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• 2025

  Advancing Sentiment Analysis of Social Media Data: Unveiling Public Perception of Environmental Challenges in Malaysia

  Zahra, A., Ma, L. & Khong, K. W., 2025, Signals and Communication Technology. Springer Science and Business Media Deutschland GmbH, p. 159-167 9 p. (Signals and Communication Technology; vol. Part F76).

  Research output: Chapter in Book/Conference proceeding › Book Chapter › peer-review

  • Malaysia 100%
  • Sentiment Analysis 100%
  • Environmental Challenges 100%
  • Social Media Data 100%
  • Public Perception 100%

• A Structured Bipartite Graph Learning method for ensemble clustering

  Zhang, Z., Chen, X., Wang, C., Wang, R., Song, W. & Nie, F., Apr 2025, In: Pattern Recognition. 160, 111133.

  Research output: Journal Publication › Article › peer-review

  • Bipartite Graph Learning 100%
  • Ensemble Clustering 100%
  • Bipartite Graph 100%
  • Base Clustering 83%
  • Similarity Matrix 33%

• Distilled transformers with locally enhanced global representations for face forgery detection

  Zhang, Y., Li, Q., Yu, Z. & Shen, L., May 2025, In: Pattern Recognition. 161, 111253.

  Research output: Journal Publication › Article › peer-review

  • Forgery Detection 100%
  • Deepfakes 66%
  • Convolutional Neural Network 33%
  • Computational Cost 33%
  • Outstanding Performance 33%
  1 Citation (Scopus)

• Heterogeneous Domain Adaptation via Correlative and Discriminative Feature Learning

  Lu, Y., Lin, D., Shen, L., Zhou, Y. & Pan, J., 2025, (Accepted/In press) In: IEEE Transactions on Multimedia.

  Research output: Journal Publication › Article › peer-review

  • Representation Learning 100%
  • Domain Adaptation 100%
  • Discriminative Feature 100%
  • Feature Space 50%
  • Invariant Domain 50%

• IoT-FAR: A Multi-Sensor Fusion Approach for IoT-Based Firefighting Activity Recognition

  Chai, X., Lee, B. G., Hu, C., Pike, M., Chieng, D., Wu, R. & Chung, W. Y., Jan 2025, In: Information Fusion. 113, 102650.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Multi-sensor Fusion 100%
  • Firefighting Activity 100%
  • Internet-Of-Things 100%
  • Body Features 40%
  • Training Activities 40%
  3 Citations (Scopus)

• Local-enhanced representation for text-based person search

  Zhang, G., Chen, Y., Zheng, Y., Martin, G. & Wang, R., May 2025, In: Pattern Recognition. 161, 111247.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Text-based Person Search 100%
  • Text-Based Person Search 100%
  • Modal Projection 66%
  • Intelligent Security 33%
  • Enhanced Fusion 33%

• MDNet: Multi-Modal Cooperative Perception via Spatial Alignment of Modal Decision-Making

  He, J., Deng, X., Gui, J., Zhang, T. & He, X., 2025, (Accepted/In press) In: IEEE Internet of Things Journal.

  Research output: Journal Publication › Article › peer-review

  • Decision-Making 100%
  • Multiple Agents 100%
  • Indeterminacy 100%
  • Noisy Environment 100%
  • 3D Object Detection 100%

• Progressive Pseudo Labeling for Multi-Dataset Detection over Unified Label Space

  Ye, K., Huang, Z., Xiong, Y., Gao, Y., Xie, J. & Shen, L., 2025, In: IEEE Transactions on Multimedia. 27, p. 531-543 13 p.

  Research output: Journal Publication › Article › peer-review

  • Pseudo-labeling 100%
  • Multi-datasets 100%
  • Label Space 100%
  • Annotation 100%
  • World Application 100%

• Radar gait recognition using Dual-branch Swin Transformer with Asymmetric Attention Fusion

  He, W., Ren, J., Bai, R. & Jiang, X., Mar 2025, In: Pattern Recognition. 159, 111101.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Spectrogram 100%
  • Camera Views 33%
  • Patch Splitting 33%
  • Splitting Mechanism 33%
  • Deep Representation 33%

• Structured multi-view k-means clustering

  Zhang, Z., Chen, X., Wang, C., Wang, R., Song, W. & Nie, F., Apr 2025, In: Pattern Recognition. 160, 111113.

  Research output: Journal Publication › Article › peer-review

  • Performance Issue 100%
  • Arbitrary Size 100%
  • Sparse Connection 57%
  • Probability Matrix 57%
  • Arbitrary Density 57%
  4 Citations (Scopus)

• Synergizing stopper mechanisms, coil configurations and quasi-linearity for enhanced adaptability in dual-beam 2DOF electromagnetic energy harvesters

  Toluwaloju, T. I., Thein, C. K. & Halim, D., 15 Apr 2025, In: Mechanical Systems and Signal Processing. 229, 112570.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Stopper Mechanism 100%
  • Dual-beam 100%
  • Stress Gradient 100%
  • Quasi-linear 100%
  • Fatigue Stress 100%

• Two-stage Rule-induction visual reasoning on RPMs with an application to video prediction

  He, W., Ren, J., Bai, R. & Jiang, X., Apr 2025, In: Pattern Recognition. 160, 111151.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Rule Induction 100%
  • Video Prediction 100%
  • Matrix Samples 10%
  • Intrinsic Nature 10%
  • Rule-based Model 10%
• 2024

  A decision-level sensor fusion scheme integrating ultrasonic guided wave and vibration measurements for damage identification

  Yang, X., Fang, C., Kundu, P., Yang, J. & Chronopoulos, D., 1 Oct 2024, In: Mechanical Systems and Signal Processing. 219, 111597.

  Research output: Journal Publication › Article › peer-review

  • Level Sensor 100%
  • Wave Measurement 100%
  • Damage Identification 100%
  • Ultrasonic Guided Waves 100%
  • Vibration Measurement 100%
  6 Citations (Scopus)

• A Max-Relevance-Min-Divergence criterion for data discretization with applications on naive Bayes

  Wang, S., Ren, J., Bai, R., Yao, Y. & Jiang, X., May 2024, In: Pattern Recognition. 149, 110236.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Naïve Bayes 100%
  • Discretized 100%
  • Data Discretization 100%
  • Divergence Criterion 100%
  • Max-relevance 100%
  8 Citations (Scopus)

• Analyzing Surgeon-Robot Cooperative Performance in Robot-Assisted Intravascular Catheterization

  Du, W., Yi, G., Omisore, O. M., Duan, W., Oluwadra Akinyemi, T., Chen, X., Liu, J., Lee, B. G. & Wang, L., 4 Oct 2024, In: IEEE Transactions on Human-Machine Systems. p. 1 13 p.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Variable Delay 100%
  • Cooperation 100%
  • Surgeon 100%
  • Catheterization 100%
  • Robot 100%

• Applying hybrid quantum LSTM for indoor localization based on RSSI

  Chien, S. F., Chieng, D., Chen, S. Y. C., Zarakovitis, C. C., Lim, H. S. & Xu, Y. H., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 131-135 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Indoor Localization 100%
  • Long Short-term Memory 100%
  • Hybrid Quantum 100%
  • Long Short-Term Memory 100%
  • Long Short-Term Memory Network 100%

• A ranking-based multi-scale feature calibration network for nuclear cataract grading in AS-OCT images

  Gu, Y., Fang, L., Mou, L., Ma, S., Yan, Q., Zhang, J., Liu, F., Liu, J. & Zhao, Y., Apr 2024, In: Biomedical Signal Processing and Control. 90, 105836.

  Research output: Journal Publication › Article › peer-review

  • Calibration Network 100%
  • Feature Calibration 100%
  • Binary Classification 100%
  • Optics 100%
  • Deep Learning 50%
  3 Citations (Scopus)

• Considerations on the Development of High-Power Density Inverters for Highly Integrated Motor Drives

  Mikhaylov, Y., Aboelhassan, A., Buticchi, G. & Galea, M., Jan 2024, In: Electronics (Switzerland). 13, 2, 355.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Power Module 100%
  • Integrated Motor Drive 100%
  • Highly Integrated 100%
  • High Power Inverter 100%
  • Power Density 100%
  3 Citations (Scopus)

• Cross-modal interaction and multi-source visual fusion for video generation in fetal cardiac screening

  Zhu, G., Deng, E., Qin, Z., Khan, F., Wei, W., Srivastava, G., Xiong, H. & Kumari, S., Nov 2024, In: Information Fusion. 111, 102510.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Video Generation 100%
  • Visual Fusion 100%
  • Fetal Cardiac Screening 100%
  • Synchronizer 100%
  • Dynamic Visualization 50%
  2 Citations (Scopus)

• Devulcanizing Recycled Rubber by Thermochemical Method

  Lim, F. Y., Yu, L. J., Natarajan, E., Chiong, M. C., Chen, R. S. & Lai, N. Y. G., 2024, Advances in Intelligent Manufacturing and Robotics - Selected Articles from ICIMR 2023. Tan, A., Zhu, F., Jiang, H., Mostafa, K., Yap, E. H., Chen, L., Olule, L. J. A. & Myung, H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 303-315 13 p. (Lecture Notes in Networks and Systems; vol. 845).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Rubber Product 100%
  • Recycled Rubber 100%
  • Devulcanization 100%
  • Thermochemical 100%
  • Rubber Waste 100%

• Discriminant Pixel-Difference Vector Hashing of Spatial-Temporal Local Binary Patterns for Dynamic Texture Recognition

  Ding, R., Ren, J., Yu, H., Li, J. & Jiang, X., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6245-6249 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Local Binary Pattern 100%
  • Spatial-temporal 100%
  • Dynamic Texture Recognition 100%
  • Pixel Difference 100%
  • Hashing 100%

• DYNAMIC DATA SAMPLER FOR CROSS-LANGUAGE TRANSFER LEARNING IN LARGE LANGUAGE MODELS

  Li, Y., Feng, Y., Zhou, W., Zhao, Z., Shen, L., Hou, C. & Hou, X., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 11291-11295 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Cross-language Transfer 100%
  • Chinese Language Model 50%
  • English Corpus 25%
  • Chinese Model 25%
  • Parallel Corpus 25%

• Enhancing Unsupervised Semantic Segmentation Through Context-Aware Clustering

  Zhuo, W., Wang, Y., Chen, J., Deng, S., Wang, Z., Shen, L. & Zhu, W., 2024, In: IEEE Transactions on Multimedia. 26, p. 10081-10093 13 p.

  Research output: Journal Publication › Article › peer-review

  • Context Clustering 100%
  • Unsupervised Semantic Segmentation 100%
  • Image Segmentation 100%
  • Semantic Segmentation 60%
  • Convolutional 40%
  1 Citation (Scopus)

• Expression-Aware Masking and Progressive Decoupling for Cross-Database Facial Expression Recognition

  Zhong, T., Xian, X., Wang, Z., Xie, W. & Shen, L., 2024, 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition, FG 2024. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition, FG 2024).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Masked Autoencoder 100%
  • Disentanglement 50%
  • Database Generalization 50%
  • Life Situation 50%
  • Feature Block 25%

• FEDge-HAR: An Optimized Private Mobile Edge-Enabled IoT Paradigm for Privacy of Human Activity Recognition

  Ur Rehman, A., Farooq, M., Khan, F., Srivastava, G., Ameen Aldmour, R., Alturki, R. & Alshawi, B., 2024, In: IEEE Internet of Things Journal. 11, 24, p. 40909-40920 12 p.

  Research output: Journal Publication › Article › peer-review

  • Network Slicing 100%
  • Bit Precision 50%
  • Model-based Communication 50%
  • Redundant Connection 50%
  • ElGamal 50%

• Fine-Grained Temporal-Enhanced Transformer for Dynamic Facial Expression Recognition

  Zhang, Y., Zhang, J., Shen, L., Yu, Z. & Gao, Z., 2024, In: IEEE Signal Processing Letters. 31, p. 2560-2564 5 p.

  Research output: Journal Publication › Article › peer-review

  • Facial Expression 100%
  • Expression Recognition 100%
  • Automatic Facial Expression Recognition 100%
  • Subtle Facial Expressions 16%
  • Audiovisual Training 16%

• FLATTENING SINGULAR VALUES OF FACTORIZED CONVOLUTION FOR MEDICAL IMAGES

  Feng, Z., Zeng, N., Fang, J., Wang, X., Lu, X., Meng, H. & Liu, J., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1791-1795 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Singular Values 100%
  • Singular Value 100%
  • Expressiveness 50%
  • Singular Value Equalization 33%
  • Convolutional Filter 33%

• FOCUS FUSION NETWORK FOR VISIBLE AND INFRARED IMAGE FUSION

  Zhang, Y., Fang, Y. & Zhang, Q., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 3850-3854 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Visible Channel 100%
  • Infrared Image 100%
  • Infrared Channel 100%
  • Focus Fusion 100%
  • Image Fusion 100%

• Fostering Self-directed Learning in Engineering Undergraduates: A Collaborative Approach

  Welsen, S., 2024, Towards a Hybrid, Flexible and Socially Engaged Higher Education - Proceedings of the 26th International Conference on Interactive Collaborative Learning, ICL 2023, Volume 1. Auer, M. E., Vidal, E. V., Cukierman, U. R. & Caro, E. T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 12-19 8 p. (Lecture Notes in Networks and Systems; vol. 899 LNNS).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Collaborative Approach 100%
  • Collaborative Learning 100%
  • Engineering Undergraduates 100%
  • Self-directed Learning 100%
  • Directed Learning 100%

• GUIDED CIRCULAR DECOMPOSITION AND CROSS-MODAL RECOMBINATION FOR MULTIMODAL SENTIMENT ANALYSIS

  Liang, H., Xie, W., He, X., Song, S. & Shen, L., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 7910-7914 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Cross-modal 100%
  • Multimodal Sentiment Analysis 100%
  • Modal Recombination 100%
  • Sentiment Analysis 100%
  • Experimental Result 50%
  1 Citation (Scopus)

• Heterogeneous domain adaptation via incremental discriminative knowledge consistency

  Lu, Y., Lin, D., Wen, J., Shen, L., Li, X. & Wen, Z., Dec 2024, In: Pattern Recognition. 156, 110857.

  Research output: Journal Publication › Article › peer-review

  • Knowledge Consistency 100%
  • Heterogeneous Domain Adaptation 100%
  • Consistency Method 50%
  • Distribution Mismatch 25%
  • Consistency Techniques 25%

• Innovate Spatial-Temporal Attention Network (STAN) for Accurate 3D Mice Pose Estimation with a Single Monocular RGB Camera

  Gong, L., Yu, M., Kashyap, G. S., McCall, S., Thota, M. & Ardakani, S. P., 2024, 32nd European Signal Processing Conference, EUSIPCO 2024 - Proceedings. European Signal Processing Conference, EUSIPCO, p. 616-620 5 p. (European Signal Processing Conference).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Spatial-temporal Attention Network 100%
  • 3xTg-AD Mice 100%
  • Attention (Machine Learning) 100%
  • Pose Estimation 100%
  • Behavior (Neuroscience) 100%

• Intelligent Reflecting Surface Assisted mmWave Integrated Sensing and Communication Systems

  Zhu, Z., Li, Z., Chu, Z., Guan, Y., Wu, Q., Xiao, P., Renzo, M. D. & Lee, I., 2024, In: IEEE Internet of Things Journal. 11, 18, p. 29427-29437 11 p.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Communication System 100%
  • Intelligent Reflecting Surface 100%
  • Surface Phase 42%
  • Phase Shift 42%
  • Beamforming 28%
  12 Citations (Scopus)

• Jointly Active and Passive Beamforming Designs for IRS-Empowered WPCN

  Chu, Z., Xiao, P., Mi, D., Yin, C., Hao, W., Liu, W. & Sodre, A. C., 1 Apr 2024, In: IEEE Internet of Things Journal. 11, 7, p. 11579-11592 14 p.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Wireless Networks 100%
  • Intelligent Reflecting Surface 100%
  • Beamforming Design 100%
  • Active Beamforming 100%
  • Passive Beamforming 100%
  6 Citations (Scopus)

• Lateral vibration attenuation of a rotor system using an axial control mechanism with resonance detuning

  Ran, L., Halim, D., Thein, C. K. & Galea, M., 1 Apr 2024, In: Mechanical Systems and Signal Processing. 211, 111220.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Control Mechanism 100%
  • Vibration Attenuation 100%
  • Rotor System 100%
  • Resonance Detuning 100%
  • Lateral Vibration 100%
  2 Citations (Scopus)

• Lightweight and smart data fusion approaches for wearable devices of the Internet of Medical Things

  Jan, M. A., Zhang, W., Khan, F., Abbas, S. & Khan, R., Mar 2024, In: Information Fusion. 103, 102076.

  Research output: Journal Publication › Article › peer-review

  • Data Fusion Method 100%
  • Wearable Devices 100%
  • Internet of Healthcare Things (IoHT) 100%
  • Data Value 100%
  • Smart Data 100%
  17 Citations (Scopus)

• Machine learning model of acoustic signatures: Towards digitalised thermal spray manufacturing

  Viswanathan, V., McCloskey, A., Mathur, R., Nguyen, D. T., Faisal, N. H., Prathuru, A., Llavori, I., Murphy, A., Tiwari, A., Matthews, A., Agrawal, A. & Goel, S., 15 Feb 2024, In: Mechanical Systems and Signal Processing. 208, 111030.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Acoustic Signature 100%
  • Thermal Spraying 100%
  • Thermal Spray 100%
  • Acoustic Emission Spectra 33%
  • Spray Booth 33%
  2 Citations (Scopus)

• MERG: MULTI-DIMENSIONAL EDGE REPRESENTATION GENERATION LAYER FOR GRAPH NEURAL NETWORKS

  Song, Y., Luo, C., Jackson, A., Jia, X., Xie, W., Shen, L., Gunes, H. & Song, S., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5475-5479 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Edge Representation 100%
  • Graph Neural Network 100%
  • Edge Graph 75%
  • Graph Benchmark 25%
  • Process Graph 25%
  1 Citation (Scopus)

• MergeTalk: Audio-Driven Talking Head Generation From Single Image With Feature Merge

  Gao, J., Shu, C., Zheng, X., Lu, Z. & Bao, N., 2024, In: IEEE Signal Processing Letters. 31, p. 1850-1854 5 p.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Audio-driven Talking Head Generation 100%
  • Lip Synchronization 66%
  • Pose Parameter 50%
  • Pose Parameters 33%
  • Lip Movement 33%

• Min-Max Latency Optimization for IRS-Aided Cell-Free Mobile Edge Computing Systems

  Li, N., Hao, W., Zhou, F., Chu, Z., Yang, S., Muta, O. & Gacanin, H., 1 Mar 2024, In: IEEE Internet of Things Journal. 11, 5, p. 8757-8770 14 p.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Cell-free 100%
  • Intelligent Reflecting Surface 100%
  • Min-max 100%
  • Mobile Edge Computing 100%
  • Latency Optimization 100%
  13 Citations (Scopus)

• Network characteristics adaption and hierarchical feature exploration for robust object recognition

  Xie, W., Luo, C., Wang, G., Shen, L., Lai, Z. & Song, S., May 2024, In: Pattern Recognition. 149, 110240.

  Research output: Journal Publication › Article › peer-review

  • Hierarchical Features 100%
  • Feature Exploration 100%
  • Network Characteristics 100%
  • Robust Object Recognition 100%
  • Object Recognition 100%
  1 Citation (Scopus)

• Optimising printing fidelity of the single-nozzle based multimaterial direct ink writing for 3D food printin

  Tian, Z., Zhong, Q., Zhang, H., Yin, T., Zhao, J., Liu, G., Zhao, Y., Li, H. N. & He, Y., 2024, In: Virtual and Physical Prototyping. 19, 1, 11 p., e2352075.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Direct Ink Writing 100%
  • Multi-material 100%
  • Printing Fidelity 100%
  • Single Nozzle 100%
  • 3D Printing 100%
  5 Citations (Scopus)

• Point Clouds are Specialized Images: A Knowledge Transfer Approach for 3D Understanding

  Kang, J., Jia, W., He, X. & Lam, K. M., 2024, In: IEEE Transactions on Multimedia. 26, p. 10755-10765 11 p.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Knowledge Transfer 100%
  • Point Cloud 100%
  • Transfer Approach 100%
  • Self-supervised Representation Learning 100%
  • 3D Understanding 100%
  1 Citation (Scopus)

• PointFaceFormer: Local and Global Attention Based Transformer for 3D Point Cloud Face Recognition

  Gao, Z., Li, Q., Wang, G. & Shen, L., 2024, 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition, FG 2024. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition, FG 2024).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Point Cloud Dataset 100%
  • Dot Product 100%
  • Product Function 100%
  • Cosine Function 50%
  1 Citation (Scopus)

• PointSurFace: Discriminative point cloud surface feature extraction for 3D face recognition

  Yang, J., Li, Q. & Shen, L., Dec 2024, In: Pattern Recognition. 156, 110858.

  Research output: Journal Publication › Article › peer-review

  • Feature Extraction 100%
  • Surface Feature 100%
  • Point Cloud 100%
  • Point Cloud Surface 100%
  • Facial Surface 50%
  1 Citation (Scopus)

• ReactFace: Online Multiple Appropriate Facial Reaction Generation in Dyadic Interactions

  Luo, C., Song, S., Xie, W., Spitale, M., Ge, Z., Shen, L. & Gunes, H., 2024, (Accepted/In press) In: IEEE Transactions on Visualization and Computer Graphics.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Facial Expression 100%
  • Speech Production 100%
  • Nonverbal Communication 100%
  • Reaction Generation 100%
  • Speaker Behavior 25%

• Regional context-based recalibration network for cataract recognition in AS-OCT

  Zhang, X., Xiao, Z., Yang, B., Wu, X., Higashita, R. & Liu, J., Mar 2024, In: Pattern Recognition. 147, 110069.

  Research output: Journal Publication › Article › peer-review

  • Integration Context 100%
  • Single Eye 50%
  • Context Information Fusion 25%
  • Context Integration 25%
  20 Citations (Scopus)

• Relative-position embedding based spatially and temporally decoupled Transformer for action recognition

  Ma, Y. & Wang, R., Jan 2024, In: Pattern Recognition. 145, 109905.

  Research output: Journal Publication › Article › peer-review

  • Relative Position Embedding 100%
  • Spatial Transformer 40%
  • Model Interaction 40%
  • Subsampling Strategy 20%
  26 Citations (Scopus)

• Resource Management for IRS-Assisted WP-MEC Networks With Practical Phase Shift Model

  Li, N., Hao, W., Zhou, F., Chu, Z., Yang, S. & Xiao, P., 15 Feb 2024, In: IEEE Internet of Things Journal. 11, 4, p. 6677-6691 15 p.

  Research output: Journal Publication › Article › peer-review

  • Resource Management 100%
  • Intelligent Reflecting Surface 100%
  • Phase Shift Model 100%
  • MEC Network 100%
  • Phase Shift 100%
  2 Citations (Scopus)

• Semi-supervised information fusion for medical image analysis: Recent progress and future perspectives

  Weng, Y., Zhang, Y., Wang, W. & Dening, T., Jun 2024, In: Information Fusion. 106, 102263.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Information Fusion 100%
  • Medical Image Analysis 100%
  • Supervised Information 100%
  • Annotation 100%
  • Image Analysis 100%
  9 Citations (Scopus)