Jimin Liang

Orcid: 0000-0003-1428-5804

According to our database1, Jimin Liang authored at least 96 papers between 2004 and 2024.

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Bibliography

2024
Contrastive Disentanglement for Quantitative Ultrasound Muscle Atrophy Evaluation.
IEEE Trans. Biomed. Eng., August, 2024

Positive-unlabeled learning for coronary artery segmentation in CCTA images.
Biomed. Signal Process. Control., January, 2024

Characterising Eye Movement Events With Multi-Scale Spatio-Temporal Awareness.
IEEE Signal Process. Lett., 2024

Multimodal contrastive learning for brain-machine fusion: From brain-in-the-loop modeling to brain-out-of-the-loop application.
Inf. Fusion, 2024

RSTeller: Scaling Up Visual Language Modeling in Remote Sensing with Rich Linguistic Semantics from Openly Available Data and Large Language Models.
CoRR, 2024

DERE-Net: A dual-encoder residual enhanced U-Net for muscle fiber segmentation of H&E images.
Biomed. Signal Process. Control., 2024

Angular Super-Resolution Algorithm for Millimeter-Wave Automotive Radar Based on Virtual Array Augmentation.
Proceedings of the IGARSS 2024, 2024

2023
MF-Net: Automated Muscle Fiber Segmentation From Immunofluorescence Images Using a Local-Global Feature Fusion Network.
J. Digit. Imaging, December, 2023

NPENAS: Neural Predictor Guided Evolution for Neural Architecture Search.
IEEE Trans. Neural Networks Learn. Syst., November, 2023

RTV-SIFT: Harnessing Structure Information for Robust Optical and SAR Image Registration.
Remote. Sens., September, 2023

High-Resolution Swin Transformer for Automatic Medical Image Segmentation.
Sensors, April, 2023

KeyShip: Towards High-Precision Oriented SAR Ship Detection Using Key Points.
Remote. Sens., April, 2023

Towards better utilization of pseudo labels for weakly supervised temporal action localization.
Inf. Sci., April, 2023

Video representation learning for temporal action detection using global-local attention.
Pattern Recognit., 2023

Self Supervised Temporal Ultrasound Reconstruction for Muscle Atrophy Evaluation.
Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

WheelNet: Weakly-Supervised Multi-Contrastive Learning for Predicting Vulnerable Coronary Atherosclerosis Plaques from Coronary Computed Tomography Angiography.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022
Muscle Atrophy Evaluation via Radiomics Analysis Using Ultrasound Images: A Cohort Data Study.
IEEE Trans. Biomed. Eng., 2022

Discriminative Context-Aware Network for Target Extraction in Remote Sensing Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Macaque neuron instance segmentation only with point annotations based on multiscale fully convolutional regression neural network.
Neural Comput. Appl., 2022

Poleward-Motion Aware Network for Poleward Moving Auroral Forms Recognition.
IEEE Geosci. Remote. Sens. Lett., 2022

Automated segmentation of the gastrocnemius and soleus in shank ultrasound images through deep residual neural network.
Biomed. Signal Process. Control., 2022

2021
Unsupervised automatic classification of all-sky auroral images using deep clustering technology.
Earth Sci. Informatics, 2021

Self-Supervised Representation Learning for Evolutionary Neural Architecture Search.
IEEE Comput. Intell. Mag., 2021

2020
Accelerated Stimulated Raman Projection Tomography by Sparse Reconstruction From Sparse-View Data.
IEEE Trans. Biomed. Eng., 2020

Removal of random-valued impulse noise from Cerenkov luminescence images.
Medical Biol. Eng. Comput., 2020

Low-dimensional Manifold Constrained Disentanglement Network for Metal Artifact Reduction.
CoRR, 2020

NPENAS: Neural Predictor Guided Evolution for Neural Architecture Search.
CoRR, 2020

Automated Detection Of Highly Aggregated Neurons In Microscopic Images Of Macaque Brain.
Proceedings of the IEEE International Conference on Image Processing, 2020

GATCluster: Self-supervised Gaussian-Attention Network for Image Clustering.
Proceedings of the Computer Vision - ECCV 2020, 2020

2019
Intravenous Administration-Oriented Pharmacokinetic Model for Dynamic Bioluminescence Imaging.
IEEE Trans. Biomed. Eng., 2019

An automatic multi-class coronary atherosclerosis plaque detection and classification framework.
Medical Biol. Eng. Comput., 2019

Instance Segmentation of Auroral Images for Automatic Computation of Arc Width.
IEEE Geosci. Remote. Sens. Lett., 2019

AFO-TAD: Anchor-free One-Stage Detector for Temporal Action Detection.
CoRR, 2019

Accurate Segmentation of Heart Volume in CTA With Landmark-Based Registration and Fully Convolutional Network.
IEEE Access, 2019

Feasibility Study of Limited-Angle Reconstruction for in Vivo Optical Projection Tomography Based on Novel Sample Fixation.
IEEE Access, 2019

Poleward Moving Aurora Recognition with Deep Convolutional Networks.
Proceedings of the Pattern Recognition and Computer Vision - Second Chinese Conference, 2019

The segmentation of bladder cancer using the voxel-features-based method.
Proceedings of the Medical Imaging 2019: Image Processing, 2019

Identification of angiogenesis and viable myocardium using hybrid cardiac imaging.
Proceedings of the Medical Imaging 2019: Image-Guided Procedures, 2019

Specific Neuronal Oscillatory Coupling over Frontal and Occipito-temporal Regions during Face Perception.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018
Weakly Supervised Semantic Segmentation for Joint Key Local Structure Localization and Classification of Aurora Image.
IEEE Trans. Geosci. Remote. Sens., 2018

A monocentric centerline extraction method for ring-like blood vessels.
Medical Biol. Eng. Comput., 2018

Filtered maximum likelihood expectation maximization based global reconstruction for bioluminescence tomography.
Medical Biol. Eng. Comput., 2018

DASNet: Reducing Pixel-level Annotations for Instance and Semantic Segmentation.
CoRR, 2018

Semi-Supervised Cerebrovascular Segmentation by Hierarchical Convolutional Neural Network.
IEEE Access, 2018

Automatic coronary artery lumen segmentation in computed tomography angiography using paired multi-scale 3D CNN.
Proceedings of the Medical Imaging 2018: Biomedical Applications in Molecular, 2018

Domain-specific <i>modelware</i>: to make the machine learning model reusable and reproducible.
Proceedings of the 12th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, 2018

A Cooperated Data Management Platform for Coronary Heart Disease Early Identification and Risk Warning Research.
Proceedings of the 2018 IEEE 42nd Annual Computer Software and Applications Conference, 2018

2017
Multi-view texture classification using hierarchical synthetic images.
Multim. Tools Appl., 2017

Dual quaternion based kinematic control for Yumi dual arm robot.
Proceedings of the 14th International Conference on Ubiquitous Robots and Ambient Intelligence, 2017

A Big Aurora Data Management Framework Toward Aurora Classification.
Proceedings of the 15th IEEE Intl Conf on Dependable, 2017

2016
Adaptively Alternative Light-Transport-Model-Based Three-Dimensional Optical Imaging for Longitudinal and Quantitative Monitoring of Gastric Cancer in Live Animal.
IEEE Trans. Biomed. Eng., 2016

Quantitative analysis of vascular parameters for micro-CT imaging of vascular networks with multi-resolution.
Medical Biol. Eng. Comput., 2016

A hybrid registration-based method for whole-body micro-CT mice images.
Medical Biol. Eng. Comput., 2016

2015
A new shape prior model with rotation invariance.
Pattern Recognit. Lett., 2015

Scale invariant texture representation based on frequency decomposition and gradient orientation.
Pattern Recognit. Lett., 2015

Performance investigation of SP3 and diffusion approximation for three-dimensional whole-body optical imaging of small animals.
Medical Biol. Eng. Comput., 2015

Temporal Unmixing of Dynamic Fluorescent Images by Blind Source Separation Method with a Convex Framework.
Comput. Math. Methods Medicine, 2015

Generalized Random Grid-Based Visual Secret Sharing for General Access Structures.
Comput. J., 2015

Development of two degrees of freedom deterministic parallel robotic arm unit.
Proceedings of the 6th International Conference on Automation, Robotics and Applications, 2015

Computational Fluid Dynamics Analysis of the Air Damping for an Electromechanical Converter.
Proceedings of the Advances in Computer Science and Ubiquitous Computing, 2015

2013
Local Energy Pattern for Texture Classification Using Self-Adaptive Quantization Thresholds.
IEEE Trans. Image Process., 2013

Fingerprint classification by a hierarchical classifier.
Pattern Recognit., 2013

Continuous rotation invariant local descriptors for texton dictionary-based texture classification.
Comput. Vis. Image Underst., 2013

Computational Methodology of Optical Molecular Imaging.
Comput. Math. Methods Medicine, 2013

2012
Automated Motion Correction for In Vivo Optical Projection Tomography.
IEEE Trans. Medical Imaging, 2012

Auroral Sequence Representation and Classification Using Hidden Markov Models.
IEEE Trans. Geosci. Remote. Sens., 2012

Minutia handedness: A novel global feature for minutiae-based fingerprint matching.
Pattern Recognit. Lett., 2012

A novel ant colony optimization algorithm for large-distorted fingerprint matching.
Pattern Recognit., 2012

Normalized Born Approximation-Based Two-Stage Reconstruction Algorithm for Quantitative Fluorescence Molecular Tomography.
J. Electr. Comput. Eng., 2012

Multi fuzzy vault based on secret sharing for deadlock restoration.
Int. J. Inf. Technol. Manag., 2012

Two-stage source reconstruction algorithm for bioluminescence tomography using hybrid FEM.
Int. J. Autom. Comput., 2012

All-optical quantitative framework for bioluminescence tomography with non-contact measurement.
Int. J. Autom. Comput., 2012

Random local region descriptor (RLRD): A new method for fixed-length feature representation of fingerprint image and its application to template protection.
Future Gener. Comput. Syst., 2012

Extended Finite Element Method with Simplified Spherical Harmonics Approximation for the Forward Model of Optical Molecular Imaging.
Comput. Math. Methods Medicine, 2012

A div-curl regularization model for fingerprint orientation extraction.
Proceedings of the IEEE Fifth International Conference on Biometrics: Theory, 2012

2011
Fingerprint Singular Point Detection Based on Multiple-Scale Orientation Entropy.
IEEE Signal Process. Lett., 2011

A key binding system based on n-nearest minutiae structure of fingerprint.
Pattern Recognit. Lett., 2011

Gait recognition based on improved dynamic Bayesian networks.
Pattern Recognit., 2011

Fingerprint segmentation based on an AdaBoost classifier.
Frontiers Comput. Sci. China, 2011

Fingerprint matching by incorporating minutiae discriminability.
Proceedings of the 2011 IEEE International Joint Conference on Biometrics, 2011

2010
In Vivo Quantitative Reconstruction Studies of Bioluminescence Tomography: Effects of Peak-Wavelength Shift and Model Deviation.
IEEE Trans. Biomed. Eng., 2010

Minutiae and modified Biocode fusion for fingerprint-based key generation.
J. Netw. Comput. Appl., 2010

A multi-phase level set framework for source reconstruction in bioluminescence tomography.
J. Comput. Phys., 2010

Study on Photon Transport Problem Based on the Platform of Molecular Optical Simulation Environment.
Int. J. Biomed. Imaging, 2010

Truncated Total Least Squares Method with a Practical Truncation Parameter Choice Scheme for Bioluminescence Tomography Inverse Problem.
Int. J. Biomed. Imaging, 2010

Qualitative Simulation of Photon Transport in Free Space Based on Monte Carlo Method and Its Parallel Implementation.
Int. J. Biomed. Imaging, 2010

Logistic dynamic texture model for human activity and gait recognition.
Proceedings of the International Conference on Image Processing, 2010

2009
Factorial HMM and Parallel HMM for Gait Recognition.
IEEE Trans. Syst. Man Cybern. Part C, 2009

Frame difference energy image for gait recognition with incomplete silhouettes.
Pattern Recognit. Lett., 2009

2008
An information-based clustering approach for fMRI activation detection.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

2007
Factorial Hidden Markov Models for Gait Recognition.
Proceedings of the Advances in Biometrics, International Conference, 2007

Human Gait Recognition Based on Kernel Independent Component Analysis.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2007

2006
Appearance-Based Gait Recognition Using Independent Component Analysis.
Proceedings of the Advances in Natural Computation, Second International Conference, 2006

Gait Recognition Using Hidden Markov Model.
Proceedings of the Advances in Natural Computation, Second International Conference, 2006

Clustering Validity Based on the Improved Hubert Gamma Statistic and the Separation of Clusters.
Proceedings of the First International Conference on Innovative Computing, Information and Control (ICICIC 2006), 30 August, 2006

2004
Improving the detection of low-density weapons in x-ray luggage scans using image enhancement and novel scene-decluttering techniques.
J. Electronic Imaging, 2004


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