Find Research outputs

2022

Arbitrary-Shape Scene Text Detection via Visual-Relational Rectification and Contour Approximation

Xu, C., Jia, W., Cui, T., Wang, R., Zhang, Y. F. & He, X., 2022, In: IEEE Transactions on Multimedia. 25, p. 4052-4066 15 p.

Research output: Journal Publication › Article › peer-review

6 Citations (Scopus)

AS-Net: Fast Photoacoustic Reconstruction with Multi-Feature Fusion from Sparse Data

Guo, M., Lan, H., Yang, C., Liu, J. & Gao, F., 2022, In: IEEE Transactions on Computational Imaging. 8, p. 215-223 9 p.

Research output: Journal Publication › Article › peer-review

Open Access

19 Citations (Scopus)

A Tool to Facilitate the Cross-Cultural Design Process Using Deep Learning

Zhou, L., Sun, X., Mu, G., Wu, J., Zhou, J., Wu, Q., Zhang, Y., Xi, Y., Gunes, N. D. & Song, S., 1 Jun 2022, In: IEEE Transactions on Human-Machine Systems. 52, 3, p. 445-457 13 p.

Research output: Journal Publication › Article › peer-review

4 Citations (Scopus)

ATTENTION-BASED DUAL-STREAM VISION TRANSFORMER FOR RADAR GAIT RECOGNITION

Chen, S., He, W., Ren, J. & Jiang, X., 2022, 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 3668-3672 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2022-May).

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

Open Access

26 Citations (Scopus)

Automatic Speech-Based Smoking Status Identification

Ma, Z., Singh, S., Qiu, Y., Hou, F., Wang, R., Bullen, C. & Chu, J. T. W., 2022, Intelligent Computing - Proceedings of the 2022 Computing Conference. Arai, K. (ed.). Springer Science and Business Media Deutschland GmbH, p. 193-203 11 p. (Lecture Notes in Networks and Systems; vol. 508 LNNS).

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

4 Citations (Scopus)

CyclicAugment: Speech Data Random Augmentation with Cosine Annealing Scheduler for Automatic Speech Recognition

Wang, Z., Hou, F., Qiu, Y., Ma, Z., Singh, S. & Wang, R., 2022, In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2022-September, p. 3859-3863 5 p.

Research output: Journal Publication › Conference article › peer-review

6 Citations (Scopus)

Deep RGB-D Saliency Detection Without Depth

Zhang, Y. F., Zheng, J., Jia, W., Huang, W., Li, L., Liu, N., Li, F. & He, X., 2022, In: IEEE Transactions on Multimedia. 24, p. 755-767 13 p.

Research output: Journal Publication › Article › peer-review

Open Access

10 Citations (Scopus)

DETERMINING THE BEST ACOUSTIC FEATURES FOR SMOKER IDENTIFICATION

Ma, Z., Qiu, Y., Hou, F., Wang, R., Chu, J. T. W. & Bullen, C., 2022, 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 8177-8181 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2022-May).

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

9 Citations (Scopus)

Dynamic texture recognition using PDV hashing and dictionary learning on multi-scale volume local binary pattern

Ding, R., Ren, J., Yu, H. & Li, J., 2022, 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1840-1844 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2022-May).

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

Open Access

5 Citations (Scopus)

Edge Computing and Lightning Network Empowered Secure Food Supply Management

Gai, K., Fang, Z., Wang, R., Zhu, L., Jiang, P. & Choo, K. K. R., 15 Aug 2022, In: IEEE Internet of Things Journal. 9, 16, p. 14247-14259 13 p.

Research output: Journal Publication › Article › peer-review

18 Citations (Scopus)

EdgeLoc: A Robust and Real-Time Localization System Toward Heterogeneous IoT Devices

Ye, Q., Bie, H., Li, K. C., Fan, X., Gong, L., He, X. & Fang, G., 1 Mar 2022, In: IEEE Internet of Things Journal. 9, 5, p. 3865-3876 12 p.

Research output: Journal Publication › Article › peer-review

29 Citations (Scopus)

Energy-Efficient multicodebook-based backscatter communications for wireless-powered networks

Zhang, Y., Liu, X., Zheng, K., Li, Y. & Yao, Y., 15 Sept 2022, In: IEEE Internet of Things Journal. 9, 18, p. 18153-18163 11 p.

Research output: Journal Publication › Article › peer-review

1 Citation (Scopus)

Factors Affecting Pedestrians' Trust in Automated Vehicles: Literature Review and Theoretical Model

Zhou, S., Sun, X., Liu, B. & Burnett, G., 1 Jun 2022, In: IEEE Transactions on Human-Machine Systems. 52, 3, p. 490-500 11 p.

Research output: Journal Publication › Article › peer-review

24 Citations (Scopus)

Feature flow: In-network feature flow estimation for video object detection

Jin, R., Lin, G., Wen, C., Wang, J. & Liu, F., Feb 2022, In: Pattern Recognition. 122, 108323.

Research output: Journal Publication › Article › peer-review

Open Access

9 Citations (Scopus)

Gated SwitchGAN for Multi-Domain Facial Image Translation

Zhang, X., Zhu, Y., Chen, W., Liu, W. & Shen, L., 2022, In: IEEE Transactions on Multimedia. 24, p. 1990-2003 14 p.

Research output: Journal Publication › Article › peer-review

Open Access

5 Citations (Scopus)

IMPROVED META LEARNING FOR LOW RESOURCE SPEECH RECOGNITION

Singh, S., Wang, R. & Hou, F., 2022, 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 4798-4802 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2022-May).

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

Open Access

22 Citations (Scopus)

Intelligent-Reflecting-Surface-Empowered Wireless-Powered Caching Networks

Chu, Z., Xiao, P., Shojafar, M., Mi, D., Hao, W., Shi, J. & Zhong, J., 1 Aug 2022, In: IEEE Internet of Things Journal. 9, 15, p. 13153-13167 15 p.

Research output: Journal Publication › Article › peer-review

Open Access

11 Citations (Scopus)

Machine Learning for Cataract Classification/Grading on Ophthalmic Imaging Modalities: A Survey

Zhang, X. Q., Hu, Y., Xiao, Z. J., Fang, J. S., Higashita, R. & Liu, J., Jun 2022, In: Machine Intelligence Research. 19, 3, p. 184-208 25 p.

Research output: Journal Publication › Article › peer-review

Open Access

48 Citations (Scopus)

MorphText: Deep Morphology Regularized Accurate Arbitrary-Shape Scene Text Detection

Xu, C., Jia, W., Wang, R., Luo, X. & He, X., 5 May 2022, In: IEEE Transactions on Multimedia. 25, p. 4199-4212 14 p.

Research output: Journal Publication › Article › peer-review

12 Citations (Scopus)

MVD-Net: Semantic Segmentation of Cataract Surgery Using Multi-View Learning

Ou, M., Li, H., Liu, H., Wang, X., Yi, C., Hao, L., Hu, Y. & Liu, J., 2022, 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022. Institute of Electrical and Electronics Engineers Inc., p. 5035-5038 4 p. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2022-July).

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

4 Citations (Scopus)

OCCLUSION-INVARIANT REPRESENTATION ALIGNMENT FOR ENTITY RE-IDENTIFICATION

Jiang, Z., Xu, K., Du, H., Jin, H., Lu, Z. & Zhang, Q., 2022, 2022 IEEE International Conference on Image Processing, ICIP 2022 - Proceedings. IEEE Computer Society, p. 3266-3270 5 p. (Proceedings - International Conference on Image Processing, ICIP).

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

1 Citation (Scopus)

Partial Mixture-of-Experts Similarity Variational Autoencoder for Clustering on Single Cell Data

Liu, C., Hong, L. & Liu, F., 2022, 2022 7th International Conference on Intelligent Computing and Signal Processing, ICSP 2022. Institute of Electrical and Electronics Engineers Inc., p. 615-619 5 p. (2022 7th International Conference on Intelligent Computing and Signal Processing, ICSP 2022).

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

Performance Entitlement by Using Novel High Strength Electrical Steels and Copper Alloys for High-Speed Laminated Rotor Induction Machines

Zhang, F., Gerada, D., Xu, Z., He, Y., Zhang, H., Hua, W. & Gerada, C., 1 Jan 2022, In: Electronics (Switzerland). 11, 2, 210.

Research output: Journal Publication › Article › peer-review

Open Access

3 Citations (Scopus)

Rain-component-aware capsule-GAN for single image de-raining

Yang, F., Ren, J., LU, Z., Zhang, J. & Zhang, Q., Mar 2022, In: Pattern Recognition. 123, 108377.

Research output: Journal Publication › Article › peer-review

15 Citations (Scopus)

Recent Advances in Pulse-Coupled Neural Networks with Applications in Image Processing

Liu, H., Liu, M., Li, D., Zheng, W., Yin, L. & Wang, R., Oct 2022, In: Electronics (Switzerland). 11, 20, 3264.

Research output: Journal Publication › Review article › peer-review

Open Access

94 Citations (Scopus)

Resource Allocation for IRS-Assisted Wireless-Powered FDMA IoT Networks

Chu, Z., Zhu, Z., Li, X., Zhou, F., Zhen, L. & Al-Dhahir, N., 1 Jun 2022, In: IEEE Internet of Things Journal. 9, 11, p. 8774-8785 12 p.

Research output: Journal Publication › Article › peer-review

52 Citations (Scopus)

Retaining Semantics in Image to Music Conversion

Xiong, Z., Lin, P. C. & Farjudian, A., 2022, Proceedings - 2022 IEEE International Symposium on Multimedia, ISM 2022. Institute of Electrical and Electronics Engineers Inc., p. 228-235 8 p. (Proceedings - 2022 IEEE International Symposium on Multimedia, ISM 2022).

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

3 Citations (Scopus)

Secure and Reliable Indoor Localization Based on Multitask Collaborative Learning for Large-Scale Buildings

Wang, C., Luo, J., Liu, X. & He, X., 15 Nov 2022, In: IEEE Internet of Things Journal. 9, 22, p. 22291-22303 13 p.

Research output: Journal Publication › Article › peer-review

19 Citations (Scopus)

SPATIAL-CONTEXT-AWARE DEEP NEURAL NETWORK FOR MULTI-CLASS IMAGE CLASSIFICATION

Zhang, J., Zhang, Q., Ren, J., Zhao, Y. & Liu, J., 2022, 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1960-1964 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2022-May).

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

Open Access

12 Citations (Scopus)

Structural optimisation through material selections for multi-cantilevered vibration electromagnetic energy harvesters

Foong, F. M., Thein, C. K. & Yurchenko, D., 1 Jan 2022, In: Mechanical Systems and Signal Processing. 162, 108044.

Research output: Journal Publication › Article › peer-review

20 Citations (Scopus)

Text-to-image synthesis with self-supervised learning

Tan, Y. X., Lee, C. P., Neo, M. & Lim, K. M., May 2022, In: Pattern Recognition Letters. 157, p. 119-126 8 p.

Research output: Journal Publication › Article › peer-review

17 Citations (Scopus)

Understanding How Fundus Image Quality Degradation Affects CNN-based Diagnosis

Liu, H., Li, H., Wang, X., Li, H., Ou, M., Hao, L., Hu, Y. & Liu, J., 2022, 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022. Institute of Electrical and Electronics Engineers Inc., p. 438-442 5 p. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2022-July).

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

8 Citations (Scopus)

Visualizing Disks and Labels with Good Visibility and Correspondence

Poon, S. H. & Yu, J., 2022, Proceedings - 2022 26th International Conference Information Visualisation, IV 2022. Institute of Electrical and Electronics Engineers Inc., p. 27-32 6 p. (Proceedings of the International Conference on Information Visualisation; vol. 2022-July).

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

Weighting-Based Deep Ensemble Learning for Recognition of Interventionalists’ Hand Motions During Robot-Assisted Intravascular Catheterization

Omisore, O. M., Akinyemi, T. O., Du, W., Duan, W., Orji, R., Do, T. N. & Wang, L., 2022, (Accepted/In press) In: IEEE Transactions on Human-Machine Systems. 53, 1, p. 1-13 13 p.

Research output: Journal Publication › Article › peer-review

10 Citations (Scopus)

Wireless-Powered Intelligent Radio Environment With Nonlinear Energy Harvesting

Chu, Z., Xiao, P., Mi, D., Hao, W., Lin, Z., Chen, Q. & Tafazolli, R., 15 Sept 2022, In: IEEE Internet of Things Journal. 9, 18, p. 18130-18141 12 p.

Research output: Journal Publication › Article › peer-review

Open Access

22 Citations (Scopus)

2021

An Improved Image Segmentation Model based on U-Net for Interventional Intravascular Robots

Zheng, Y., Er, M. J., Shen, S., Li, W., Li, Y., Du, W., Duan, W. & Omisore, O. M., May 2021, Proceedings - 2021 4th International Conference on Intelligent Autonomous Systems, ICoIAS 2021. Institute of Electrical and Electronics Engineers Inc., p. 84-90 7 p. (Proceedings - 2021 4th International Conference on Intelligent Autonomous Systems, ICoIAS 2021).

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

3 Citations (Scopus)

Anomaly3D: Video anomaly detection based on 3D-normality clusters

Asad, M., Yang, J., Tu, E., Chen, L. & He, X., Feb 2021, In: Journal of Visual Communication and Image Representation. 75, 103047.

Research output: Journal Publication › Article › peer-review

30 Citations (Scopus)

A Novel Framework for Predicting the Spread of COVID-19 by Contact Tracing Through Smartphone

Shi, J., Sheng, W., Kar, P., Roy, M. & Datta, S., 2021, 2021 International Wireless Communications and Mobile Computing, IWCMC 2021. Institute of Electrical and Electronics Engineers Inc., p. 570-575 6 p. (2021 International Wireless Communications and Mobile Computing, IWCMC 2021).

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

1 Citation (Scopus)

A Novel Transmission Policy for Intelligent Reflecting Surface Assisted Wireless Powered Sensor Networks

Chu, Z., Xiao, P., Mi, D., Hao, W., Khalily, M. & Yang, L. L., 1 Aug 2021, In: IEEE Journal on Selected Topics in Signal Processing. 15, 5, p. 1143-1158 16 p.

Research output: Journal Publication › Article › peer-review

Open Access

48 Citations (Scopus)

A Secured and Reliable Continuous Transmission Scheme in Cognitive HARQ-Aided Internet of Things

Khan, F., Rehman, A. U., Zhang, Y., Mastorakis, S., Song, H., Jan, M. A. & Dev, K., 1 Oct 2021, In: IEEE Internet of Things Journal. 8, 19, p. 14835-14844 10 p.

Research output: Journal Publication › Article › peer-review

12 Citations (Scopus)

A three-step classification framework to handle complex data distribution for radar UAV detection

Ren, J. & Jiang, X., Mar 2021, In: Pattern Recognition. 111, 107709.

Research output: Journal Publication › Article › peer-review

Open Access

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23 Citations (Scopus)

91 Downloads (Pure)

Co-simulation analysis for performance prediction of synchronous reluctance drives

Varvolik, V., Prystupa, D., Buticchi, G., Peresada, S., Galea, M. & Bozhko, S., Sept 2021, In: Electronics (Switzerland). 10, 17, 2154.

Research output: Journal Publication › Article › peer-review

Open Access

9 Citations (Scopus)

DeepF0: End-to-end fundamental frequency estimation for music and speech signals

Singh, S., Wang, R. & Qiu, Y., 2021, In: Proceedings - ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing. 2021-June, p. 61-65 5 p.

Research output: Journal Publication › Conference article › peer-review

Open Access

30 Citations (Scopus)

DENet: A Universal Network for Counting Crowd with Varying Densities and Scales

Liu, L., Jiang, J., Jia, W., Amirgholipour, S., Wang, Y., Zeibots, M. & He, X., 2021, In: IEEE Transactions on Multimedia. 23, p. 1060-1068 9 p., 9088979.

Research output: Journal Publication › Article › peer-review

Open Access

47 Citations (Scopus)

Design of Vascular Interventional Surgical Robot with Network Time Delay Analysis for Master-slave Teleoperation

Li, Y., Wang, W., Duan, W., Olatunji Mumini, O., Akinyemi, T., Du, W. & Zheng, Y., May 2021, Proceedings - 2021 4th International Conference on Intelligent Autonomous Systems, ICoIAS 2021. Institute of Electrical and Electronics Engineers Inc., p. 406-412 7 p. (Proceedings - 2021 4th International Conference on Intelligent Autonomous Systems, ICoIAS 2021).

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

7 Citations (Scopus)

Development of a novel monitoring system for the in-process characterisation of the machine and tooling effects in Inertia Friction Welding (IFW)

Raimondi, L., Bennett, C. J., Axinte, D., Gameros, A. & Stevens, P. A., Jul 2021, In: Mechanical Systems and Signal Processing. 156, 107551.

Research output: Journal Publication › Article › peer-review

Open Access

8 Citations (Scopus)

Drag Reduction Using Biomimetic Sharkskin Denticles

Bhatia, D., Yadav, D., Zhao, Y. & Wang, J., Oct 2021, In: Engineering, Technology and Applied Science Research. 11, 5, p. 7665-7672 8 p.

Research output: Journal Publication › Article › peer-review

Open Access

8 Citations (Scopus)

Face hallucination based on cluster consistent dictionary learning

Li, M., He, X., Lam, K. M., Zhang, K. & Jing, J., Oct 2021, In: IET Image Processing. 15, 12, p. 2841-2853 13 p.

Research output: Journal Publication › Article › peer-review

Open Access

1 Citation (Scopus)

Image synthesis with adversarial networks: A comprehensive survey and case studies

Shamsolmoali, P., Zareapoor, M., Granger, E., Zhou, H., Wang, R., Celebi, M. E. & Yang, J., Aug 2021, In: Information Fusion. 72, p. 126-146 21 p.

Research output: Journal Publication › Short survey › peer-review

Open Access

124 Citations (Scopus)

Motion saliency based multi-stream multiplier ResNets for action recognition

Zong, M., Wang, R., Chen, X., Chen, Z. & Gong, Y., Mar 2021, In: Image and Vision Computing. 107, 104108.

Research output: Journal Publication › Article › peer-review

57 Citations (Scopus)

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