Loughborough University
Leicestershire, UK
LE11 3TU
+44 (0)1509 263171
Loughborough University

Loughborough University Research Publications


Publications for Hui Fang

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Journal Articles

Feng, J, Hao, E, Du, Y, Zhang, J, Ding, Y, Fang, H (2024) Fourier Transform-Based U-Shaped Network for Single Image Motion Deblrring, IEEE Access, 12, pp.12745-12759, DOI: 10.1109/ACCESS.2024.3354977.

Al-Banna, A-K, Fang, H, Edirisinghe, E (2023) A novel attention model across heterogeneous features for stuttering event detection, Expert Systems with Applications, 244, 122967, ISSN: 0957-4174. DOI: 10.1016/j.eswa.2023.122967.

Guo, K, Chen, T, Ren, S, Hu, B, Wu, Z, Guo, S, Fang, H (2023) ReE3D: boosting novel view synthesis for monocular images using residual encoders, IEEE Transactions on Multimedia, ISSN: 1520-9210. DOI: 10.1109/TMM.2023.3347642.

Ye, J, Ren, P, Xue, Y, Fang, H, Ji, Z (2023) Fast aging-aware timing analysis framework with temporal-spatial graph neural network, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, ISSN: 0278-0070. DOI: 10.1109/TCAD.2023.3346298.

Yang, W, Shao, S, Yang, Y, Liu, X, Liu, X, Xia, Z, Schaefer, G, Fang, H (2023) Watermarking in secure federated learning: a verification framework based on client-side backdooring, ACM Transactions on Intelligent Systems and Technology, 15(1), pp.1-25, ISSN: 2157-6904. DOI: 10.1145/3630636.

Wu, Z, Zhu, F, Guo, K, Sheng, R, Chao, L, Fang, H (2023) Modal adaptive super-resolution for medical images via continual learning, Signal Processing, 217, 109342, ISSN: 0165-1684. DOI: 10.1016/j.sigpro.2023.109342.

Liu, X, Liu, Y, Zheng, Y, Yang, T, Zhang, J, Wang, V, Fang, H (2023) Semantics-guided generative diffusion model with a 3DMM model condition for face swapping, Computer Graphics Forum, 42(7), e14949, ISSN: 0167-7055. DOI: 10.1111/cgf.14949.

Hua, Y, Sui, J, Fang, H, Hu, C, Yi, D (2023) Domain-adapted driving scene understanding with uncertainty-aware and diversified generative adversarial networks, CAAI Transactions on Intelligence Technology, DOI: 10.1049/cit2.12257.

Zhang, H, Sun, Y, Liu, Z, Liu, Q, Liu, X, Jiang, M, Schaefer, G, Fang, H (2023) Heterogeneous attention based transformer for sign language translation, Applied Soft Computing, 144, 110526, ISSN: 1568-4946. DOI: 10.1016/j.asoc.2023.110526.

Zhao, Z, Murphy, D, Gifford, H, Williams, S, Darlington, A, Relton, S, Fang, H, Wong, DC (2023) Erratum: Analysis of an adaptive lead weighted ResNet for multiclass classification of 12-Lead ECGs (Physiol. Meas. (2022) 43 (034001) DOI: 10.1088/1361-6579/ac5b4a, Physiological Measurement, 44(6), ISSN: 0967-3334. DOI: 10.1088/1361-6579/acdb48.

Zhu, X, Guo, K, Qiu, T, Fang, H, Wu, Z, Tan, X, Liu, C (2023) Stereoscopic image super-resolution with interactive memory learning, Expert Systems with Applications, 227, 120143, ISSN: 0957-4174. DOI: 10.1016/j.eswa.2023.120143.

Feng, J, Zhang, G, Li, X, Ding, Y, Liu, Z, Pan, C, Deng, S, Fang, H (2023) A compositional transformer based autoencoder for image style transfer, Electronics, 12(5), 1184, DOI: 10.3390/electronics12051184.

Qin, J, Gao, F, Wang, Z, Wong, D, Zhao, Z, Relton, S, Fang, H (2023) A novel temporal generative adversarial network for electrocardiography anomaly detection, Artificial Intelligence in Medicine, 136, 102489, ISSN: 0933-3657. DOI: 10.1016/j.artmed.2023.102489.

Yuan, C, Schaefer, G, Lai, Y-K, Wang, Y, Liu, X, Guan, L, Fang, H (2023) A multi-strategy contrastive learning framework for weakly supervised semantic segmentation, Pattern Recognition, 137(2023), 109298, ISSN: 0031-3203. DOI: 10.1016/j.patcog.2022.109298.

Tian, J-Y, Wang, Z-M, Fang, H, Chen, L-M, Qin, J, Chen, J, Wang, Z-H (2022) Few-shot learning-based network intrusion detection through an enhanced parallelized triplet network, Security and Communication Networks, 2022, 3317048, ISSN: 1939-0114. DOI: 10.1155/2022/3317048.

Qin, J, Liu, T, Wang, Z, Liu, L, Fang, H (2022) GCT-UNET: U-Net image segmentation model for a small sample of adherent bone marrow cells based on a gated channel transform module, Electronics, 11(22), 3755, DOI: 10.3390/electronics11223755.

Rydow, E, Borgo, R, Fang, H, Torsney-Weir, T, Swallow, B, Porphyre, T, Turkay, C, Chen, M (2022) Development and evaluation of two approaches of visual sensitivity analysis to support epidemiological modeling, IEEE Transactions on Visualization and Computer Graphics, 29(1), pp.1255-1265, ISSN: 1077-2626. DOI: 10.1109/tvcg.2022.3209464.

Dykes, J, Abdul-Rahman, A, Archambault, D, Bach, B, Borgo, R, Chen, M, Enright, J, Fang, H, Firat, EE, Freeman, E, Gönen, T, Harris, C, Jianu, R, John, NW, Khan, S, Lahif, A, Laramee, RS, Matthews, L, Mohr, S, Nguyen, PH, Rahat, AAM, Reeve, R, Ritsos, PD, Roberts, JC, Slingsby, A, Swallow, B, Torsney-Weir, T, Turkay, C, Turner, R, Vidal, FP, Wang, Q, Wood, J, Xu, K (2022) Correction to: ‘Visualization for epidemiological modelling: challenges, solutions, reflections and recommendations’ (2022) by Dykes et al, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 380(2235), 20220296, ISSN: 1364-503X. DOI: 10.1098/rsta.2022.0296.

Dykes, J, Abdul-Rahman, A, Archambault, D, Bach, B, Borgo, R, Chen, M, Enright, J, Fang, H, Firat, EE, Freeman, E, Gonen, T, Harris, C, Jianu, R, John, N, Khan, S, Lahiff, A, Laramee, R, Matthews, L, Mohr, S, Nguyen, PH, Rahat, AAM, Reeve, R, Ritsos, PD, Roberts, JC, Slingsby, A, Swallow, B, Torsney-Weir, T, Turkay, C, Turner, R, Vidal, FP, Wang, Q, Wood, J, Xu, K (2022) Visualization for epidemiological modelling: challenges, solutions, reflections and recommendations, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 380(2233), ISSN: 1364-503X. DOI: 10.1098/rsta.2021.0299.

Liu, X, Ma, Z, Chen, Z, Li, F, Jiang, M, Schaefer, G, Fang, H (2022) Hiding multiple images into a single image via joint compressive autoencoders, Pattern Recognition, 131, 108842, ISSN: 0031-3203. DOI: 10.1016/j.patcog.2022.108842.

Zhang, D, Gu, C, Fang, H, Ji, C, Zhang, X (2022) Multi-strategy hybrid heuristic algorithm for single container weakly heterogeneous loading problem, Computers and Industrial Engineering, 170, 108302, ISSN: 0360-8352. DOI: 10.1016/j.cie.2022.108302.

Dunne, M, Mohammadi, H, Challenor, P, Borgo, R, Porphyre, T, Vernon, I, Firat, EE, Turkay, C, Torsney-Weir, T, Goldstein, M, Reeve, R, Fang, H, Swallow, B (2022) Complex model calibration through emulation, a worked example for a stochastic epidemic model, Epidemics, 39, 100574, ISSN: 1755-4365. DOI: 10.1016/j.epidem.2022.100574.

Liu, X, Zhang, Y, Wang, J, Sun, Y, Zhang, W, Zhou, D, Schaefer, G, Fang, H (2022) Multiple-feature-based zero-watermarking for robust and discriminative copyright protection of DIBR 3D videos, Information Sciences, 604, pp.97-114, ISSN: 0020-0255. DOI: 10.1016/j.ins.2022.05.010.

Wang, W, Jiang, L, Lin, S, Fang, H, Meng, Q (2022) Imitation learning based decision-making for autonomous vehicle control at traffic roundabouts, Multimedia Tools and Applications, 81(28), pp.39873-39889, ISSN: 1380-7501. DOI: 10.1007/s11042-022-12300-9.

Chen, M, Abdul-Rahman, A, Archambault, D, Dykes, J, Ritsos, P, Slingsby, A, Torsney-Weir, T, Turkay, C, Bach, B, Borgo, R, Brett, A, Fang, H, Jianu, R, Khan, S, Laramee, R, Matthews, L, Nguyen, PH, Reeve, R, Roberts, J, Vidal, F, Wang, Q, Wood, J, Xu, K (2022) RAMPVIS: Answering the challenges of building visualisation capabilities for large-scale emergency responses, Epidemics, 39, 100569, ISSN: 1755-4365. DOI: 10.1016/j.epidem.2022.100569.

Al-Banna, A-K, Edirisinghe, E, Fang, H, Hadi, W (2022) Stuttering disfluency detection using machine learning approaches, Journal of Information and Knowledge Management, 21(2), ISSN: 0219-6492. DOI: 10.1142/S0219649222500204.

Zhao, Z, Murphy, D, Gifford, H, Williams, S, Darlington, A, Relton, S, Fang, H, Wong, DC (2022) Analysis of an adaptive lead weighted ResNet for multiclass classification of 12-lead ECGs, Physiological Measurement, 43(3), 034001, ISSN: 0967-3334. DOI: 10.1088/1361-6579/ac5b4a.

Liu, X, Zhang, Y, Du, S, Zhang, J, Jiang, M, Fang, H (2022) DIBR zero-watermarking based on invariant feature and geometric rectification, IEEE MultiMedia, 29(3), pp.27-37, ISSN: 1070-986X. DOI: 10.1109/MMUL.2022.3148301.

Liu, C, Ren, P, Zhou, B, Zhang, J, Fang, H, Ji, Z (2021) Investigation on the implementation of stateful minority logic for future in-memory computing, IEEE Access, 9, pp.168648-168655, ISSN: 2169-3536. DOI: 10.1109/access.2021.3134687.

Zou, Q, Yu, J, Fang, H, Qin, J, Zhang, J, Liu, S (2021) Group-based atrous convolution stereo matching network, Wireless Communications and Mobile Computing, 2021, 7386280, ISSN: 1530-8669. DOI: 10.1155/2021/7386280.

Wang, Z, Tian, J, Fang, H, Chen, L, Qin, J (2021) LightLog: A lightweight temporal convolutional network for log anomaly detection on the edge, Computer Networks, 203, 108616, ISSN: 1389-1286. DOI: 10.1016/j.comnet.2021.108616.

Yi, D, Fang, H, Hua, Y, Su, J, Quddus, M, Han, J (2021) Improving synthetic to realistic semantic segmentation with parallel generative ensembles for autonomous urban driving, IEEE Transactions on Cognitive and Developmental Systems, 14(4), pp.1496-1506, ISSN: 2379-8920. DOI: 10.1109/TCDS.2021.3117925.

Wang, Z-M, Tian, J-Y, Qin, J, Fang, H, Chen, L-M (2021) A few-shot learning-based Siamese capsule network for intrusion detection with imbalanced training data, Computational Intelligence and Neuroscience, 2021, 7126913, ISSN: 1687-5265. DOI: 10.1155/2021/7126913.

Gong, Y, Cosma, G, Fang, H (2021) On the limitations of visual-semantic embedding networks for image-to-text information retrieval, Journal of Imaging, 7(8), 125, DOI: 10.3390/jimaging7080125.

Yuan, K, Zhuang, X, Schaefer, G, Feng, J, Guan, L, Fang, H (2021) Deep learning-based multi-spectral satellite image segmentation for water body detection, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14, pp.7422-7434, ISSN: 1939-1404. DOI: 10.1109/JSTARS.2021.3098678.

Zhu, X, Guo, K, Fang, H, Chen, L, Ren, S, Hu, B (2021) Cross view capture for stereo image super-resolution, IEEE Transactions on Multimedia, 24, pp.3074-3086, ISSN: 1520-9210. DOI: 10.1109/TMM.2021.3092571.

Zhu, X, Guo, K, Ren, S, Hu, B, Hu, M, Fang, H (2021) Lightweight image super-resolution with expectation-maximization attention mechanism, IEEE Transactions on Circuits and Systems for Video Technology, 32(3), pp.1273-1284, ISSN: 1051-8215. DOI: 10.1109/TCSVT.2021.3078436.

Xue, F, He, X, Wang, Z, Retamal, JRD, Chai, Z, Jing, L, Zhang, C, Fang, H, Chai, Y, Jiang, T, Zhang, W, Alshareef, HN, Ji, Z, Li, L-J, He, J-H, Zhang, X (2021) Giant ferroelectric resistance switching controlled by a modulatory terminal for low‐power neuromorphic in‐memory computing, Advanced Materials, 33(21), 2008709, ISSN: 0935-9648. DOI: 10.1002/adma.202008709.

Liu, X, Sun, Y, Wang, J, Yang, C, Zhang, Y, Wang, L, Chen, Y, Fang, H (2021) A novel zero-watermarking scheme with enhanced distinguishability and robustness for volumetric medical imaging, Signal Processing: Image Communication, 92, 116124, ISSN: 0923-5965. DOI: 10.1016/j.image.2020.116124.

Williams, S, Fang, H, Relton, SD, Wong, DC, Alam, T, Alty, JE (2020) Accuracy of smartphone video for contactless measurement of hand tremor frequency, Movement Disorders Clinical Practice, 8(1), pp.69-75, ISSN: 2330-1619. DOI: 10.1002/mdc3.13119.

Williams, S, Relton, SD, Fang, H, Alty, J, Qahwaji, R, Graham, CD, Wong, DC (2020) Supervised classification of bradykinesia in Parkinson's disease from smartphone videos, Artificial Intelligence in Medicine, 110, 101966, ISSN: 0933-3657. DOI: 10.1016/j.artmed.2020.101966.

Williams, S, Fang, H, Relton, S, Graham, C, Alty, J (2020) Seeing the unseen: Could Eulerian video magnification aid clinician detection of subclinical Parkinson’s tremor?, Journal of Clinical Neuroscience, 81, pp.101-104, ISSN: 0967-5868. DOI: 10.1016/j.jocn.2020.09.046.

Koh, S, Zhou, B, Fang, H, Yang, P, Yang, Z, Yang, Q, Guan, L, Ji, Z (2020) Real-time deep reinforcement learning based vehicle navigation, Applied Soft Computing, 96, 106694, ISSN: 1568-4946. DOI: 10.1016/j.asoc.2020.106694.

Lin, W, Huang, X, Fang, H, Wang, V, Hua, Y, Wang, J, Yin, H, Yi, D, Yau, L (2020) Blockchain technology in current agricultural systems: from techniques to applications, IEEE Access, 4, pp.1-1, DOI: 10.1109/access.2020.3014522.

Liu, X, Wang, Y, Sun, Z, Wang, L, Zhao, R, Zhu, Y, Zou, B, Zhao, Y, Fang, H (2020) Robust and discriminative zero-watermark scheme based on invariant features and similarity-based retrieval to protect large-scale DIBR 3D videos, Information Sciences, 542, pp.263-285, ISSN: 0020-0255. DOI: 10.1016/j.ins.2020.06.066.

Du, Y, Jing, L, Fang, H, Chen, H, Cai, Y, Wang, R, Zhang, J, Ji, Z (2020) Exploring the impact of random telegraph noise-induced accuracy loss in Resistive RAM-based deep neural network, IEEE Transactions on Electron Devices, 67(8), pp.3335-3340, ISSN: 0018-9383. DOI: 10.1109/TED.2020.3002736.

Williams, S, Zhao, Z, Hafeez, A, Wong, DC, Relton, SD, Fang, H, Alty, JE (2020) The discerning eye of computer vision: Can it measure Parkinson's finger tap bradykinesia?, Journal of the Neurological Sciences, pp.117003-117003, ISSN: 0022-510X. DOI: 10.1016/j.jns.2020.117003.

Behera, A, Matthew, P, Keidel, A, Vangorp, P, Fang, H, Canning, S (2020) Associating Facial Expressions and Upper-Body Gestures with Learning Tasks for Enhancing Intelligent Tutoring Systems, International Journal of Artificial Intelligence in Education, ISSN: 1560-4292. DOI: 10.1007/s40593-020-00195-2.

Liu, X, Lou, J, Fang, H, Chen, Y, Ouyang, P, Wang, Y, Zou, B, Wang, L (2019) A novel robust reversible watermarking scheme for protecting authenticity and integrity of medical images, IEEE Access, pp.1-1, DOI: 10.1109/access.2019.2921894.

Williams, S, Shepherd, S, Fang, H, Alty, J, O'Gorman, P, Graham, CD (2019) Computer vision of smartphone video has potential to detect functional tremor, Journal of the Neurological Sciences, ISSN: 0022-510X. DOI: 10.1016/j.jns.2019.04.016.

Zhan, X, Shen, C, Ji, Z, Chen, J, Fang, H, Guo, F, Zhang, J (2019) A Dual-Point technique for the entire ID-VG characterization into subthreshold region under Random Telegraph Noise condition, IEEE Electron Device Letters, 40(5), pp.674-677, ISSN: 0741-3106. DOI: 10.1109/led.2019.2903516.

Williams, S, Fang, H, Alty, J, Qahwaji, R, Patel, P, Graham, CD (2018) A smartphone camera reveals an ‘invisible’ Parkinsonian tremor: a potential pre-motor biomarker?, Journal of Neurology, 265(12), pp.3017-3018, ISSN: 0340-5354. DOI: 10.1007/s00415-018-9060-z.

Fang, H, Wang, V, Yamaguchi, M (2018) Dissecting deep learning networks—Visualizing mutual information, Entropy, 20(11), pp.823-823, DOI: 10.3390/e20110823.

Fang, H, Walton, S, Delahaye, E, Harris, J, Storchak, DA, Chen, M (2016) Categorical colormap optimization with visualization case studies, IEEE Transactions on Visualization and Computer Graphics, 23(1), pp.871-880, ISSN: 1077-2626. DOI: 10.1109/tvcg.2016.2599214.

Walton, S, Berger, K, Thiyagalingam, J, Duffy, B, Fang, H, Holloway, C, Trefethen, AE, Chen, M (2014) Visualizing Cardiovascular Magnetic Resonance (CMR) imagery: Challenges and opportunities, Progress in Biophysics and Molecular Biology, 115(2-3), pp.349-358, ISSN: 0079-6107. DOI: 10.1016/j.pbiomolbio.2014.07.009.

Chen, M, Walton, S, Berger, K, Thiyagalingam, J, Duffy, B, Fang, H, Holloway, C, Trefethen, AE (2014) Visual Multiplexing, Computer Graphics Forum, 33(3), pp.241-250, ISSN: 0167-7055. DOI: 10.1111/cgf.12380.

Fang, H, Parthalain, NM, Aubrey, AJ, Tam, GKL, Borgo, R, Rosin, PL, Grant, PW, Marshall, D, Chen, M (2014) Facial expression recognition in dynamic sequences: An integrated approach, Pattern Recognition, 47(3), pp.1271-1281, ISSN: 0031-3203. DOI: 10.1016/j.patcog.2013.09.023.

Fang, H, Tam, GK-L, Borgo, R, Aubrey, AJ, Grant, PW, Rosin, PL, Wallraven, C, Cunningham, D, Marshall, D, Min Chen, (2013) Visualizing Natural Image Statistics, IEEE Transactions on Visualization and Computer Graphics, 19(7), pp.1228-1241, ISSN: 1077-2626. DOI: 10.1109/tvcg.2012.312.

Butcher, N, Lander, K, Fang, H, Costen, N (2011) The effect of motion at encoding and retrieval for same‐ and other‐race face recognition, British Journal of Psychology, 102(4), pp.931-942, ISSN: 0007-1269. DOI: 10.1111/j.2044-8295.2011.02060.x.

Tam, GKL, Fang, H, Aubrey, AJ, Grant, PW, Rosin, PL, Marshall, D, Chen, M (2011) Visualization of Time‐Series Data in Parameter Space for Understanding Facial Dynamics, Computer Graphics Forum, 30(3), pp.901-910, ISSN: 0167-7055. DOI: 10.1111/j.1467-8659.2011.01939.x.

Poh, N, Chan, CH, Kittler, J, Marcel, S, Mc Cool, C, Rua, EA, Alba Castro, JL, Villegas, M, Paredes, R, Struc, V, Pavesic, N, Salah, AA, Fang, H, Costen, N (2010) An Evaluation of Video-to-Video Face Verification, IEEE Transactions on Information Forensics and Security, 5(4), pp.781-801, ISSN: 1556-6013. DOI: 10.1109/tifs.2010.2077627.

Fang, H, Jiang, J, Feng, Y (2006) A fuzzy logic approach for detection of video shot boundaries, Pattern Recognition, 39(11), pp.2092-2100, ISSN: 0031-3203. DOI: 10.1016/j.patcog.2006.04.044.

Jiang, J (2004) Low-cost and fast partial decoding of compressed videos, Journal of Electronic Imaging, 13(2), pp.334-334, ISSN: 1017-9909. DOI: 10.1117/1.1669572.



Conferences

Liu, X, Yang, T, Li, J, Li, X, Fang, H (2024) Guided diffusion-based adversarial purification model with denoised prior constraint. In International Joint Conference on Neural Networks; International Joint Conference on Neural Networks, Yokohama, Japan.

Wei, Y, He, H, Schaefer, G, Ji, Z, Wang, Y, Fang, H (2024) Memory-facilitated joint-space shift adaptation in traffic forecasting. In International Joint Conference on Neural Networks; International Joint Conference on Neural Networks, Yokohama, Japan.

Liu, X, Dong, F, Liao, X, Guo, Y, He, J, Zhang, J, Schaefer, G, Fang, H (2024) Multi-strategy adversarial learning for robust face forgery detection under heterogeneous and composite attacks. In 2024 IEEE International Conference on Multimedia and Expo (ICME 2024), Niagara Falls, Canada.

Jing, L, Ding, Y, Gao, Y, Wang, Z, Yan, X, Wang, D, Schaefer, G, Fang, H, Zhao, B, Li, X (2024) HPL-ESS: hybrid pseudo-labeling for unsupervised event-based semantic segmentation. In The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024 (CVPR 2024), Seattle, Washington, USA.

Gonen, T, Xing, Y, Turkay, C, Abdul-Rahman, A, Jianu, R, Fang, H, Freeman, E, Vidal, F, Chen, M (2023) Visual analytics based search-analyze-forecast framework for epidemiological time-series data. In IEEE VIS Workshop on Visualization for Pandemic and Emergency Responses 2023 (Vis4PandEmRes); 2023 IEEE VIS Workshop on Visualization for Pandemic and Emergency Responses (Vis4PandEmRes), Melbourne, Australia, pp.1-7, ISBN: 9798350330267.

Bungay, J, Emokpae, O, Relton, S, Alty, J, Williams, S, Fang, H, Wong, D (2023) Contactless hand tremor amplitude measurement using smartphones: development and pilot evaluation. In 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2023); 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Sydney, Australia,ISBN: 9798350324471. DOI: 10.1109/EMBC40787.2023.10340420.

Jing, L, Xue, Y, Yan, X, Zheng, C, Wang, D, Zhang, R, Wang, Z, Fang, H, Zhao, B, Li, Z (2023) X4D-SceneFormer: Enhanced scene understanding on 4D point cloud videos through cross-modal knowledge transfer. In The 38th Annual AAAI Conference on Artificial Intelligence; Proceedings of the 38th Annual AAAI Conference on Artificial Intelligence, Vancouver, Canada,ISBN: 9781577358800.

Jing, L, Xu, S, Wang, Y, Zhou, Y, Shen, T, Ji, Z, Fang, H, Li, Z, Sun, S (2023) CrossBind: Collaborative cross-modal identification of protein nucleic-acid-binding residues. In The 38th Annual AAAI Conference on Artificial Intelligence; Proceedings of the 38th Annual AAAI Conference on Artificial Intelligence, Vancouver, Canada,ISBN: 9781577358800.

Guo, K, Ding, R, Qiu, T, Zhu, X, Wu, Z, Wang, L, Fang, H (2023) Single domain generalization via unsupervised diversity probe. In 31st ACM International Conference on Multimedia (MM ’23); Proceedings of the 31st ACM International Conference on Multimedia (MM ’23), Ottawa, Canada, pp.2101-2111, ISBN: 9798400701085. DOI: 10.1145/3581783.3612375.

Wang, Y, Deng, S, Yuan, K, Schaefer, G, Liu, X, Fang, H (2023) A novel class activation map for visual explanations in multi-object scenes. In 2023 IEEE International Conference on Image Processing (ICIP 2023); 2023 IEEE International Conference on Image Processing (ICIP), Kuala Lumpur, Malaysia, pp.2615-2619, ISBN: 9781728198354. DOI: 10.1109/ICIP49359.2023.10222000.

Zhang, Y, Li, B, Fang, H, Meng, Q (2023) A multi-modal transformer approach for football event classification. In 2023 IEEE International Conference on Image Processing (ICIP 2023); 2023 IEEE International Conference on Image Processing (ICIP), Kuala Lumpur, Malaysia, pp.2220-2224, ISBN: 9781728198354. DOI: 10.1109/ICIP49359.2023.10223172.

Zhu, X, Guo, K, Fang, H, Ding, R, Wu, Z, Schaefer, G (2023) Gradient-based graph attention for scene text image super-resolution. In 37th AAAI Conference on Artificial Intelligence (AAAI-23); Proceedings of the AAAI Conference on Artificial Intelligence, Washington, DC, USA, pp.3861-3869, DOI: 10.1609/aaai.v37i3.25499.

Ma, Z, Zhu, Y, Luo, G, Liu, X, Schaefer, G, Fang, H (2023) Robust steganography without embedding based on secure container synthesis and iterative message recovery. In Elkind, E (ed) 32nd International Joint Conference on Artificial Intelligence (IJCAI 2023); Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, Macao, S.A.R, pp.4838-4846, ISBN: 9781956792034. DOI: 10.24963/ijcai.2023/538.

Neun, M, Eichenberger, C, Martin, H, Spanring, M, Siripurapu, R, Springer, D, Deng, L, Wu, C, Lian, D, Zhou, M, Lumiste, M, Ilie, A, Wu, X, Lyu, C, Lu, Q-L, Mahajan, V, Lu, Y, Li, J, Li, J, Gong, Y-J, Grötschla, F, Mathys, J, Wei, Y, He, H, Fang, H, Malm, K, Tang, F, Kopp, M, Kreil, D, Hochreiter, S (2023) Traffic4cast at NeurIPS 2022 – Predict dynamics along graph edges from sparse node data: Whole city traffic and ETA from stationary vehicle detectors. In NeurIPS 2022 Competition Track Program; Proceedings of Machine Learning Research (PMLR), Virtual conference, pp.251-278.

Jing, L, Wang, Y, Chen, T, Dora, S, Ji, Z, Fang, H (2022) Towards more efficient few-shot learning based human gesture recognition via dynamic vision sensors. In 33rd British Machine Vision Conference 2022 (BMVC 2022); Proceedings of the British Machine Vision Conference 2022, London, UK.

Liu, X, Ma, Z, Ma, J, Zhang, J, Schaefer, G, Fang, H (2022) Image disentanglement autoencoder for steganography without embedding. In 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR); 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, Louisiana, USA, pp.2293-2302, ISBN: 9781665469463. DOI: 10.1109/CVPR52688.2022.00234.

Zhang, Y, Li, B, Fang, H, Meng, Q (2022) Spectrogram transformers for audio classification. In 2022 IEEE International Conference on Imaging Systems and Techniques (IST); 2022 IEEE International Conference on Imaging Systems and Techniques (IST), Kaohsiung, Taiwan,ISBN: 9781665481021. DOI: 10.1109/IST55454.2022.9827729.

Al-Banna, A-K, Edirisinghe, E, Fang, H (2022) Stuttering detection using atrous convolutional neural networks. In 2022 13th International Conference on Information and Communication Systems (ICICS); 2022 13th International Conference on Information and Communication Systems (ICICS), Irbid, Jordan, pp.252-256, ISBN: 9781665480970. DOI: 10.1109/ICICS55353.2022.9811183.

Zhang, Y, Li, B, Fang, H, Meng, Q (2022) Current advances on deep learning-based human action recognition from videos: a survey. In 20th International Conference on Machine Learning and Applications (ICMLA); 2021 20th IEEE International Conference On Machine Learning And Applications (ICMLA), Pasadena, California, U.S.A, pp.304-311, ISBN: 9781665443371. DOI: 10.1109/ICMLA52953.2021.00054.

Liu, X, Shao, S, Yang, Y, Wu, K, Yang, W, Fang, H (2022) Secured federated learning model verification: A client-side backdoor triggered watermarking scheme. In 2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC); 2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Virtual, pp.2414-2419, ISBN: 9781665442077. DOI: 10.1109/SMC52423.2021.9658998.

Liu, X, Shi, K, Li, A, Zhang, H, Ming, J, Fang, H (2022) A novel information hiding method for H.266/VVC based on selections of luminance transform and chrominance prediction modes. In 2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC); 2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Virtual, pp.3158-3163, ISBN: 9781665442077. DOI: 10.1109/SMC52423.2021.9659244.

Liu, X, Zhang, Y, Du, S, Zhang, J, Jiang, M, Fang, H (2021) Discriminative and geometrically robust zero-watermarking scheme for protecting DIBR 3D videos. In IEEE International Conference on Multimedia and Expo (ICME) 2021; 2021 IEEE International Conference on Multimedia and Expo (ICME), Shenzhen, China (Virtual),ISBN: 9781665438643. DOI: 10.1109/ICME51207.2021.9428270.

Liu, X, Ma, Z, Guo, X, Hou, J, Wang, L, Zhang, J, Schaefer, G, Fang, H (2021) Joint compressive autoencoders for full-image-to-image hiding. In 25th International Conference on Pattern Recognition (ICPR 2020); 2020 25th International Conference on Pattern Recognition (ICPR), Virtual, pp.7743-7750, ISBN: 9781728188089. DOI: 10.1109/ICPR48806.2021.9412702.

Shang, Z, Zhao, Z, Fang, H, Relton, S, Murphy, D, Hancox, Z, Yan, R, Wong, D, IEEE, (2021) Deep Discriminative Domain Generalization with Adversarial Feature Learning for Classifying ECG Signals. In Conference on Computing in Cardiology (CinC); 2021 COMPUTING IN CARDIOLOGY (CINC), Brno, CZECH REPUBLIC. DOI: 10.22489/CinC.2021.095.

Tian, JY, Qin, J, Chen, LM, Fang, H, Wang, ZM (2021) A Novel Method for Network Traffic Prediction Using Residual Mogrifier GRU. In , Proceedings - 2021 IEEE World Congress on Services, SERVICES 2021, pp.47-53, ISBN: 9781665427197. DOI: 10.1109/SERVICES51467.2021.00035.

Zhao, Z, Fang, H, Relton, S, Yan, R, Liu, Y, Li, Z, Qin, J, Wong, D (2020) Adaptive lead weighted ResNet trained with different duration signals for classifying 12-lead ECGs. In 2020 Computing in Cardiology Conference, 2020 Computing in Cardiology Conference (CinC). DOI: 10.22489/cinc.2020.112.

Wang, L, Hou, J, Guo, X, Ma, Z, Liu, X, Fang, H (2020) Micro-expression video clip synthesis method based on spatial-temporal statistical model and motion intensity evaluation function. In 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC); 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Toronto, Canada, pp.211-217, ISBN: 9781728185262. DOI: 10.1109/SMC42975.2020.9283113.

Liu, X, Ma, Z, Guo, X, Hou, J, Schaefer, G, Wang, L, Wang, V, Fang, H (2020) Camouflage generative adversarial network: Coverless full-image-to-image hiding. In 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC); 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC), TORONTO, CANADA, pp.166-172, ISBN: 9781728185262. DOI: 10.1109/SMC42975.2020.9283054.

Mousavirad, SJ, Schaefer, G, Celebi, ME, Fang, H, Liu, X (2020) Colour Quantisation using Human Mental Search and Local Refinement. In IEEE International Conference on Systems, Man, and Cybernetics, Toronto, Canada, pp.3045-3050, DOI: 10.1109/SMC42975.2020.9283370.

Zhao, Z, Fang, H, Williams, S, Relton, S, Alty, J, Wong, D (2020) Time series clustering to examine presence of decrement in Parkinson’s finger-tapping bradykinesia. In 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society; 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Montreal, Canada, pp.780-783, ISBN: 9781728119908. DOI: 10.1109/EMBC44109.2020.9175638.

Mousavirad, SJ, Schaefer, G, Fang, H, Liu, X, Korovin, I (2020) Colour Quantisation by Human Mental Search. In , pp.130-141, ISBN: 9783030539559. DOI: 10.1007/978-3-030-53956-6_12.

Wang, W, Jiang, L, Lin, S, Fang, H, Meng, Q (2020) Deep Learning-Based Decision Making for Autonomous Vehicle at Roundabout. In , pp.134-137, ISBN: 9783030634858. DOI: 10.1007/978-3-030-63486-5_16.

Wong, DC, Relton, SD, Fang, H, Qhawaji, R, Graham, CD, Alty, J, Williams, S (2019) Supervised classification of bradykinesia for Parkinson’s disease diagnosis from smartphone videos. In 2019 IEEE 32nd International Symposium on Computer-Based Medical Systems (CBMS), Cordoba, Spain, pp.32-37, ISBN: 9781728122861. DOI: 10.1109/CBMS.2019.00017.

Koh, SS, Zhou, B, Yang, P, Yang, Z, Fang, H, Feng, J (2019) Reinforcement learning for vehicle route optimization in SUMO. In 2018 IEEE 20th International Conference on High Performance Computing and Communications; IEEE 16th International Conference on Smart City; IEEE 4th International Conference on Data Science and Systems (HPCC/SmartCity/DSS); 2018 IEEE 20th International Conference on High Performance Computing and Communications; IEEE 16th International Conference on Smart City; IEEE 4th International Conference on Data Science and Systems (HPCC/SmartCity/DSS), Exeter, UK, pp.1468-1473, ISBN: 9781538666142. DOI: 10.1109/hpcc/smartcity/dss.2018.00242.

Hewage, P, Anderson, M, Fang, H (2017) An Agile Farm Management Information System Framework for Precision Agriculture. In ICIME 2017: 2017 9th International Conference on Information Management and Engineering, Proceedings of the 9th International Conference on Information Management and Engineering. DOI: 10.1145/3149572.3149583.

Fang, H, Thiyagalingam, J, Bessis, N, Edirisinghe, E (2017) Fast and reliable human action recognition in video sequences by sequential analysis. In International Conference on Image Processing, Proceedings - International Conference on Image Processing, ICIP, Beijing, pp.3973-3977, ISBN: 9781509021758. DOI: 10.1109/ICIP.2017.8297028.

(2017) Message from MT4H 2017 Workshop Chairs. In 2017 14th International Symposium on Pervasive Systems, Algorithms and Networks (ISPAN), 2017 11th International Conference on Frontiers of Computer Science and Technology (FCST), & 2017 Third International Symposium of Creative Computing (ISCC), 2017 14th International Symposium on Pervasive Systems, Algorithms and Networks & 2017 11th International Conference on Frontier of Computer Science and Technology & 2017 Third International Symposium of Creative Computing (ISPAN-FCST-ISCC). DOI: 10.1109/ispan-fcst-iscc.2017.101.

McHale, SA, Pereira, E, Weishmann, U, Hall, M, Fang, H (2017) An IoT Approach to Personalised Remote Monitoring and Management of Epilepsy. In 2017 14th International Symposium on Pervasive Systems, Algorithms and Networks (ISPAN), 2017 11th International Conference on Frontiers of Computer Science and Technology (FCST), & 2017 Third International Symposium of Creative Computing (ISCC), 2017 14th International Symposium on Pervasive Systems, Algorithms and Networks & 2017 11th International Conference on Frontier of Computer Science and Technology & 2017 Third International Symposium of Creative Computing (ISPAN-FCST-ISCC). DOI: 10.1109/ispan-fcst-iscc.2017.34.

Fang, H, Deng, J, Xie, X, Grant, PW (2013) From clamped local shape models to global shape model. In 2013 20th IEEE International Conference on Image Processing (ICIP), 2013 IEEE International Conference on Image Processing. DOI: 10.1109/icip.2013.6738725.

Deng, J, Xie, X, Daubney, B, Fang, H, Grant, PW (2013) Recognizing Conversational Interaction Based on 3D Human Pose. In , pp.138-149, ISBN: 9783319028941. DOI: 10.1007/978-3-319-02895-8_13.

Fang, H, Costen, N, Butcher, N, Lander, K (2012) Modeling the Effect of Motion at Encoding and Retrieval for Same and Other Race Face Recognition. In , pp.184-190, ISBN: 9783642345838. DOI: 10.1007/978-3-642-34584-5_14.

Aubrey, AJ, Tam, GKL, Marshall, D, Rosin, PL, Fang, H, Grant, PW, Chen, M (2010) Comparing feature-based metrics for facial dynamics analysis. In FAA '10: The ACM / SSPNET 2nd International Symposium on Facial Analysis and Animation, Proceedings of the SSPNET 2nd International Symposium on Facial Analysis and Animation. DOI: 10.1145/1924035.1924050.

Fang, H, Grant, P, Chen, M (2010) Discriminant Feature Manifold for Facial Aging Estimation. In 2010 20th International Conference on Pattern Recognition (ICPR), 2010 20th International Conference on Pattern Recognition. DOI: 10.1109/icpr.2010.150.

Fang, H and Costen, N (2009) From Rank-N to Rank-1 Face Recognition Based on Motion Similarity. In British Machine Vision Conference 2009, Procedings of the British Machine Vision Conference 2009. DOI: 10.5244/c.23.74.

Poh, N, Chan, CH, Kittler, J, Marcel, S, Cool, CM, Rúa, EA, Castro, JLA, Villegas, M, Paredes, R, Štruc, V, Pavešić, N, Salah, AA, Fang, H, Costen, N (2009) Face Video Competition. In , pp.715-724, ISBN: 9783642017926. DOI: 10.1007/978-3-642-01793-3_73.

Fang, H, Costen, N, Cristinacce, D, Darby, J (2008) 3D facial geometry recovery via group-wise optical flow. In Gesture Recognition (FG), 2008 8th IEEE International Conference on Automatic Face & Gesture Recognition. DOI: 10.1109/afgr.2008.4813356.

Fang, H, Yin, Y, Jiang, J (2006) A tree-based paradigm for content-based video retrieval and management. In Chang, EY, Hanjalic, A, Sebe, N (ed) Electronic Imaging 2006, SPIE Proceedings. DOI: 10.1117/12.642160.

Hui Fang, Yong Yin, Norhashimah, P, Jianmin Jiang, (2006) A hybrid scheme for temporal video segmentation. In Third IEEE International Workshop on Electronic Design, Test and Applications (DELTA'06). DOI: 10.1109/delta.2006.4.

Feng, Y, Fang, H, Jiang, J (2005) Region growing with automatic seeding for semantic video object segmentation. In , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp.542-549, ISBN: 9783540288336. DOI: 10.1007/11552499_60.

Fang, H and Jiang, J (2004) Predictive-based cross line for fast motion estimation in MPEG-4 videos. In Kehtarnavaz, N and Laplante, PA (ed) Electronic Imaging 2004, SPIE Proceedings. DOI: 10.1117/12.525423.

Fang, H and Costen, NP (Accepted for publication) 3D Face Reconstruction Under Imperfect Tracking Circumstances Using Shape Model Constraints. In , pp.519-528, ISBN: 9783540768555. DOI: 10.1007/978-3-540-76856-2_51.

Norhashimah, P, Hui Fang, Jianmin Jiang, (Accepted for publication) Video extraction in compressed domain. In IEEE Conference on Advanced Video and Signal Based Surveillance. AVSS 2003, Proceedings of the IEEE Conference on Advanced Video and Signal Based Surveillance, 2003.. DOI: 10.1109/avss.2003.1217938.



Chapters

Fang, H, Costen, N, Grant, P, Chen, M (2011) Advances in moving face recognition. In Applied Signal and Image Processing: Multidisciplinary Advancements, pp.167-178, ISBN: 9781609604776. DOI: 10.4018/978-1-60960-477-6.ch010.

Fang, H and Costen, N (2009) Behavioral Consistency Extraction for Face Verification. In Cross-Modal Analysis of Speech, Gestures, Gaze and Facial Expressions, Springer Berlin Heidelberg, pp.291-305, ISBN: 9783642033193. DOI: 10.1007/978-3-642-03320-9_27.

Fang, H, Qahwaji, R, Jiang, J (2006) Video Indexing and Retrieval in Compressed Domain Using Fuzzy-Categorization. In Advances in Visual Computing, Springer Berlin Heidelberg, pp.227-234, ISBN: 9783540486268. DOI: 10.1007/11919629_24.

Li, Z, Jiang, J, Xiao, G, Fang, H (2006) An Effective and Fast Scene Change Detection Algorithm for MPEG Compressed Videos. In Lecture Notes in Computer Science, Springer Berlin Heidelberg, pp.206-214, ISBN: 9783540448914. DOI: 10.1007/11867586_20.

Feng, Y, Fang, H, Jiang, J (2005) Region Growing with Automatic Seeding for Semantic Video Object Segmentation. In Pattern Recognition and Image Analysis, Springer Berlin Heidelberg, pp.542-549, ISBN: 9783540288336. DOI: 10.1007/11552499_60.



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