Junxin Chen

Orcid: 0000-0003-4745-8361

Affiliations:
  • Dalian University of Technology, School of Software, Dalian, China
  • Northeastern University, College of Medicine and Biological Information Engineering, Shenyang, China
  • University of Macau, Department of Computer and Information Science, Macau, China
  • Northeastern University, Shenyang, China (PhD 2019)


According to our database1, Junxin Chen authored at least 74 papers between 2015 and 2024.

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Bibliography

2024
Data Completion-Guided Unified Graph Learning for Incomplete Multi-View Clustering.
ACM Trans. Knowl. Discov. Data, September, 2024

WLR-Net: An Improved YOLO-V7 With Edge Constraints and Attention Mechanism for Water Leakage Recognition in the Tunnel.
IEEE Trans. Emerg. Top. Comput. Intell., August, 2024

Partial Tubal Nuclear Norm-Regularized Multiview Subspace Learning.
IEEE Trans. Cybern., June, 2024

Empowering Semantic Segmentation With Selective Frequency Enhancement and Attention Mechanism for Tampering Detection.
IEEE Trans. Artif. Intell., June, 2024

Review of the Open Data Sets for Contactless Sensing.
IEEE Internet Things J., June, 2024

An Ensemble Classification Model for Depression Based on Wearable Device Sleep Data.
IEEE J. Biomed. Health Informatics, May, 2024

Guest Editorial AI-Empowered Internet of Things for Data-Driven Psychophysiological Computing and Patient Monitoring.
IEEE J. Biomed. Health Informatics, May, 2024

JPEG-compatible Joint Image Compression and Encryption Algorithm with File Size Preservation.
ACM Trans. Multim. Comput. Commun. Appl., April, 2024

Self-Completed Bipartite Graph Learning for Fast Incomplete Multi-View Clustering.
IEEE Trans. Circuits Syst. Video Technol., April, 2024

Batch medical image encryption using 3D Latin cube-based simultaneous permutation and diffusion.
Signal Image Video Process., April, 2024

Artificial intelligence for heart sound classification: A review.
Expert Syst. J. Knowl. Eng., April, 2024

An efficient chaotic image encryption scheme using simultaneous permutation-diffusion operation.
Vis. Comput., March, 2024

Robust Gaze Point Estimation for Metaverse With Common Mode Features Suppression Network.
IEEE Trans. Consumer Electron., February, 2024

Improved Transformer-Based Privacy-Preserving Architecture for Intrusion Detection in Secure V2X Communications.
IEEE Trans. Consumer Electron., February, 2024

A fast selective encryption scheme for H.264/AVC video with syntax-preserving and zero bit rate expansion.
Signal Image Video Process., February, 2024

Batch image encryption using cross image permutation and diffusion.
J. Inf. Secur. Appl., February, 2024

IIFDD: Intra and inter-modal fusion for depression detection with multi-modal information from Internet of Medical Things.
Inf. Fusion, February, 2024

PGA-Net: Polynomial Global Attention Network With Mean Curvature Loss for Lane Detection.
IEEE Trans. Intell. Transp. Syst., January, 2024

Exploiting Substitution Box for Cryptanalyzing Image Encryption Schemes With DNA Coding and Nonlinear Dynamics.
IEEE Trans. Multim., 2024

Imagined Speech Reconstruction From Neural Signals - An Overview of Sources and Methods.
IEEE Trans. Instrum. Meas., 2024

Exploiting Smartphone Voice Recording as a Digital Biomarker for Parkinson's Disease Diagnosis.
IEEE Trans. Instrum. Meas., 2024

Medical steganography: Enhanced security and image quality, and new S-Q assessment.
Signal Process., 2024

DMSA-UNet: Dual Multi-Scale Attention makes UNet more strong for medical image segmentation.
Knowl. Based Syst., 2024

Spatial Computing: Concept, Applications, Challenges and Future Directions.
CoRR, 2024

TGCA-PVT: Topic-Guided Context-Aware Pyramid Vision Transformer for Sticker Emotion Recognition.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Robust Imagined Speech Production from Electrocorticography with Adaptive Frequency Enhancement.
Proceedings of the International Joint Conference on Neural Networks, 2024

2023
Digital Twin Empowered Wireless Healthcare Monitoring for Smart Home.
IEEE J. Sel. Areas Commun., November, 2023

A one-time-pad-like chaotic image encryption scheme using data steganography.
J. Inf. Secur. Appl., November, 2023

An Efficient Medical Image Encryption Scheme Utilizing Nonuniform Cellular Automaton.
Int. J. Bifurc. Chaos, August, 2023

Dual-Channel Neural Network for Atrial Fibrillation Detection From a Single Lead ECG Wave.
IEEE J. Biomed. Health Informatics, May, 2023

Wi-Breath: A WiFi-Based Contactless and Real-Time Respiration Monitoring Scheme for Remote Healthcare.
IEEE J. Biomed. Health Informatics, May, 2023

Self-adaptive reconstruction for compressed sensing based ECG acquisition in wireless body area network.
Future Gener. Comput. Syst., May, 2023

Cardiac LGE MRI Segmentation With Cross-Modality Image Augmentation and Improved U-Net.
IEEE J. Biomed. Health Informatics, February, 2023

Ensemble Learning-Based Atrial Fibrillation Detection From Single Lead ECG Wave for Wireless Body Sensor Network.
IEEE Trans. Netw. Sci. Eng., 2023

Review on Optical Fiber Sensors for Hazardous-Gas Monitoring in Mines and Tunnels.
IEEE Trans. Instrum. Meas., 2023

DS-CNN: Dual-Stream Convolutional Neural Networks-Based Heart Sound Classification for Wearable Devices.
IEEE Trans. Consumer Electron., 2023

Cross-Modality LGE-CMR Segmentation Using Image-to-Image Translation Based Data Augmentation.
IEEE ACM Trans. Comput. Biol. Bioinform., 2023

A parallel image encryption algorithm using intra bitplane scrambling.
Math. Comput. Simul., 2023

Toward Wearable Sensors: Advances, Trends, and Challenges.
ACM Comput. Surv., 2023

AMC-SME '23: 2023 Workshop on Advanced Multimedia Computing for Smart Manufacturing and Engineering.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Dynamic Vehicle Graph Interaction for Trajectory Prediction Based on Video Signals.
Proceedings of the IEEE International Conference on Acoustics, 2023

LABANet: Lead-Assisting Backbone Attention Network for Oral Multi-Pathology Segmentation.
Proceedings of the IEEE International Conference on Acoustics, 2023

PnP-AE: A Plug-and-Play Module for Volumetric Medical Image Segmentation.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Adapting Segment Anything Model for Shield Tunnel Water Leakage Segmentation.
Proceedings of the 2023 Workshop on Advanced Multimedia Computing for Smart Manufacturing and Engineering, 2023

2022
Low-Cost and Confidential ECG Acquisition Framework Using Compressed Sensing and Chaotic Systems for Wireless Body Area Network.
IEEE J. Biomed. Health Informatics, 2022

DDCNN: A Deep Learning Model for AF Detection From a Single-Lead Short ECG Signal.
IEEE J. Biomed. Health Informatics, 2022

Compressed Sensing Framework for Heart Sound Acquisition in Internet of Medical Things.
IEEE Trans. Ind. Informatics, 2022

Cryptanalysis of an Image Encryption Algorithm Based on a 2D Hyperchaotic Map.
Entropy, 2022

SEVGGNet-LSTM: a fused deep learning model for ECG classification.
CoRR, 2022

Correntropy-Induced Tensor Learning for Multi-view Subspace Clustering.
Proceedings of the IEEE International Conference on Data Mining, 2022

Combining Multiple Style Transfer Networks and Transfer Learning For LGE-CMR Segmentation.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
Universal Chosen-Ciphertext Attack for a Family of Image Encryption Schemes.
IEEE Trans. Multim., 2021

Re-Evaluation of the Security of a Family of Image Diffusion Mechanisms.
IEEE Trans. Circuits Syst. Video Technol., 2021

Cryptanalysis of Image Ciphers With Permutation-Substitution Network and Chaos.
IEEE Trans. Circuits Syst. Video Technol., 2021

Exploiting 5G and Blockchain for Medical Applications of Drones.
IEEE Netw., 2021

Global context aware RCNN for object detection.
Neural Comput. Appl., 2021

Survey on atrial fibrillation detection from a single-lead ECG wave for Internet of Medical Things.
Comput. Commun., 2021

2020
Trust-Enhanced Collaborative Filtering for Personalized Point of Interests Recommendation.
IEEE Trans. Ind. Informatics, 2020

Realizing the Potential of Internet of Things for Smart Tourism with 5G and AI.
IEEE Netw., 2020

Predicting Unnecessary Nodule Biopsies from a Small, Unbalanced, and Pathologically Proven Dataset by Transfer Learning.
J. Digit. Imaging, 2020

Cryptanalysis of a DNA-based image encryption scheme.
Inf. Sci., 2020

Geography-Aware Inductive Matrix Completion for Personalized Point-of-Interest Recommendation in Smart Cities.
IEEE Internet Things J., 2020

Automatic skin lesion segmentation based on FC-DPN.
Comput. Biol. Medicine, 2020

Comparative Study of Compressed Sensing for Heart Sound Acquisition in Wireless Body Sensor Networks.
IEEE Access, 2020

2019
Compressed Sensing Based Selective Encryption With Data Hiding Capability.
IEEE Trans. Ind. Informatics, 2019

Compressed sensing for electrocardiogram acquisition in wireless body sensor network: A comparative analysis.
Int. J. Distributed Sens. Networks, 2019

Cryptanalysis and Improvement of a Chaos-Based Watermarking Scheme.
IEEE Access, 2019

2018
Exploiting self-adaptive permutation-diffusion and DNA random encoding for secure and efficient image encryption.
Signal Process., 2018

Exploiting the Security Aspects of Compressive Sampling.
Secur. Commun. Networks, 2018

Low-Cost and Confidentiality-Preserving Data Acquisition for Internet of Multimedia Things.
IEEE Internet Things J., 2018

2017
Deciphering an RGB color image cryptosystem based on Choquet fuzzy integral.
Neural Comput. Appl., 2017

Cryptanalysis of Optical Ciphers Integrating Double Random Phase Encoding With Permutation.
IEEE Access, 2017

2015
An image encryption scheme using nonlinear inter-pixel computing and swapping based permutation approach.
Commun. Nonlinear Sci. Numer. Simul., 2015

A fast chaos-based image encryption scheme with a dynamic state variables selection mechanism.
Commun. Nonlinear Sci. Numer. Simul., 2015


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