Find Research outputs

2021

Imperceptible adversarial attack with entropy feature and segmentation-based constraint

Li, R., Lin, Q., Fu, Y., Xie, W. & Shen, L., 15 Oct 2021, ICCPR 2021 - Proceedings of 2021 10th International Conference on Computing and Pattern Recognition. Association for Computing Machinery, p. 12-17 6 p. (ACM International Conference Proceeding Series).

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

Intelligent Dynamic Malware Detection using Machine Learning in IP Reputation for Forensics Data Analytics

Usman, N., Usman, S., Khan, F., Jan, M. A., Sajid, A., Alazab, M. & Watters, P., May 2021, In: Future Generation Computer Systems. 118, p. 124-141 18 p.

Research output: Journal Publication › Article › peer-review

112 Citations (Scopus)

Intelligent Handover Triggering Mechanism in 5G Ultra-Dense Networks Via Clustering-Based Reinforcement Learning

Liu, Q., Kwong, C. F., Wei, S., Li, L. & Zhang, S., Feb 2021, In: Mobile Networks and Applications. 26, 1, p. 27-39 13 p.

Research output: Journal Publication › Article › peer-review

Open Access

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26 Citations (Scopus)

69 Downloads (Pure)

Intention progression using quantitative summary information

Yao, Y., Alechina, N., Logan, B. & Thangarajah, J., 2021, 20th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2021. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 1404-1412 9 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 3).

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

3 Citations (Scopus)

Interactive visual computer vision analysis based on artificial intelligence technology in intelligent education

Hu, Y., Li, Q. Q. & Hsu, S. W., 20 Jul 2021, (Published Online) In: Neural Computing and Applications. 34, 12, p. 9315-9333 19 p.

Research output: Journal Publication › Article › peer-review

11 Citations (Scopus)

Learning from Human Uncertainty by Choquet Integral for Optic Disc Segmentation

Qiu, H., Su, P., Jiang, S., Yue, X., Zhao, Y. & Liu, J., 13 Aug 2021, ICCCV 2021 - Proceedings of the 4th International Conference on Control and Computer Vision. Association for Computing Machinery, p. 7-12 6 p. (ACM International Conference Proceeding Series).

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

Open Access

2 Citations (Scopus)

Leveraging Image-Processing Techniques for Empirical Research: Feasibility and Reliability in Online Shopping Context

Wang, M., Li, X. & Chau, P. Y. K., Jun 2021, In: Information Systems Frontiers. 23, 3, p. 607-626 20 p.

Research output: Journal Publication › Article › peer-review

18 Citations (Scopus)

Memristive Quantized Neural Networks: A Novel Approach to Accelerate Deep Learning On-Chip

Zhang, Y., Cui, M., Shen, L. & Zeng, Z., Apr 2021, In: IEEE Transactions on Cybernetics. 51, 4, p. 1875-1887 13 p., 8705375.

Research output: Journal Publication › Article › peer-review

36 Citations (Scopus)

Message from the COMPSAC 2021 workshop chairs

Shahriar, H., Teranishi, Y., Towey, D. & Yang, J. J., Jul 2021, In: Proceedings - 2021 IEEE 45th Annual Computers, Software, and Applications Conference, COMPSAC 2021. p. xlvii-xlviii

Research output: Journal Publication › Editorial

Open Access

Metamorphic testing for block ciphers

Zhang, M., Towey, D., Chen, T. Y. & Zhou, Z. Q., Jul 2021, Proceedings - 2021 IEEE 45th Annual Computers, Software, and Applications Conference, COMPSAC 2021. Chan, W. K., Claycomb, B., Takakura, H., Yang, J.-J., Teranishi, Y., Towey, D., Segura, S., Shahriar, H., Reisman, S. & Ahamed, S. I. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1315-1320 6 p. (Proceedings - 2021 IEEE 45th Annual Computers, Software, and Applications Conference, COMPSAC 2021).

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

Metamorphic testing of fake news detection software

Ma, Y., Towey, D., Chen, T. Y. & Zhou, Z. Q., Jul 2021, Proceedings - 2021 IEEE 45th Annual Computers, Software, and Applications Conference, COMPSAC 2021. Chan, W. K., Claycomb, B., Takakura, H., Yang, J.-J., Teranishi, Y., Towey, D., Segura, S., Shahriar, H., Reisman, S. & Ahamed, S. I. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1508-1513 6 p. (Proceedings - 2021 IEEE 45th Annual Computers, Software, and Applications Conference, COMPSAC 2021).

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

5 Citations (Scopus)

MTKeras: An Automated Metamorphic Testing Platform

Liu, Y., Zhou, Z. Q., Chen, T. Y., Liu, Y. & Towey, D., 1 Sept 2021, In: International Journal of Software Engineering and Knowledge Engineering. 31, 09, p. 1235-1249 15 p.

Research output: Journal Publication › Article › peer-review

1 Citation (Scopus)

Multi-cue based 3D residual network for action recognition

Zong, M., Wang, R., Chen, Z., Wang, M., Wang, X. & Potgieter, J., May 2021, In: Neural Computing and Applications. 33, 10, p. 5167-5181 15 p.

Research output: Journal Publication › Article › peer-review

12 Citations (Scopus)

Multi-cue based four-stream 3D ResNets for video-based action recognition

Wang, L., Yuan, X., Zong, M., Ma, Y., Ji, W., Liu, M. & Wang, R., Oct 2021, In: Information Sciences. 575, p. 654-665 12 p.

Research output: Journal Publication › Article › peer-review

23 Citations (Scopus)

Multi-frame feature-fusion-based model for violence detection

Asad, M., Yang, J., He, J., Shamsolmoali, P. & He, X., Jun 2021, In: Visual Computer. 37, 6, p. 1415-1431 17 p.

Research output: Journal Publication › Article › peer-review

57 Citations (Scopus)

Multimedia Meets Archaeology: A Novel Interdisciplinary Teaching Approach

Zhang, X., Wei, J., Ye, S., Xiao, Z., Hu, Y., Tang, J. & Liu, J., 2021, Proceedings - 2021 IEEE Frontiers in Education Conference, FIE 2021. Institute of Electrical and Electronics Engineers Inc., (Proceedings - Frontiers in Education Conference, FIE; vol. 2021-October).

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

Nighttime image dehazing based on Retinex and dark channel prior using Taylor series expansion

Tang, Q., Yang, J., He, X., Jia, W., Zhang, Q. & Liu, H., Jan 2021, In: Computer Vision and Image Understanding. 202, 103086.

Research output: Journal Publication › Article › peer-review

Open Access

53 Citations (Scopus)

Novelty Detection and Online Learning for Chunk Data Streams

Wang, Y., Ding, Y., He, X., Fan, X., Lin, C., Li, F., Wang, T., Luo, Z. & Luo, J., 1 Jul 2021, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 43, 7, p. 2400-2412 13 p., 8955936.

Research output: Journal Publication › Article › peer-review

18 Citations (Scopus)

One-Class Fingerprint Presentation Attack Detection Using Auto-Encoder Network

Liu, F., Liu, H., Zhang, W., Liu, G. & Shen, L., 2021, In: IEEE Transactions on Image Processing. 30, p. 2397-2407 11 p., 9335499.

Research output: Journal Publication › Article › peer-review

35 Citations (Scopus)

Online Refinement of Low-level Feature Based Activation Map for Weakly Supervised Object Localization

Xie, J., Luo, C., Zhu, X., Jin, Z., Lu, W. & Shen, L., 2021, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021. Institute of Electrical and Electronics Engineers Inc., p. 132-141 10 p. (Proceedings of the IEEE International Conference on Computer Vision).

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

Open Access

62 Citations (Scopus)

On the Memory Mechanism of Tensor-Power Recurrent Models

Qiu, H., Li, C., Weng, Y., Sun, Z., He, X. & Zhao, Q., 2021, In: Proceedings of Machine Learning Research. 130, p. 3682-3690 9 p.

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

5 Citations (Scopus)

Personality Recognition by Modelling Person-specific Cognitive Processes using Graph Representation

Shao, Z., Song, S., Jaiswal, S., Shen, L., Valstar, M. & Gunes, H., 17 Oct 2021, MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 357-366 10 p. (MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia).

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

Open Access

32 Citations (Scopus)

Preface

Liu, J., 13 Aug 2021, In: ACM International Conference Proceeding Series. p. VI

Research output: Journal Publication › Editorial

Preface

Liu, J. & Pun, C. M., 13 Aug 2021, In: ACM International Conference Proceeding Series. p. VI

Research output: Journal Publication › Editorial

Presence and Communication in Hybrid Virtual and Augmented Reality Environments

Li, Y., Ch’ng, E., Cobb, S. & See, S., 22 Dec 2021, In: Presence: Teleoperators and Virtual Environments. 28, p. 29-52 24 p.

Research output: Journal Publication › Article › peer-review

Open Access

13 Citations (Scopus)

Real-Time Kinematics of Continuum Robots: Modelling and Validation

Barrientos-Diez, J., Dong, X., Axinte, D. & Kell, J., Feb 2021, In: Robotics and Computer-Integrated Manufacturing. 67, 102019.

Research output: Journal Publication › Article › peer-review

53 Citations (Scopus)

Reinforcement learning-based joint self-optimisation method for the fuzzy logic handover algorithm in 5G HetNets

Liu, Q., Kwong, C. F., Wei, S., Zhou, S., Li, L. & Kar, P., 15 Nov 2021, (Published Online) In: Neural Computing and Applications. 35, 10, p. 7297-7313 17 p.

Research output: Journal Publication › Article › peer-review

Open Access

3 Citations (Scopus)

Remote software development: A student-staff collaboration to build a showcase platform for non-traditional digital artefacts

Towey, D., Ferdinand, K., Hadian, G. S., Halim, I. C., Im, A. U. K., Thenara, J. M., Wong, P. & Wu, L. K., Jul 2021, Proceedings - 2021 IEEE 45th Annual Computers, Software, and Applications Conference, COMPSAC 2021. Chan, W. K., Claycomb, B., Takakura, H., Yang, J.-J., Teranishi, Y., Towey, D., Segura, S., Shahriar, H., Reisman, S. & Ahamed, S. I. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1125-1130 6 p. (Proceedings - 2021 IEEE 45th Annual Computers, Software, and Applications Conference, COMPSAC 2021).

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

1 Citation (Scopus)

Robust multi-view continuous subspace clustering

Ma, J., Wang, R., Ji, W., Zhao, J., Zong, M. & Gilman, A., Oct 2021, In: Pattern Recognition Letters. 150, p. 306-312 7 p.

Research output: Journal Publication › Article › peer-review

5 Citations (Scopus)

ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model

Ma, Y., Hao, H., Xie, J., Fu, H., Zhang, J., Yang, J., Wang, Z., Liu, J., Zheng, Y. & Zhao, Y., Mar 2021, In: IEEE Transactions on Medical Imaging. 40, 3, p. 928-939 12 p., 9284503.

Research output: Journal Publication › Article › peer-review

Open Access

225 Citations (Scopus)

rPPG-based spoofing detection for face mask attack using efficientnet on weighted spatial-temporal representation

Yao, C., Wang, S., Zhang, J., He, W., Du, H., Ren, J., Bai, R. & Liu, J., 2021, 2021 IEEE International Conference on Image Processing, ICIP 2021 - Proceedings. IEEE Computer Society, p. 3872-3876 5 p. (Proceedings - International Conference on Image Processing, ICIP; vol. 2021-September).

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

20 Citations (Scopus)

Self-attention based Text Knowledge Mining for Text Detection

Wan, Q., Ji, H. & Shen, L., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 5979-5988 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

45 Citations (Scopus)

Self-supervised learning based phone-fortified speech enhancement

Qiu, Y., Wang, R., Singh, S., Ma, Z. & Hou, F., 2021, 22nd Annual Conference of the International Speech Communication Association, INTERSPEECH 2021. International Speech Communication Association, p. 2793-2797 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH; vol. 4).

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

3 Citations (Scopus)

Sensitivity about inventory leanness

Chakrabarty, S. & Wang, L., 23 Feb 2021, In: Journal of Manufacturing Technology Management. 32, 2, p. 376-399 24 p.

Research output: Journal Publication › Article › peer-review

11 Citations (Scopus)

SSFlow: Style-guided Neural Spline Flows for Face Image Manipulation

Liang, H., Hou, X. & Shen, L., 17 Oct 2021, MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 79-87 9 p. (MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia).

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

6 Citations (Scopus)

Structure and Illumination Constrained GAN for Medical Image Enhancement

Ma, Y., Liu, J., Liu, Y., Fu, H., Hu, Y., Cheng, J., Qi, H., Wu, Y., Zhang, J. & Zhao, Y., 1 Dec 2021, In: IEEE Transactions on Medical Imaging. 40, 12, p. 3955-3967 13 p.

Research output: Journal Publication › Article › peer-review

Open Access

122 Citations (Scopus)

Surrogate network-based sparseness hyper-parameter optimization for deep expression recognition

Xie, W., Chen, W., Shen, L., Duan, J. & Yang, M., Mar 2021, In: Pattern Recognition. 111, 107701.

Research output: Journal Publication › Article › peer-review

19 Citations (Scopus)

SWFC-ART: A cost-effective approach for Fixed-Size-Candidate-Set Adaptive Random Testing through small world graphs

Ashfaq, M., Huang, R., Towey, D., Omari, M., Yashunin, D., Kudjo, P. K. & Zhang, T., Oct 2021, In: Journal of Systems and Software. 180, 111008.

Research output: Journal Publication › Article › peer-review

Open Access

5 Citations (Scopus)

Task-oriented optimal dimensional synthesis of robotic manipulators with limited mobility

Russo, M., Raimondi, L., Dong, X., Axinte, D. & Kell, J., Jun 2021, In: Robotics and Computer-Integrated Manufacturing. 69, 102096.

Research output: Journal Publication › Article › peer-review

Open Access

41 Citations (Scopus)

The Role of Spatial Alignment in Multimodal Medical Image Fusion Using Deep Learning for Diagnostic Problems

Wang, X., Shu, K., Kuang, H., Luo, S., Jin, R. & Liu, J., 13 Aug 2021, Proceedings of the 2021 3rd International Conference on Intelligent Medicine and Health, ICIMH 2021. Association for Computing Machinery, p. 40-46 7 p. (ACM International Conference Proceeding Series).

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

2 Citations (Scopus)

Think about Boundary: Fusing Multi-level Boundary Information for Landmark Heatmap Regression

Xie, J., Wan, J., Shen, L. & Lai, Z., 2021.

Research output: Contribution to conference › Paper › peer-review

Open Access

1 Citation (Scopus)

Tool wear in ultrasonic vibration–assisted drilling of CFRP: a comparison with conventional drilling

Huang, W., Cao, S., Li, H. N., Zhou, Q., Wu, C., Zhu, D. & Zhuang, K., Jul 2021, In: International Journal of Advanced Manufacturing Technology. 115, 5-6, p. 1809-1820 12 p.

Research output: Journal Publication › Article › peer-review

29 Citations (Scopus)

Transfer learning for fine-grained entity typing

Hou, F., Wang, R. & Zhou, Y., Apr 2021, In: Knowledge and Information Systems. 63, 4, p. 845-866 22 p.

Research output: Journal Publication › Article › peer-review

8 Citations (Scopus)

Two-dimensional jointly sparse robust discriminant regression

Lai, Z., Yu, Z., Kong, H. & Shen, L., Oct 2021, In: Signal Processing: Image Communication. 98, 116391.

Research output: Journal Publication › Article › peer-review

1 Citation (Scopus)

Underwater Species Detection using Channel Sharpening Attention

Jiang, L., Wang, Y., Jia, Q., Xu, S., Liu, Y., Fan, X., Li, H., Liu, R., Xue, X. & Wang, R., 17 Oct 2021, MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 4259-4267 9 p. (MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia).

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

50 Citations (Scopus)

Using metamorphic relations to verify and enhance Artcode classification

Xu, L., Towey, D., French, A. P., Benford, S., Zhou, Z. Q. & Chen, T. Y., Dec 2021, In: Journal of Systems and Software. 182, 111060.

Research output: Journal Publication › Article › peer-review

Open Access

9 Citations (Scopus)

Visualization of reactor core based on triangular mesh method

Lu, W., Yuan, G., Yang, H., Yang, H., Zhao, X. & Zhang, Q., 2021, In: Intelligent Automation and Soft Computing. 30, 2, p. 689-699 11 p.

Research output: Journal Publication › Article › peer-review

Open Access

2 Citations (Scopus)

WaveCNet: Wavelet Integrated CNNs to Suppress Aliasing Effect for Noise-Robust Image Classification

Li, Q., Shen, L., Guo, S. & Lai, Z., 2021, In: IEEE Transactions on Image Processing. 30, p. 7074-7089 16 p., 9508165.

Research output: Journal Publication › Article › peer-review

Open Access

83 Citations (Scopus)

What influences the purchase of virtual gifts in live streaming in China? A cultural context-sensitive model

Guan, Z., Hou, F., Li, B., Phang, C. W. & Chong, A. Y. L., 20 Sept 2021, In: Information Systems Journal. 32, 3, p. 653-689 37 p.

Research output: Journal Publication › Article › peer-review

91 Citations (Scopus)

You Get What You Focus on: A Weighting Factor for IoU-based Regression Loss

Gu, X., Gao, C., Lu, Z. & Cui, T., 18 Jul 2021, IJCNN 2021 - International Joint Conference on Neural Networks, Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks; vol. 2021-July).

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

6 Citations (Scopus)

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