During Isometric Contraction: Sonomyography Assessment for Arm Muscles.
IEEE Trans. Biomed. Eng., 2008

Bayesian nonstationary source separation.
Neurocomputing, 2008

Temporally correlated source separation based on variational Kalman smoother.
Digit. Signal Process., 2008

Mining functional biclusters of DNA microarray gene expression data.
Proceedings of the IEEE International Conference on Systems, 2008

An evolutionary algorithm for discovering biclusters in gene expression data of breast cancer.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2007
A Novel Method to Obtain Modulus Image of Soft Tissues Using Ultrasound Water Jet Indentation: A Phantom Study.
IEEE Trans. Biomed. Eng., 2007

Variational Bayesian learning for speech modeling and enhancement.
Signal Process., 2007

Variational Bayesian method for speech enhancement.
Neurocomputing, 2007

Temporally correlated source separation using variational Bayesian learning approach.
Digit. Signal Process., 2007

The Internet Databases of the World Data Center for Geophysics, Beijing.
Data Sci. J., 2007

Data-Sharing Work of the World Data Center for Geophysics, Beijing.
Data Sci. J., 2007

2006
Variational Bayesian Method for Temporally Correlated Source Separation.
Proceedings of the Neural Information Processing, 13th International Conference, 2006

Preliminary Study of Skeletal Muscle with Multi-signals during Isometric Contraction.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006


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