Xiangjian He

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Prof Xiangjian He

PhD, Chair Professor of Computer Science and Technology, National Talent, Lead of Research Groups, FoSE, Deputy Head of CS School, Director of Computer Vision and Intelligent Perception Lab, PhD Programme Director for AIOP/CS

 https://orcid.org/0000-0001-8962-540X
Calculated based on number of publications stored in Pure and citations from Scopus
1996 …2025

Research activity per year

Search results

  • Joint Learning of Body and Part Representation for Person Re-Identification

    Wang, Y., Wang, Z., Jia, W., He, X. & Jiang, M., 10 Aug 2018, In: IEEE Access. 6, p. 44199-44210 12 p., 8432403.

    Research output: Journal Publication › Article › peer-review

    Open Access
    8 Citations (Scopus)

  • Intrusion detection using GSAD model for HTTP traffic on web services

    Jamdagni, A., Tan, Z., Nanda, P., He, X. & Liu, R. P., 2010, IWCMC 2010 - Proceedings of the 6th International Wireless Communications and Mobile Computing Conference. p. 1193-1197 5 p. (IWCMC 2010 - Proceedings of the 6th International Wireless Communications and Mobile Computing Conference).

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

    17 Citations (Scopus)

  • Intrusion detection using geometrical structure

    Jamdagni, A., Tan, Z., Nanda, P., He, X. & Liu, R., 2009, 4th International Conference on Frontier of Computer Science and Technology, FCST 2009. p. 327-333 7 p. 5392898. (4th International Conference on Frontier of Computer Science and Technology, FCST 2009).

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

    Open Access
    12 Citations (Scopus)

  • Intrusion detection method based on nonlinear correlation measure

    Ambusaidi, M. A., Tan, Z., He, X., Nanda, P., Lu, L. F. & Jamdagni, A., 1 Jan 2014, In: International Journal of Internet Protocol Technology. 8, 2-3, p. 77-86 10 p.

    Research output: Journal Publication › Article › peer-review

    Open Access
    15 Citations (Scopus)

  • Interactive segmentation based on iterative learning for multiple-feature fusion

    Zhou, L., Qiao, Y., Li, Y., He, X. J. & Yang, J., 5 Jul 2014, In: Neurocomputing. 135, p. 240-252 13 p.

    Research output: Journal Publication › Article › peer-review

    Open Access
    6 Citations (Scopus)

  • Intelligent Anomaly Detection for Large Network Traffic with Optimized Deep Clustering (ODC) Algorithm

    Roselin, A. G., Nanda, P., Nepal, S. & He, X., 2021, In: IEEE Access. 9, p. 47243-47251 9 p., 9383226.

    Research output: Journal Publication › Article › peer-review

    Open Access
    23 Citations (Scopus)

  • Integrating simplified inverse representation and CRC for face recognition

    Zhao, Y., He, X., Chen, B. & Zhao, X., 2015, Multi-disciplinary Trends in Artificial Intelligence - 9th International Workshop, MIWAI 2015, Proceedings. Zheng, X. & Bikakis, A. (eds.). Springer Verlag, p. 171-183 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9426).

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

    Open Access

  • Improving cloud network security using the Tree-Rule firewall

    He, X., Chomsiri, T., Nanda, P. & Tan, Z., 2014, In: Future Generation Computer Systems. 30, 1, p. 116-126 11 p.

    Research output: Journal Publication › Article › peer-review

    Open Access
    41 Citations (Scopus)

  • Improvement of the inspection-repair process with building information modelling and image classification

    Zhan, J., Ge, X. J., Huang, S., Zhao, L., Wong, J. K. W. & He, S. X. J., 10 Apr 2019, In: Facilities. 37, 7-8, p. 395-414 20 p.

    Research output: Journal Publication › Article › peer-review

    Open Access
    32 Citations (Scopus)

  • Image translation and rotation on hexagonal structure

    He, X., Jia, W., Hur, N., Wu, Q. & Kim, J., 2006, Proceedings - Sixth IEEE International Conference on Computer and Information Technology, CIT 2006. 4019937. (Proceedings - Sixth IEEE International Conference on Computer and Information Technology, CIT 2006).

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

    Open Access
    3 Citations (Scopus)

  • Image transformation on hexagonal structure based on conversion between 1d and 2d coordinates

    Ye, Y., He, X., Li, J., Jia, W. & Wu, Q., 2009, Rough Sets and Knowledge Technology - 4th International Conference, RSKT 2009, Proceedings. p. 571-578 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5589 LNAI).

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

  • Image partitioning on spiral architecture

    Wu, Q. & He, X., 2009, The Handbook of Research on Scalable Computing Technologies. IGI Global, Vol. 2. p. 808-840 33 p.

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

  • Image matching using colour edge cooccurrence histograms

    Jia, W., Zhang, H., He, X. & Wu, Q., 2006, 2006 IEEE International Conference on Systems, Man and Cybernetics. Institute of Electrical and Electronics Engineers Inc., p. 2413-2419 7 p. 4274231. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics; vol. 3).

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

    4 Citations (Scopus)

  • Image clustering using Particle Swarm Optimization

    Wong, M. T., He, X. & Yeh, W. C., 2011, 2011 IEEE Congress of Evolutionary Computation, CEC 2011. p. 262-268 7 p. 5949627. (2011 IEEE Congress of Evolutionary Computation, CEC 2011).

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

    26 Citations (Scopus)

  • IEEE Access Special Section Editorial: Security and Trusted Computing for Industrial Internet of Things: Research Challenges and Opportunities

    Li, S., Choo, K. K. R., Tan, Z., He, X., Hu, J. & Qin, T., 2020, In: IEEE Access. 8, p. 145033-145036 4 p., 9167500.

    Research output: Journal Publication › Editorial

    Open Access
    4 Citations (Scopus)

  • Hybrid Tree-Rule Firewall for High Speed Data Transmission

    Chomsiri, T., He, X., Nanda, P. & Tan, Z., 1 Oct 2020, In: IEEE Transactions on Cloud Computing. 8, 4, p. 1237-1249 13 p., 7452587.

    Research output: Journal Publication › Article › peer-review

    Open Access
    8 Citations (Scopus)

  • Hybrid generative–discriminative hash tracking with spatio-temporal contextual cues

    Dai, M., Cheng, S. & He, X., 1 Jan 2018, In: Neural Computing and Applications. 29, 2, p. 389-399 11 p.

    Research output: Journal Publication › Article › peer-review

    2 Citations (Scopus)

  • Human action recognition by Radon transform

    Chen, Y., Wu, Q. & He, X., 2008, Proceedings - IEEE International Conference on Data Mining Workshops, ICDM Workshops 2008. p. 862-868 7 p. 4734016. (Proceedings - IEEE International Conference on Data Mining Workshops, ICDM Workshops 2008).

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

    Open Access
    15 Citations (Scopus)

  • Human action recognition based on radon transform

    Chen, Y., Wu, Q. & He, X., 2011, Multimedia Analysis, Processing and Communications. Lin, W., Tao, D., Kacprzyk, J., Li, Z., Izquierdo, E. & Wang, H. (eds.). p. 369-389 21 p. (Studies in Computational Intelligence; vol. 346).

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

    9 Citations (Scopus)

  • How pseudo model may help evaluate image compression on spiral architecture

    Wang, H., Hintz, T., He, X. & Wu, Q., 2004, Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, PDPTA'04. Arabnia, H. R. (ed.). p. 389-394 6 p. (Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, PDPTA'04; vol. 1).

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

  • How can spiral architecture improve image compression?

    He, X., Wang, H., Hintz, T. & Wu, Q., 2004, Proceedings of the Second International Conference on Information Technology and Applications (ICITA 2004). p. 426-431 6 p. (Proceedings of the Second International Conference on Information Technology and Applications (ICITA 2004)).

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

    6 Citations (Scopus)

  • High quality 3D reconstruction of indoor environments using RGB-D sensors

    Wang, J., Huang, S., Zhao, L., Ge, J., He, S., Zhang, C. & Wang, X., 2 Jul 2017, Proceedings of the 2017 12th IEEE Conference on Industrial Electronics and Applications, ICIEA 2017. Institute of Electrical and Electronics Engineers Inc., p. 1739-1744 6 p. (Proceedings of the 2017 12th IEEE Conference on Industrial Electronics and Applications, ICIEA 2017; vol. 2018-February).

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

    Open Access
    9 Citations (Scopus)

  • High-Performance Light Field Reconstruction with Channel-wise and SAI-wise Attention

    Hu, Z., Chung, Y. Y., Zandavi, S. M., Ouyang, W., He, X. & Gao, Y., 2019, Neural Information Processing - 26th International Conference, ICONIP 2019, Proceedings. Gedeon, T., Wong, K. W. & Lee, M. (eds.). Springer, p. 118-126 9 p. (Communications in Computer and Information Science; vol. 1143 CCIS).

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

    2 Citations (Scopus)

  • Higher order prediction for sub-pixel motion estimation

    Mudugamuwa, D. J., He, X., Ahn, C. H. & Yang, J., 2009, 2009 IEEE International Conference on Image Processing, ICIP 2009 - Proceedings. IEEE Computer Society, p. 1585-1588 4 p. 5413398. (Proceedings - International Conference on Image Processing, ICIP).

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

    Open Access
    2 Citations (Scopus)

  • Hierarchical affective content analysis in arousal and valence dimensions

    Xu, M., Xu, C., He, X., Jin, J. S., Luo, S. & Rui, Y., Aug 2013, In: Signal Processing. 93, 8, p. 2140-2150 11 p.

    Research output: Journal Publication › Article › peer-review

    44 Citations (Scopus)

  • Hexagonal structure for intelligent vision

    He, X. & Jia, W., 2005, Proceedings of 1st International Conference on Information and Communication Technology, ICICT 2005. p. 52-64 13 p. 1598543. (Proceedings of 1st International Conference on Information and Communication Technology, ICICT 2005; vol. 2005).

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

    Open Access
    82 Citations (Scopus)

  • Hand gesture recognition for a virtual mouse application using geometric feature of finger's trajectories

    Maleki, B., Ebrahimnezhad, H., Xu, M. & He, X., 19 Aug 2015, ICIMCS 2015 - Proceedings of the 7th International Conference on Internet Multimedia Computing and Service. Jain, R., Jiang, S., Smith, J., Sang, J., Li, G., Zhang, T. & Wang, S. (eds.). Association for Computing Machinery, p. 16-19 4 p. (ACM International Conference Proceeding Series; vol. 2015-August).

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

  • Guest Editorial Introduction to the Special Issue on Dependable Wireless Vehicular Communications for Intelligent Transportation Systems (ITS)

    Alam, M., Rayes, A., He, X., Atiquzzaman, M., Lloret, J. & Tsang, K. F., Mar 2018, In: IEEE Transactions on Intelligent Transportation Systems. 19, 3, p. 949-952 4 p.

    Research output: Journal Publication › Editorial

    Open Access
    6 Citations (Scopus)

  • Graph-based text segmentation using a selected channel image

    Zeng, C., Jia, W., He, X. & Yang, J., 2010, Proceedings - 2010 Digital Image Computing: Techniques and Applications, DICTA 2010. p. 535-539 5 p. 5692616. (Proceedings - 2010 Digital Image Computing: Techniques and Applications, DICTA 2010).

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

  • Global optimization under nonlinear constraints based on apollonius fill

    Song, J., He, X. & Lin, Z., 2007, Proceedings - Third International Conference on Natural Computation, ICNC 2007. p. 39-43 5 p. 4305011. (Proceedings - Third International Conference on Natural Computation, ICNC 2007; vol. 5).

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

  • Geo-location oriented routing protocol for smart dynamic mesh network

    Nanda, A., Nanda, P. & He, X., 20 Jan 2017, Proceedings - 18th IEEE International Conference on High Performance Computing and Communications, 14th IEEE International Conference on Smart City and 2nd IEEE International Conference on Data Science and Systems, HPCC/SmartCity/DSS 2016. Yang, L. T. & Chen, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 891-898 8 p. 7828469. (Proceedings - 18th IEEE International Conference on High Performance Computing and Communications, 14th IEEE International Conference on Smart City and 2nd IEEE International Conference on Data Science and Systems, HPCC/SmartCity/DSS 2016).

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

    Open Access
    4 Citations (Scopus)

  • Generating cartoon images from face photos with cycle-consistent adversarial networks

    Zhang, T., Zhang, Z., Jia, W., He, X. & Yang, J., 2021, In: Computers, Materials and Continua. 69, 2, p. 2733-2747 15 p.

    Research output: Journal Publication › Article › peer-review

    Open Access
    13 Citations (Scopus)

  • Generalized local N-ary patterns for texture classification

    Wang, S., He, X., Wu, Q. & Yang, J., 2013, 2013 10th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2013. IEEE Computer Society, p. 324-329 6 p. 6636660. (2013 10th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2013).

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

    Open Access
    2 Citations (Scopus)

  • Gaussian weighted histogram intersection for license plate classification

    Jia, W., Zhang, H., He, X. & Wu, Q., 2006, Proceedings - 18th International Conference on Pattern Recognition, ICPR 2006. p. 574-577 4 p. 1699591. (Proceedings - International Conference on Pattern Recognition; vol. 3).

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

    Open Access
    24 Citations (Scopus)

  • Further approaches to image compression on spiral architecture

    Hintz, T., Wang, H. & He, X., 2004, Proceedings of the International Conference on Imaging Science, Systems and Technology, CISST'04. Arabnia, H. R. (ed.). p. 57-59 3 p. (Proceedings of the International Conference on Imaging Science, Systems and Technology, CISST'04).

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

  • Frame Interpolation for Cloud-Based Mobile Video Streaming

    Usman, M., He, X., Lam, K. M., Xu, M., Bokhari, S. M. M. & Chen, J., May 2016, In: IEEE Transactions on Multimedia. 18, 5, p. 831-839 9 p., 7423765.

    Research output: Journal Publication › Article › peer-review

    Open Access
    35 Citations (Scopus)

  • Fractal image compression on spiral architecture

    He, X., Wang, H., Wu, Q., Hintz, T. & Hur, N., 2006, Proceedings - Computer Graphics, Imaging and Visualisation: Techniques and Applications, CGIV'06. p. 76-81 6 p. 1663771. (Proceedings - Computer Graphics, Imaging and Visualisation: Techniques and Applications, CGIV'06; vol. 2006).

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

    17 Citations (Scopus)

  • Fractal image compression on a pseudo Spiral Architecture

    Wang, H., Wang, M., Hintz, T., He, X. & Wu, Q., 2005, Computer Science 2005 - 28th Australasian Computer Science Conference, ACSC 2005. p. 201-208 8 p. (Conferences in Research and Practice in Information Technology Series; vol. 38).

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

    7 Citations (Scopus)

  • Fractal algorithms for finding global optimal solutions

    Song, J. L., He, X. & Qian, F. C., 2007, Fourth International Conference on Information Technology and Applications, ICITA 2007. p. 258-261 4 p. (Fourth International Conference on Information Technology and Applications, ICITA 2007).

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

    1 Citation (Scopus)

  • Feature selection and mass classification using particle swarm optimization and support vector machine

    Wong, M. T., He, X., Yeh, W. C., Ibrahim, Z., Ibrahim, Z. & Chung, Y. Y., 2014, Neural Information Processing - 21st International Conference, ICONIP 2014, Proceedings. Loo, C. K., Yap, K. S., Wong, K. W., Teoh, A. & Huang, K. (eds.). Springer Verlag, p. 439-446 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8836).

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

    1 Citation (Scopus)

  • Feature fusion based deep spatiotemporal model for violence detection in videos

    Asad, M., Yang, Z., Khan, Z., Yang, J. & He, X., 2019, Neural Information Processing - 26th International Conference, ICONIP 2019, Proceedings. Gedeon, T., Wong, K. W. & Lee, M. (eds.). Springer, p. 405-417 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11953 LNCS).

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

    Open Access
    12 Citations (Scopus)

  • FCH, an incentive framework for data-owner dominated federated learning

    Xu, H., Nanda, P., Liang, J. & He, X., Aug 2023, In: Journal of Information Security and Applications. 76, 103521.

    Research output: Journal Publication › Article › peer-review

    4 Citations (Scopus)

  • Fault diagnosis model for photovoltaic array using a dual-channels convolutional neural network with a feature selection structure

    Lu, X., Lin, P., Cheng, S., Fang, G., He, X., Chen, Z. & Wu, L., 15 Nov 2021, In: Energy Conversion and Management. 248, 114777.

    Research output: Journal Publication › Article › peer-review

    27 Citations (Scopus)

  • Faster and more accurate edge detection on Spiral Architecture

    He, X., Wu, Q., Hintz, T. & Wang, H., 2003, p. 186-191. 6 p.

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

  • Fast and robust head detection with arbitrary pose and occlusion

    Zhang, T., Yang, Z., Jia, W., Wu, Q., Yang, J. & He, X., 29 Nov 2015, In: Multimedia Tools and Applications. 74, 21, p. 9365-9385 21 p.

    Research output: Journal Publication › Article › peer-review

    7 Citations (Scopus)

  • FairEdge: A Fairness-Oriented Task Offloading Scheme for Iot Applications in Mobile Cloudlet Networks

    Lai, S., Fan, X., Ye, Q., Tan, Z., Zhang, Y., He, X. & Nanda, P., 2020, In: IEEE Access. 8, p. 13516-13526 11 p., 8955895.

    Research output: Journal Publication › Article › peer-review

    Open Access
    11 Citations (Scopus)

  • FACLSTM: ConvLSTM with focused attention for scene text recognition

    Wang, Q., Huang, Y., Jia, W., He, X., Blumenstein, M., Lyu, S. & Lu, Y., 1 Feb 2020, In: Science China Information Sciences. 63, 2, 120103.

    Research output: Journal Publication › Article › peer-review

    37 Citations (Scopus)

  • Facial expression recognition with emotion-based feature fusion

    Turan, C., Lam, K. M. & He, X., 19 Feb 2016, 2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2015. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. 7415453. (2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2015).

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

    Open Access
    15 Citations (Scopus)

  • Facial expression recognition using histogram variances faces

    Du, R., Wu, Q., He, X., Jia, W. & Wei, D., 2009, 2009 Workshop on Applications of Computer Vision, WACV 2009. 5403081. (2009 Workshop on Applications of Computer Vision, WACV 2009).

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

    Open Access
    6 Citations (Scopus)

  • Facial expression recognition on hexagonal structure using LBP-based histogram variances

    Wang, L., He, X., Du, R., Jia, W., Wu, Q. & Yeh, W. C., 2011, Advances in Multimedia Modeling - 17th International Multimedia Modeling Conference, MMM 2011, Proceedings. PART 2 ed. p. 35-45 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6524 LNCS, no. PART 2).

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

    7 Citations (Scopus)