Find Research outputs

2022

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)

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)

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)

StrokePEO: Construction of a Clinical Ontology for Physical Examination of Stroke

Gu, Z., Yang, X., Jia, W., Xu, C., Yu, P., He, X., Chen, H. & Lin, Y., 2022, Proceedings - 2022 9th International Conference on Digital Home, ICDH 2022. Wang, R.-M., Luo, Z.-X., Yin, B.-C. & Tan, J.-Q. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 218-223 6 p. (Proceedings - 2022 9th International Conference on Digital Home, ICDH 2022).

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

1 Citation (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)

TW-GAN: Topology and width aware GAN for retinal artery/vein classification

Chen, W., Yu, S., Ma, K., Ji, W., Bian, C., Chu, C., Shen, L. & Zheng, Y., Apr 2022, In: Medical Image Analysis. 77, 102340.

Research output: Journal Publication › Article › peer-review

26 Citations (Scopus)

Uncertainty-guided graph attention network for parapneumonic effusion diagnosis

Hao, J., Liu, J., Pereira, E., Liu, R., Zhang, J., Zhang, Y., Yan, K., Gong, Y., Zheng, J., Zhang, J., Liu, Y. & Zhao, Y., Jan 2022, In: Medical Image Analysis. 75, 102217.

Research output: Journal Publication › Article › peer-review

Open Access

22 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

Which One is Better? Self-supervised Temporal Coherence Learning for Skeleton Based Action Recognition

Wu, B., Wu, M., Ji, H. & Shen, L., 2022, 2022 IEEE International Joint Conference on Biometrics, IJCB 2022. Institute of Electrical and Electronics Engineers Inc., (2022 IEEE International Joint Conference on Biometrics, IJCB 2022).

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

多区域融合注意力网络模型下的核性白内障分类

Translated title of the contribution: Nuclear cataract classification based on multi-region fusion attention network modelZhang, X., Xiao, Z., Higashita, R., Chen, W., Hu, Y., Yuan, J. & Liu, J., 16 Mar 2022, In: Journal of Image and Graphics. 27, 3, p. 948-960 13 p.

Research output: Journal Publication › Article › peer-review

5 Citations (Scopus)

生成对抗式网络及其医学影像应用研究综述

Translated title of the contribution: A review of generative adversarial networks and the application in medical imageZhang, Y., Hu, Y., Higashita, R. & Liu, J., 16 Mar 2022, In: Journal of Image and Graphics. 27, 3, p. 687-703 17 p.

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

5 Citations (Scopus)

2021

1D Convolutional Neural Network with Long Short-Term Memory for Human Activity Recognition

Goh, J. X., Lim, K. M. & Lee, C. P., 13 Sept 2021, 3rd IEEE International Conference on Artificial Intelligence in Engineering and Technology, IICAIET 2021. Institute of Electrical and Electronics Engineers Inc., (3rd IEEE International Conference on Artificial Intelligence in Engineering and Technology, IICAIET 2021).

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

9 Citations (Scopus)

A 3D CNN-based Multi-task Learning for Cataract screening and left and right eye classification on 3D AS-OCT images

Xiao, Z., Zhang, X., Higashita, R., Chen, W., Yuan, J. & Liu, J., 13 Aug 2021, Proceedings of the 2021 3rd International Conference on Intelligent Medicine and Health, ICIMH 2021. Association for Computing Machinery, p. 1-7 7 p. (ACM International Conference Proceeding Series).

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

2 Citations (Scopus)

A Machine Learning-Based Monitoring System for Attention and Stress Detection for Children with Autism Spectrum Disorders

Deng, L., Rattadilok, P. & Xiong, R., 13 Aug 2021, Proceedings of the 2021 3rd International Conference on Intelligent Medicine and Health, ICIMH 2021. Association for Computing Machinery, p. 23-29 7 p. (ACM International Conference Proceeding Series).

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

11 Citations (Scopus)

A Multi-Scale Self-Attention Network for Diabetic Retinopathy Retrieval

Zeng, M., Fang, J., Miao, H., Zhang, T. & Liu, J., 13 Aug 2021, ICCCV 2021 - Proceedings of the 4th International Conference on Control and Computer Vision. Association for Computing Machinery, p. 101-106 6 p. (ACM International Conference Proceeding Series).

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

An easy-to-use deep-learning model for highly accurate diagnosis of Parkinson's disease using SPECT images

Mohammed, F., He, X. & Lin, Y., Jan 2021, In: Computerized Medical Imaging and Graphics. 87, 101810.

Research output: Journal Publication › Article › peer-review

27 Citations (Scopus)

An Efficient Follow-the-Leader Strategy for Continuum Robot Navigation and Coiling

Mohammad, A., Russo, M., Fang, Y., Dong, X., Axinte, D. & Kell, J., Oct 2021, In: IEEE Robotics and Automation Letters. 6, 4, p. 7493-7500 8 p., 9484758.

Research output: Journal Publication › Article › peer-review

Open Access

44 Citations (Scopus)

Angle-closure assessment in anterior segment OCT images via deep learning

Hao, H., Zhao, Y., Yan, Q., Higashita, R., Zhang, J., Zhao, Y., Xu, Y., Li, F., Zhang, X. & Liu, J., Apr 2021, In: Medical Image Analysis. 69, 101956.

Research output: Journal Publication › Article › peer-review

Open Access

40 Citations (Scopus)

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)

An Iterative Deviation-based Ranking Method to Evaluate User Reputation in Online Rating Systems

Huang, J. T., Sun, H. L., Chen, X. F., Liu, X. L. & Cao, J., 23 Jul 2021, 2021 4th International Conference on Data Science and Information Technology, DSIT 2021. Association for Computing Machinery, p. 15-21 7 p. (ACM International Conference Proceeding Series).

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

4 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 size adaptive neural network for nucleus segmentation

Shu, J., Gao, Q., Guan, Y. & Zhang, Q., 26 Feb 2021, 2021 5th International Conference on Digital Signal Processing, ICDSP 2021. Association for Computing Machinery, p. 315-319 5 p. (ACM International Conference Proceeding Series).

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

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)

Beyond a binary of (non)racist tweets: A four-dimensional categorical detection and analysis of racist and xenophobic opinions on Twitter in early Covid-19

Pei, X. & Mehta, D., 2021, Proceedings - 2021 IEEE International Conference on Big Data, Big Data 2021. Chen, Y., Ludwig, H., Tu, Y., Fayyad, U., Zhu, X., Hu, X. T., Byna, S., Liu, X., Zhang, J., Pan, S., Papalexakis, V., Wang, J., Cuzzocrea, A. & Ordonez, C. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2510-2515 6 p. (Proceedings - 2021 IEEE International Conference on Big Data, Big Data 2021).

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

Open Access

CS²-Net: Deep learning segmentation of curvilinear structures in medical imaging

Mou, L., Zhao, Y., Fu, H., Liu, Y., Cheng, J., Zheng, Y., Su, P., Yang, J., Chen, L., Frangi, A. F., Akiba, M. & Liu, J., Jan 2021, In: Medical Image Analysis. 67, 101874.

Research output: Journal Publication › Article › peer-review

Open Access

273 Citations (Scopus)

Curve based fast detail enhancement for biomedical images

Fei, R., Weng, Y., Zhang, Y. & Lund, J., 2021, VISAPP. Farinella, G. M., Radeva, P., Braz, J. & Bouatouch, K. (eds.). SciTePress, p. 337-343 7 p. (VISIGRAPP 2021 - Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications; vol. 4).

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

1 Citation (Scopus)

Deep triplet hashing network for case-based medical image retrieval

Fang, J., Fu, H. & Liu, J., Apr 2021, In: Medical Image Analysis. 69, 101981.

Research output: Journal Publication › Article › peer-review

Open Access

46 Citations (Scopus)

Dense Encoder-Decoder–Based Architecture for Skin Lesion Segmentation

Qamar, S., Ahmad, P. & Shen, L., Mar 2021, In: Cognitive Computation. 13, 2, p. 583-594 12 p.

Research output: Journal Publication › Article › peer-review

42 Citations (Scopus)

Depth aware image dehazing

Yang, F. & Zhang, Q., 19 Mar 2021, (Published Online) In: Visual Computer. 38, 5, p. 1579-1587 9 p.

Research output: Journal Publication › Article › peer-review

13 Citations (Scopus)

Design and Optimization of BLDC Machine for Bidirectional Impeller Pump

Xiang, P., Yan, L., Tian, D., Wei, X., He, Z., Dong, Z. & Gerada, C., 1 Aug 2021, Proceedings of the 16th IEEE Conference on Industrial Electronics and Applications, ICIEA 2021. Institute of Electrical and Electronics Engineers Inc., p. 2146-2150 5 p. (Proceedings of the 16th IEEE Conference on Industrial Electronics and Applications, ICIEA 2021).

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

4 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)

Effect of Sensory-based Technologies on Atypical Sensory Responses of Children with Autism Spectrum Disorder: A Systematic Review

Deng, L., Rattadilok, P., Saputra Hadian, G. & Liu, H., 21 Aug 2021, ICSET 2021 - 2021 5th International Conference on E-Society, E-Education and E-Technology. Association for Computing Machinery, p. 208-218 11 p. (ACM International Conference Proceeding Series).

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

1 Citation (Scopus)

Estimation of Transverse Natural Frequencies of a Rotor System Using the Rayleigh-Ritz Method with the Gram-Schmidt Orthogonalization

Ran, L., Halim, D., Thein, C. K. & Galea, M., 3 Dec 2021, Proceedings - 2021 International Conference on Mechanical, Aerospace and Automotive Engineering, CMAAE 2021. New York: Association for Computing Machinery, p. 132-137 6 p. (ACM International Conference Proceeding Series).

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

Experimental Investigation into the Effect of Coupling on Transverse Vibration Characteristics of a Rotor System

Ran, L., Halim, D., Thein, C. K. & Galea, M., 3 Dec 2021, Proceedings - 2021 International Conference on Mechanical, Aerospace and Automotive Engineering, CMAAE 2021. Association for Computing Machinery, p. 138-143 6 p. (ACM International Conference Proceeding Series).

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

1 Citation (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)

Fault tolerant control strategy based on model predictive control and unscented Kalman filter for permanent magnet synchronous motor

Aboelhassan, A., El Sayed, W., Hebala, A., Galea, M. & Bozhko, S., 1 Aug 2021, Proceedings of the 16th IEEE Conference on Industrial Electronics and Applications, ICIEA 2021. Institute of Electrical and Electronics Engineers Inc., p. 153-159 7 p. (Proceedings of the 16th IEEE Conference on Industrial Electronics and Applications, ICIEA 2021).

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

Open Access

9 Citations (Scopus)

FS-Net: Fast Shape-based Network for Category-Level 6D Object Pose Estimation with Decoupled Rotation Mechanism

Chen, W., Jia, X., Chang, H. J., Duan, J., Shen, L. & Leonardis, A., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 1581-1590 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

Open Access

148 Citations (Scopus)

Group-wise Inhibition based Feature Regularization for Robust Classification

Liu, H., Wu, H., Xie, W., Liu, F. & Shen, L., 2021, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021. Institute of Electrical and Electronics Engineers Inc., p. 468-476 9 p. (Proceedings of the IEEE International Conference on Computer Vision).

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

Open Access

10 Citations (Scopus)

Herb Classification with Convolutional Neural Network

Tan, J. W., Lim, K. M. & Lee, C. P., 13 Sept 2021, 3rd IEEE International Conference on Artificial Intelligence in Engineering and Technology, IICAIET 2021. Institute of Electrical and Electronics Engineers Inc., (3rd IEEE International Conference on Artificial Intelligence in Engineering and Technology, IICAIET 2021).

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

4 Citations (Scopus)

High Quality Facial Data Synthesis and Fusion for 3D Low-quality Face Recognition

Lin, S., Jiang, C., Liu, F. & Shen, L., 4 Aug 2021, 2021 IEEE International Joint Conference on Biometrics, IJCB 2021. Institute of Electrical and Electronics Engineers Inc., 9484339. (2021 IEEE International Joint Conference on Biometrics, IJCB 2021).

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

16 Citations (Scopus)

Identify Spammers in Rating Systems Using Multi-layer Graph Convolutional Network

Huang, J. T., Sun, H. L., Cao, J. & Yi, L., 14 Dec 2021, Proceedings of 2021 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology Workshops and Special Sessions, WI-IAT 2021. Gao, X., Huang, G., Cao, J., Cao, J. & Deng, K. (eds.). Association for Computing Machinery, p. 340-346 7 p. (ACM International Conference Proceeding Series).

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

2 Citations (Scopus)

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 flow control algorithm for microservice system

Li, Y., Zhang, Y., Zhou, Z. & Shen, L., 2021, In: Cognitive Computation and Systems. 3, 3, p. 276-285 10 p.

Research output: Journal Publication › Article › peer-review

Open Access

1 Citation (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)

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)

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)

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)

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)

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