Find Research outputs

2022

A tooth surface design method combining semantic guidance, confidence, and structural coherence

Wang, P., Tian, Y., Liu, N., Wang, J., Chai, S., Wang, X. & Wang, R., Dec 2022, In: IET Computer Vision. 16, 8, p. 727-735 9 p.

Research output: Journal Publication › Article › peer-review

Open Access

6 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)

Boundary regression-based reep neural network for thyroid nodule segmentation in ultrasound images

Jin, Z., Li, X., Zhang, Y., Shen, L. L., Lai, Z. & Kong, H., Dec 2022, In: Neural Computing and Applications. 34, 24, p. 22357-22366 10 p.

Research output: Journal Publication › Article › peer-review

4 Citations (Scopus)

C²AM: Contrastive learning of Class-agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation

Xie, J., Xiang, J., Chen, J., Hou, X., Zhao, X. & Shen, L., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE Computer Society, p. 979-988 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).

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

103 Citations (Scopus)

Candidate test set reduction for adaptive random testing: An overheads reduction technique

Huang, R., Chen, H., Sun, W. & Towey, D., 1 Feb 2022, In: Science of Computer Programming. 214, 102730.

Research output: Journal Publication › Article › peer-review

10 Citations (Scopus)

Canonical Correlation Analysis With Low-Rank Learning for Image Representation

Lu, Y., Wang, W., Zeng, B., Lai, Z., Shen, L. & Li, X., 2022, In: IEEE Transactions on Image Processing. 31, p. 7048-7062 15 p.

Research output: Journal Publication › Article › peer-review

5 Citations (Scopus)

CCA-Net: Clinical-awareness attention network for nuclear cataract classification in AS-OCT

Zhang, X., Xiao, Z., Hu, L., Xu, G., Higashita, R., Chen, W., Yuan, J. & Liu, J., 17 Aug 2022, In: Knowledge-Based Systems. 250, 109109.

Research output: Journal Publication › Article › peer-review

17 Citations (Scopus)

CLIMS: Cross Language Image Matching for Weakly Supervised Semantic Segmentation

Xie, J., Hou, X., Ye, K. & Shen, L., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE Computer Society, p. 4473-4482 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).

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

107 Citations (Scopus)

Connecting everyday objects with the Metaverse: a unified recognition framework

Xu, L., Towey, D., French, A. P. & Benford, S., 10 Aug 2022, Proceedings - 2022 IEEE 46th Annual Computers, Software, and Applications Conference, COMPSAC 2022. Va Leong, H., Sarvestani, S. S., Teranishi, Y., Cuzzocrea, A., Kashiwazaki, H., Towey, D., Yang, J.-J. & Shahriar, H. (eds.). IEEE, p. 401-406 6 p. (Proceedings - 2022 IEEE 46th Annual Computers, Software, and Applications Conference, COMPSAC 2022).

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

Open Access

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3 Citations (Scopus)

53 Downloads (Pure)

Content and Gradient Model-driven Deep Network for Single Image Reflection Removal

Zhang, Y. N., Shen, L. & Li, Q., 10 Oct 2022, MM 2022 - Proceedings of the 30th ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 6802-6812 11 p. (MM 2022 - Proceedings of the 30th ACM International Conference on Multimedia).

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

8 Citations (Scopus)

Cooperative double-layer genetic programming hyper-heuristic for online container terminal truck dispatching

Chen, X., Bai, R., Qu, R. & Dong, H., 27 Sept 2022, In: IEEE Transactions on Evolutionary Computation. 27, 5, p. 1220-1234 15 p.

Research output: Journal Publication › Article › peer-review

8 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)

DeepGrading: Deep Learning Grading of Corneal Nerve Tortuosity

Mou, L., Qi, H., Liu, Y., Zheng, Y., Matthew, P., Su, P., Liu, J., Zhang, J. & Zhao, Y., 1 Aug 2022, In: IEEE Transactions on Medical Imaging. 41, 8, p. 2079-2091 13 p.

Research output: Journal Publication › Article › peer-review

Open Access

12 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)

Distributed parallel deep learning with a hybrid backpropagation-particle swarm optimization for community detection in large complex networks

Nasser Al-Andoli, M., Chiang Tan, S. & Ping Cheah, W., Jul 2022, In: Information Sciences. 600, p. 94-117 24 p.

Research output: Journal Publication › Article › peer-review

27 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)

Efficient and Accurate Feature Extraction Using Local Density Detector

He, Y., Meng, J., Lee, C. H., Ren, J., Li, J., Yang, Q., Cai, L. & Yu, H., 23 Sept 2022, Proceedings of the 2022 5th International Conference on Artificial Intelligence and Pattern Recognition, AIPR 2022. Association for Computing Machinery, p. 531-536 6 p. (ACM International Conference Proceeding Series).

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

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)

Fingerprint Presentation Attack Detector Using Global-Local Model

Liu, H., Zhang, W., Liu, F., Wu, H. & Shen, L., 1 Nov 2022, In: IEEE Transactions on Cybernetics. 52, 11, p. 12315-12328 14 p.

Research output: Journal Publication › Article › peer-review

Open Access

19 Citations (Scopus)

FODM: A Framework for Accurate Online Delay Measurement Supporting All Timing Paths in FPGA

Jiang, W., Yu, H., Zhang, H., Shu, Y., Li, R., Chen, J. & Ha, Y., Apr 2022, In: IEEE Transactions on Very Large Scale Integration (VLSI) Systems. 30, 4, p. 502-514 13 p.

Research output: Journal Publication › Article › peer-review

6 Citations (Scopus)

Frequency-driven Imperceptible Adversarial Attack on Semantic Similarity

Luo, C., Lin, Q., Xie, W., Wu, B., Xie, J. & Shen, L., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE Computer Society, p. 15294-15303 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).

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

Open Access

86 Citations (Scopus)

Fully Distributed Adaptive Fault-Tolerant Sliding-Mode Control for Nonlinear Leader-Following Multiagent Systems With ANASs and IQCs

Guo, X. G., Tan, D. C., Ahn, C. K. & Wang, J. L., 1 May 2022, In: IEEE Transactions on Cybernetics. 52, 5, p. 2763-2774 12 p.

Research output: Journal Publication › Article › peer-review

43 Citations (Scopus)

Generalized Embedding Regression: A Framework for Supervised Feature Extraction

Lu, J., Lai, Z., Wang, H., Chen, Y., Zhou, J. & Shen, L., 1 Jan 2022, In: IEEE Transactions on Neural Networks and Learning Systems. 33, 1, p. 185-199 15 p.

Research output: Journal Publication › Article › peer-review

23 Citations (Scopus)

Generating Profiled Diamond Grinding Wheels by 2000 W Fiber Laser: On The Understanding of Laser Ablation Law with High Power and Establishment of a Predictive Model

Rushworth, A. G. A., Xie, K. G., Fang, B. L., Shen, Y. X., Huang, Z. P. & Zhang, X. Y., May 2022, In: International Journal of Advanced Manufacturing Technology. 120, 5-6, p. 3045-3063 19 p.

Research output: Journal Publication › Article › peer-review

4 Citations (Scopus)

Human Activity Recognition Using 3D Orthogonally-projected EfficientNet on Radar Time-Range-Doppler Signature

Wang, Z., Yao, C., Ren, J., Feng, M. & Jiang, X., 2022, 2022 2nd IEEE International Conference on Software Engineering and Artificial Intelligence, SEAI 2022. Institute of Electrical and Electronics Engineers Inc., p. 26-30 5 p. (2022 2nd IEEE International Conference on Software Engineering and Artificial Intelligence, SEAI 2022).

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

Open Access

7 Citations (Scopus)

Hybrid Variation-Aware Network for Angle-Closure Assessment in AS-OCT

Hao, J., Li, F., Hao, H., Fu, H., Xu, Y., Higashita, R., Zhang, X., Liu, J. & Zhao, Y., 1 Feb 2022, In: IEEE Transactions on Medical Imaging. 41, 2, p. 254-265 12 p.

Research output: Journal Publication › Article › peer-review

18 Citations (Scopus)

ICAF: Iterative Contrastive Alignment Framework for Multimodal Abstractive Summarization

Zhang, Z., Shu, C., Chen, Y., Xiao, J., Zhang, Q. & Zheng, L., 2022, 2022 International Joint Conference on Neural Networks, IJCNN 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks; vol. 2022-July).

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

Open Access

6 Citations (Scopus)

IEEE COMPSAC 2022 Co-Located Workshops Summary

Cuzzocrea, A., Kashiwazaki, H., Towey, D. & Yang, J. J., 2022, Proceedings - 2022 IEEE 46th Annual Computers, Software, and Applications Conference, COMPSAC 2022. Va Leong, H., Sarvestani, S. S., Teranishi, Y., Cuzzocrea, A., Kashiwazaki, H., Towey, D., Yang, J.-J. & Shahriar, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. XLVIII-L (Proceedings - 2022 IEEE 46th Annual Computers, Software, and Applications Conference, COMPSAC 2022).

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

Open Access

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)

In-place metamorphic testing and exploration

Zhou, Z. Q., Zhu, J., Chen, T. Y. & Towey, D., 2022, Proceedings - 7th International Workshop on Metamorphic Testing, MET 2022. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. (Proceedings - 7th International Workshop on Metamorphic Testing, MET 2022).

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

1 Citation (Scopus)

Intelligent monitoring for infectious diseases with fuzzy systems and edge computing: A survey

Jiang, Q., Zhou, X., Wang, R., Ding, W., Chu, Y., Tang, S., Jia, X. & Xu, X., Jul 2022, In: Applied Soft Computing Journal. 123, 108835.

Research output: Journal Publication › Article › peer-review

25 Citations (Scopus)

Learning a Model-Driven Variational Network for Deformable Image Registration

Jia, X., Thorley, A., Chen, W., Qiu, H., Shen, L., Styles, I. B., Chang, H. J., Leonardis, A., De Marvao, A., O'Regan, D. P., Rueckert, D. & Duan, J., 1 Jan 2022, In: IEEE Transactions on Medical Imaging. 41, 1, p. 199-212 14 p.

Research output: Journal Publication › Article › peer-review

Open Access

27 Citations (Scopus)

Level of automation (LOA) in aerospace composite manufacturing: present status and future directions towards industry 4.0

Jayasekara, D., Lai, N. Y. G., Wong, K. H., Pawar, K. & Zhu, Y., Jan 2022, In: Journal of Manufacturing Systems. 62, p. 44-61 18 p.

Research output: Journal Publication › Article › peer-review

33 Citations (Scopus)

Memorizing Structure-Texture Correspondence for Image Anomaly Detection

Zhou, K., Li, J., Xiao, Y., Yang, J., Cheng, J., Liu, W., Luo, W., Liu, J. & Gao, S., 1 Jun 2022, In: IEEE Transactions on Neural Networks and Learning Systems. 33, 6, p. 2335-2349 15 p.

Research output: Journal Publication › Article › peer-review

39 Citations (Scopus)

MVE-FLK: A multi-task legal judgment prediction via multi-view encoder fusing legal keywords

Yang, S., Tong, S., Zhu, G., Cao, J., Wang, Y., Xue, Z., Sun, H. & Wen, Y., 5 Mar 2022, In: Knowledge-Based Systems. 239, 107960.

Research output: Journal Publication › Article › peer-review

18 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)

Polyphonic Sound Event Detection Using Capsule Neural Network on Multi-Type-Multi-Scale Time-Frequency Representation

Jin, W., Liu, J., Feng, M. & Ren, J., 2022, 2022 2nd IEEE International Conference on Software Engineering and Artificial Intelligence, SEAI 2022. Institute of Electrical and Electronics Engineers Inc., p. 146-150 5 p. (2022 2nd IEEE International Conference on Software Engineering and Artificial Intelligence, SEAI 2022).

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

Open Access

5 Citations (Scopus)

Proxy-bridged image reconstruction network for anomaly detection in medical images

Gao, S., Zhou, K., Li, J., Luo, W., Li, Z., Yang, J., Fu, H., Cheng, J. & Liu, J., 1 Mar 2022, In: IEEE Transactions on Medical Imaging. 41, 3, p. 582-594 13 p.

Research output: Journal Publication › Article › peer-review

Open Access

27 Citations (Scopus)

Pruning neural networks for inductive conformal prediction

Zhao, X. & Bellotti, A., 2022, In: Proceedings of Machine Learning Research. 179, p. 273-293 21 p.

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

1 Citation (Scopus)

Pulmonary Nodule Detection Based on RPN with Squeeze-and-Excitation Block

Lu, X., Wang, X., Fang, J., Zeng, N., Xiang, Y., Zhang, J., Zheng, J. & Liu, J., 19 Aug 2022, ICCCV 2022 - Proceedings of the 5th International Conference on Control and Computer Vision. Association for Computing Machinery, p. 85-92 8 p. (ACM International Conference Proceeding Series).

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

Open Access

2 Citations (Scopus)

Quality Optimization of Adaptive Applications via Deep Reinforcement Learning in Energy Harvesting Edge Devices

Chen, F., Yu, H., Jiang, W. & Ha, Y., 1 Nov 2022, In: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 41, 11, p. 4873-4886 14 p.

Research output: Journal Publication › Article › peer-review

7 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)

Representing Computational Relations in Knowledge Graphs Using Functional Languages

Qi, Y., Du, H., Farjudian, A. & Zhu, Y., 1 Sept 2022, 15th International Conference on Spatial Information Theory, COSIT 2022. Ishikawa, T., Fabrikant, S. I. & Winter, S. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 29. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 240).

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

Retinal Structure Detection in OCTA Image via Voting-Based Multitask Learning

Hao, J., Shen, T., Zhu, X., Liu, Y., Behera, A., Zhang, D., Chen, B., Liu, J., Zhang, J. & Zhao, Y., 1 Dec 2022, In: IEEE Transactions on Medical Imaging. 41, 12, p. 3969-3980 12 p.

Research output: Journal Publication › Article › peer-review

Open Access

24 Citations (Scopus)

Robust Twin Bounded Support Vector Classifier With Manifold Regularization

Zhang, J., Lai, Z., Kong, H. & Shen, L., 6 Jun 2022, (Published Online) In: IEEE Transactions on Cybernetics. 53, 8, p. 5135-5150 16 p.

Research output: Journal Publication › Article › peer-review

9 Citations (Scopus)

Scene Consistency Representation Learning for Video Scene Segmentation

Wu, H., Chen, K., Luo, Y., Qiao, R., Ren, B., Liu, H., Xie, W. & Shen, L., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE Computer Society, p. 14001-14010 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).

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

Open Access

17 Citations (Scopus)

Social Impact of Smart Environments: Software Engineering Perspectives and Challenges

McDonald, S., Towey, D. & Brusic, V., 2022, 2022 IEEE 46th Annual Computers, Software, and Applications Conference (COMPSAC). Va Leong, H., Sarvestani, S. S., Teranishi, Y., Cuzzocrea, A., Kashiwazaki, H., Towey, D., Yang, J.-J. & Shahriar, H. (eds.). IEEE, p. 1592-1597 6 p. (Proceedings - 2022 IEEE 46th Annual Computers, Software, and Applications Conference, COMPSAC 2022).

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

2 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)

Spatial-temporal interaction learning based two-stream network for action recognition

Liu, T., Ma, Y., Yang, W., Ji, W., Wang, R. & Jiang, P., Aug 2022, In: Information Sciences. 606, p. 864-876 13 p.

Research output: Journal Publication › Article › peer-review

50 Citations (Scopus)

Spectral Representation of Behaviour Primitives for Depression Analysis

Song, S., Jaiswal, S., Shen, L. & Valstar, M., 2022, In: IEEE Transactions on Affective Computing. 13, 2, p. 829-844 16 p.

Research output: Journal Publication › Article › peer-review

Open Access

70 Citations (Scopus)

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