Huazhong Shu
Orcid: 0000-0002-3833-7915
According to our database1,
Huazhong Shu
authored at least 237 papers
between 2000 and 2025.
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Bibliography
2025
WS-BiLSTM-MA: Wavelet Scattering-Based BiLSTM With Mixed Attention Block for MDD Recognition Using Multichannel EEG Signals.
IEEE Trans. Instrum. Meas., 2025
SDCNN: Self-Supervised Disentangled Convolutional Neural Network for Low-Dose CT Denoising.
IEEE Trans. Instrum. Meas., 2025
Beyond strong labels: Weakly-supervised learning based on Gaussian pseudo labels for the segmentation of ellipse-like vascular structures in non-contrast CTs.
Medical Image Anal., 2025
2024
IEEE J. Biomed. Health Informatics, October, 2024
Improving End-to-End Sign Language Translation With Adaptive Video Representation Enhanced Transformer.
IEEE Trans. Circuits Syst. Video Technol., September, 2024
Multim. Syst., June, 2024
Int. J. Comput. Vis., February, 2024
Edge Protection and Global Attention Mechanism Densely Connected Convolutional Network for LDCT Denoising.
Circuits Syst. Signal Process., February, 2024
Electrophysiological brain imaging based on simulation-driven deep learning in the context of epilepsy.
NeuroImage, January, 2024
IEEE Signal Process. Lett., 2024
High-Dimensional MVAR Model Identification Based on Structured Sparsity Penalization.
IEEE Signal Process. Lett., 2024
CSLNSpeech: Solving the extended speech separation problem with the help of Chinese sign language.
Speech Commun., 2024
Beyond Strong labels: Weakly-supervised Learning Based on Gaussian Pseudo Labels for The Segmentation of Ellipse-like Vascular Structures in Non-contrast CTs.
CoRR, 2024
MGSN: Depression EEG lightweight detection based on multiscale DGCN and SNN for multichannel topology.
Biomed. Signal Process. Control., 2024
Quaternion-based 2D-DOST and stacked principal component analysis network for multimodal face recognition.
Appl. Soft Comput., 2024
FST-Net: Facial Soft Tissue Landmark Localization on 3dMD Scans Using Feature Fusion and Local Coordinate Regression.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Proceedings of the 32nd European Signal Processing Conference, 2024
Proceedings of the Computer Vision - ECCV 2024, 2024
Multiscale Low-Frequency Memory Network for Improved Feature Extraction in Convolutional Neural Networks.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
J. Digit. Imaging, August, 2023
BPAT-UNet: Boundary preserving assembled transformer UNet for ultrasound thyroid nodule segmentation.
Comput. Methods Programs Biomed., August, 2023
Speech Commun., April, 2023
3DSRNet: 3-D Spine Reconstruction Network Using 2-D Orthogonal X-Ray Images Based on Deep Learning.
IEEE Trans. Instrum. Meas., 2023
Network combining edge features and pyramid structure for low-dose computed tomography denoising.
J. Electronic Imaging, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
2022
MVSGAN: Spatial-Aware Multi-View CMR Fusion for Accurate 3D Left Ventricular Myocardium Segmentation.
IEEE J. Biomed. Health Informatics, 2022
Landmark Localization for Cephalometric Analysis Using Multiscale Image Patch-Based Graph Convolutional Networks.
IEEE J. Biomed. Health Informatics, 2022
Few-Shot Learning for Deformable Medical Image Registration With Perception-Correspondence Decoupling and Reverse Teaching.
IEEE J. Biomed. Health Informatics, 2022
IEEE Trans. Image Process., 2022
IEEE Trans. Affect. Comput., 2022
Projection network with Spatio-temporal information: 2D + time DSA to 2D aorta segmentation.
Multim. Tools Appl., 2022
Convolutional modulation theory: A bridge between convolutional neural networks and signal modulation theory.
Neurocomputing, 2022
Epileptic Seizure Prediction Using Deep Neural Networks Via Transfer Learning and Multi-Feature Fusion.
Int. J. Neural Syst., 2022
Investigation of two neural mass models for DCM-based effective connectivity inference in temporal epilepsy.
Comput. Methods Programs Biomed., 2022
XMorpher: Full Transformer for Deformable Medical Image Registration via Cross Attention.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
GCN2CAPS: Graph Convolutional Network to Capsule Network For Wide-Field Robust Graph Learning.
Proceedings of the 26th International Conference on Pattern Recognition, 2022
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
2021
Examinee-Examiner Network: Weakly Supervised Accurate Coronary Lumen Segmentation Using Centerline Constraint.
IEEE Trans. Image Process., 2021
Medical Image Anal., 2021
GSCFN: A graph self-construction and fusion network for semi-supervised brain tissue segmentation in MRI.
Neurocomputing, 2021
Frontiers Neurorobotics, 2021
Comput. Methods Programs Biomed., 2021
BMC Medical Imaging, 2021
EnMcGAN: Adversarial Ensemble Learning for 3D Complete Renal Structures Segmentation.
Proceedings of the Information Processing in Medical Imaging, 2021
Thin Semantics Enhancement via High-Frequency Priori Rule for Thin Structures Segmentation.
Proceedings of the IEEE International Conference on Data Mining, 2021
A New Tubular Structure Tracking Algorithm Based On Curvature-Penalized Perceptual Grouping.
Proceedings of the IEEE International Conference on Acoustics, 2021
2020
HIFUNet: Multi-Class Segmentation of Uterine Regions From MR Images Using Global Convolutional Networks for HIFU Surgery Planning.
IEEE Trans. Medical Imaging, 2020
Pattern Recognit., 2020
Multim. Tools Appl., 2020
On the identification of the blood vessel confounding effect in intravoxel incoherent motion (IVIM) Diffusion-Weighted (DW)-MRI in liver: An efficient sparsity based algorithm.
Medical Image Anal., 2020
Dense biased networks with deep priori anatomy and hard region adaptation: Semi-supervised learning for fine renal artery segmentation.
Medical Image Anal., 2020
An exact line search scheme to accelerate the EM algorithm: Application to Gaussian mixture models identification.
J. Comput. Sci., 2020
Neurocomputing, 2020
CoRR, 2020
CoRR, 2020
CoRR, 2020
Fast and accurate segmentation method of active shape model with Rayleigh mixture model clustering for prostate ultrasound images.
Comput. Methods Programs Biomed., 2020
Weakly-supervised convolutional neural networks of renal tumor segmentation in abdominal CTA images.
BMC Medical Imaging, 2020
Artif. Intell. Medicine, 2020
Automatic Extraction of Blur Regions on a Single Image Based on Semantic Segmentation.
IEEE Access, 2020
Deep Complementary Joint Model for Complex Scene Registration and Few-Shot Segmentation on Medical Images.
Proceedings of the Computer Vision - ECCV 2020, 2020
2019
IEEE Trans. Medical Imaging, 2019
IEEE Trans. Biomed. Eng., 2019
Multim. Tools Appl., 2019
Nonrigid Medical Image Registration Using an Information Theoretic Measure Based on Arimoto Entropy with Gradient Distributions.
Entropy, 2019
Compressing complex convolutional neural network based on an improved deep compression algorithm.
CoRR, 2019
DPA-DenseBiasNet: Semi-supervised 3D Fine Renal Artery Segmentation with Dense Biased Network and Deep Priori Anatomy.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Vessel Extraction Using Crossing-Adaptive Minimal Path Model With Anisotropic Enhancement And Curvature Constraint.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
A Multi-Task Convolutional Neural Network for Renal Tumor Segmentation and Classification Using Multi-Phasic CT Images.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Unsupervised Three-Dimensional Image Registration Using a Cycle Convolutional Neural Network.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Proceedings of the Seventh International Conference on Advanced Cloud and Big Data, 2019
Proceedings of the Seventh International Conference on Advanced Cloud and Big Data, 2019
2018
IEEE Trans. Circuits Syst. Video Technol., 2018
IEEE Trans. Circuits Syst. Video Technol., 2018
Pattern Anal. Appl., 2018
Double-image cryptosystem using chaotic map and mixture amplitude-phase retrieval in gyrator domain.
Multim. Tools Appl., 2018
J. Electronic Imaging, 2018
Int. J. Biomed. Imaging, 2018
Application of optimization model with piecewise penalty to intensity-modulated radiation therapy.
Future Gener. Comput. Syst., 2018
Fast Gray Code Kernel Algorithm for the Sliding Conjugate Symmetric Sequency-Ordered Complex Hadamard Transform.
IEEE Access, 2018
Phase-Constrained Parallel Magnetic Resonance Imaging Reconstruction Based on Low-Rank Matrix Completion.
IEEE Access, 2018
Proceedings of the Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges, 2018
Automatic Segmentation of Kidney and Renal Tumor in CT Images Based on 3D Fully Convolutional Neural Network with Pyramid Pooling Module.
Proceedings of the 24th International Conference on Pattern Recognition, 2018
Proceedings of the Latent Variable Analysis and Signal Separation, 2018
All-in-one approach for constrained all-voxel tri-exponential IVIM model identification: Application to Diffusion-Weighted MR Imaging in the Liver.
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018
2017
IEEE Trans. Signal Process., 2017
Discriminative Feature Representation to Improve Projection Data Inconsistency for Low Dose CT Imaging.
IEEE Trans. Medical Imaging, 2017
Computed Tomography Image Origin Identification Based on Original Sensor Pattern Noise and 3-D Image Reconstruction Algorithm Footprints.
IEEE J. Biomed. Health Informatics, 2017
Robust hashing for image authentication using SIFT feature and quaternion Zernike moments.
Multim. Tools Appl., 2017
Fast segmentation of ultrasound images by incorporating spatial information into Rayleigh mixture model.
IET Image Process., 2017
Edge-preserving denoising for intra-operative cone beam CT in endovascular aneurysm repair.
Comput. Medical Imaging Graph., 2017
A local adjustment strategy for the initialization of dynamic causal modelling to infer effective connectivity in brain epileptic structures.
Comput. Biol. Medicine, 2017
IEEE Access, 2017
IEEE Access, 2017
Extended PCJO for the Detection-Localization of Hypersignals and Hyposignals in CT Images.
IEEE Access, 2017
Automatic Whole Heart Segmentation in CT Images Based on Multi-atlas Image Registration.
Proceedings of the Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS Challenges, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Proceedings of the Cloud Computing and Security - Third International Conference, 2017
Proceedings of the 25th European Signal Processing Conference, 2017
Efficient sparsity-based algorithm for parameter estimation of the tri-exponential intra voxel incoherent motion (IVIM) model: Application to diffusion-weighted MR imaging in the liver.
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017
2016
IEEE Trans. Image Process., 2016
Multiscale contrast similarity deviation: An effective and efficient index for perceptual image quality assessment.
Signal Process. Image Commun., 2016
Robust watermarking scheme for color image based on quaternion-type moment invariants and visual cryptography.
Signal Process. Image Commun., 2016
Neurocomputing, 2016
Heart Rate Variability and Respiration Signal as Diagnostic Tools for Late Onset Sepsis in Neonatal Intensive Care Units.
CoRR, 2016
Calcified coronary plaques detection in CTA based-on automatic scale selection and fuzzy C means.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2016
2015
Fast Computation of Sliding Discrete Tchebichef Moments and Its Application in Duplicated Regions Detection.
IEEE Trans. Signal Process., 2015
Contribution to Transfer Entropy Estimation via the <i>k</i>-Nearest-Neighbors Approach.
Entropy, 2015
Robust hashing for image authentication using quaternion discrete Fourier transform and log-polar transform.
Digit. Signal Process., 2015
CoRR, 2015
Error Gradient-based Variable-Lp Norm Constraint LMS Algorithm for Sparse System Identification.
CoRR, 2015
Comput. Math. Methods Medicine, 2015
Color image watermarking based on quaternion Fourier transform and improved uniform log-polar mapping.
Comput. Electr. Eng., 2015
Comput. Biol. Medicine, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Computed tomography image source identification by discriminating CT-scanner image reconstruction process.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
IEEE Trans. Medical Imaging, 2014
IEEE Trans. Image Process., 2014
Quaternion Bessel-Fourier moments and their invariant descriptors for object reconstruction and recognition.
Pattern Recognit., 2014
Legendre moment invariants to blur and affine transformation and their use in image recognition.
Pattern Anal. Appl., 2014
Int. J. Comput. Math., 2014
Removing Gaussian noise for colour images by quaternion representation and optimisation of weights in non-local means filter.
IET Image Process., 2014
Canonical polyadic decomposition of 3rd order semi-nonnegative semi-symmetric tensors using LU and QR matrix factorizations.
EURASIP J. Adv. Signal Process., 2014
Digit. Signal Process., 2014
CoRR, 2014
Performance evaluation of wavelet scattering network in image texture classification in various color spaces.
CoRR, 2014
Comput. Methods Programs Biomed., 2014
Fast Low-Dose CT Image Processing Using Improved Parallelized Nonlocal Means Filtering.
Proceedings of the 2014 International Conference on Medical Biometrics, Shenzhen, Guangdong, China, May 30, 2014
Automatic left ventricle segmentation based on multiatlas registration in 4D CT images.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Proceedings of the IEEE 8th Sensor Array and Multichannel Signal Processing Workshop, 2014
CP decomposition of semi-nonnegative semi-symmetric tensors based on QR matrix factorization.
Proceedings of the IEEE 8th Sensor Array and Multichannel Signal Processing Workshop, 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Identification of digital radiography image source based on digital radiography pattern noise recognition.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Proceedings of the 7th International Conference on Biomedical Engineering and Informatics, 2014
2013
A Watermarking-Based Medical Image Integrity Control System and an Image Moment Signature for Tampering Characterization.
IEEE J. Biomed. Health Informatics, 2013
A New Strategy for Model Order Identification and Its Application to Transfer Entropy for EEG Signals Analysis.
IEEE Trans. Biomed. Eng., 2013
IEEE Signal Process. Lett., 2013
Signal Process., 2013
Proceedings of the IEEE International Conference on Image Processing, 2013
Proceedings of the 21st European Signal Processing Conference, 2013
Exploring neural directed interactions with transfer entropy based on an adaptive kernel density estimator.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Proceedings of the 6th International Conference on Biomedical Engineering and Informatics, 2013
Coronary vessel extraction method using an improved minimum path based region growing.
Proceedings of the 6th International Conference on Biomedical Engineering and Informatics, 2013
2012
IEEE Trans. Inf. Technol. Biomed., 2012
Sliding Conjugate Symmetric Sequency-Ordered Complex Hadamard Transform: Fast Algorithm and Applications.
IEEE Trans. Circuits Syst. I Regul. Pap., 2012
IEEE Signal Process. Lett., 2012
Quaternion Zernike moments and their invariants for color image analysis and object recognition.
Signal Process., 2012
Pseudo-Zernike Moment Invariants to Blur Degradation and Their Use in Image Recognition.
Proceedings of the Intelligent Science and Intelligent Data Engineering, 2012
Partial mutual information for simple model order determination in multivariate EEG signals and its application to transfer entropy.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Simulation environment of X-ray rotational angiography using 3D+t coronary tree model.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
Affine Legendre Moment Invariants for Image Watermarking Robust to Geometric Distortions.
IEEE Trans. Image Process., 2011
Combined Invariants to Similarity Transformation and to Blur Using Orthogonal Zernike Moments.
IEEE Trans. Image Process., 2011
IEEE Signal Process. Lett., 2011
Int. J. Pattern Recognit. Artif. Intell., 2011
Medical image integrity control and forensics based on watermarking - Approximating local modifications and identifying global image alterations.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Contribution in analyzing directional propagation flow in EEG recordings investigating entropic methods and realistic physiological models.
Proceedings of the 4th International Conference on Biomedical Engineering and Informatics, 2011
2010
Fast algorithms for the computation of sliding sequency-ordered complex hadamard transform.
IEEE Trans. Signal Process., 2010
IEEE Trans. Image Process., 2010
IEEE Trans. Image Process., 2010
IEEE Trans. Circuits Syst. I Regul. Pap., 2010
Reconstruction of tomographic images from limited range projections using discrete Radon transform and Tchebichef moments.
Pattern Recognit., 2010
Construction of a complete set of orthogonal Fourier-Mellin moment invariants for pattern recognition applications.
Image Vis. Comput., 2010
Numerical solutions of two-dimensional Burgers' equations by discrete Adomian decomposition method.
Comput. Math. Appl., 2010
Numerical solutions of partial differential equations by discrete homotopy analysis method.
Appl. Math. Comput., 2010
Proceedings of the Visual Communications and Image Processing 2010, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the International Conference on Image Processing, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
Sliding conjugate symmetric sequency-ordered complex hadamard transform: Fast algorithm and applications.
Proceedings of the 18th European Signal Processing Conference, 2010
2009
IEEE Trans. Circuits Syst. I Regul. Pap., 2009
New Fast Algorithm for Modulated Complex Lapped Transform With Sine Windowing Function.
IEEE Signal Process. Lett., 2009
A genetic algorithm with chromosome-repairing for min - # and min - epsilon polygonal approximation of digital curves.
J. Vis. Commun. Image Represent., 2009
Proceedings of the 16th International Conference on Digital Signal Processing, 2009
2008
IEEE Trans. Circuits Syst. II Express Briefs, 2008
Signal Process., 2008
Signal Process., 2008
Neurocomputing, 2008
A Mutation-Particle Swarm Algorithm for Error-Bounded Polygonal Approximation of Digital Curves.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues, 2008
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008
2007
IEEE Signal Process. Lett., 2007
IEEE Signal Process. Lett., 2007
Pattern Recognit. Lett., 2007
Pattern Recognit., 2007
Conditional entropy maximization for PET image reconstruction using adaptive mesh model.
Comput. Medical Imaging Graph., 2007
A generalized diffusion based inter-iteration nonlinear bilateral filtering scheme for PET image reconstruction.
Comput. Medical Imaging Graph., 2007
Optimization of intravascular brachytherapy treatment planning in peripheral arteries.
Comput. Medical Imaging Graph., 2007
Bayesian algorithms for PET image reconstruction with mean curvature and Gauss curvature diffusion regularizations.
Comput. Biol. Medicine, 2007
2006
Image reconstruction for positron emission tomography using fuzzy nonlinear anisotropic diffusion penalty.
Medical Biol. Eng. Comput., 2006
A novel weighted least squares PET image reconstruction method using adaptive variable index sets.
Digit. Signal Process., 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
2005
Proceedings of the Image Analysis and Recognition, Second International Conference, 2005
A Edge-Preserving Minimum Cross-Entropy Algorithm for Pet Image Reconstruction Using Multiphase Level Set Method.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
2004
Proceedings of the Computational and Information Science, First International Symposium, 2004
Proceedings of the 17th IEEE Symposium on Computer-Based Medical Systems (CBMS 2004), 2004
2003
String matching techniques for high-level primitive formation in 2-d vascular imaging.
IEEE Trans. Inf. Technol. Biomed., 2003
Proceedings of the 11-th International Conference in Central Europe on Computer Graphics, 2003
Two new algorithms for fast computation of Legendre moments.
Proceedings of the Visual Communications and Image Processing 2003, 2003
Proceedings of the Medical Imaging 2003: Visualization, 2003
2002
Pattern Recognit., 2002
Pattern Recognit., 2002
Planning of intravascular brachytherapy based on virtual exploratory navigation in x-ray CT images.
Proceedings of the Medical Imaging 2002: Visualization, 2002
2001
2000