Prof Xiangjian He

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

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1996 …2023

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  • 2012

    Object categorization based on a supervised mean shift algorithm

    Du, R., Wu, Q., He, X. & Yang, J., 2012, Computer Vision, ECCV 2012 - Workshops and Demonstrations, Proceedings. PART 3 ed. Springer Verlag, p. 611-614 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7585 LNCS, no. PART 3).

    Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

    3 Citations (Scopus)
  • On splitting dataset: Boosting Locally Adaptive Regression Kernels for car localization

    Wang, S., Wu, Q., He, X. & Xu, M., 2012, 2012 12th International Conference on Control, Automation, Robotics and Vision, ICARCV 2012. p. 1154-1159 6 p. 6485320. (2012 12th International Conference on Control, Automation, Robotics and Vision, ICARCV 2012).

    Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

  • Particle swarm optimization based feature selection in mammogram mass classification

    Wong, M. T., He, X., Nguyen, H. & Yeh, W. C., 2012, ICCH 2012 Proceedings - International Conference on Computerized Healthcare. IEEE Computer Society, p. 152-157 6 p. 6724487. (ICCH 2012 Proceedings - International Conference on Computerized Healthcare).

    Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

    5 Citations (Scopus)
  • Performance uncertainty impact on WSNs design evaluation

    Yu, D., Nanda, P. & He, X., 2012, Proceedings - 2012 International Conference on Control Engineering and Communication Technology, ICCECT 2012. p. 723-726 4 p. 6414006. (Proceedings - 2012 International Conference on Control Engineering and Communication Technology, ICCECT 2012).

    Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

    1 Citation (Scopus)
  • Shot classification using domain specific features for movie management

    Hasan, M. A., Xu, M., He, X. & Chen, L., 2012, Database Systems for Advanced Applications - 17th International Conference, DASFAA 2012, Proceedings. PART 2 ed. p. 314-318 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7239 LNCS, no. PART 2).

    Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

    3 Citations (Scopus)
  • Triangle-area-based multivariate correlation analysis for effective denial-of-service attack detection

    Tan, Z., Jamdagni, A., He, X., Nanda, P. & Liu, R. P., 2012, Proc. of the 11th IEEE Int. Conference on Trust, Security and Privacy in Computing and Communications, TrustCom-2012 - 11th IEEE Int. Conference on Ubiquitous Computing and Communications, IUCC-2012. p. 33-40 8 p. 6295955. (Proc. of the 11th IEEE Int. Conference on Trust, Security and Privacy in Computing and Communications, TrustCom-2012 - 11th IEEE Int. Conference on Ubiquitous Computing and Communications, IUCC-2012).

    Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

    13 Citations (Scopus)
  • 2011

    An effective document image deblurring algorithm

    Chen, X., He, X., Yang, J. & Wu, Q., 2011, 2011 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2011. IEEE Computer Society, p. 369-376 8 p. 5995568. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

    67 Citations (Scopus)
  • An overcomplete pyramid representation for improved gsm image denoising

    Mudugamuwa, D. J., Jia, W., He, X. & Yang, J., 2011, Electronic Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, ICME 2011. 6011845. (Proceedings - IEEE International Conference on Multimedia and Expo).

    Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

  • Character segmentation for license plate recognition by K-means algorithm

    Zheng, L. & He, X., 2011, Image Analysis and Processing, ICIAP 2011 - 16th International Conference, Proceedings. PART 2 ed. p. 444-453 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6979 LNCS, no. PART 2).

    Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

    Open Access
    3 Citations (Scopus)
  • Denial-of-service attack detection based on multivariate correlation analysis

    Tan, Z., Jamdagni, A., He, X., Nanda, P. & Liu, R. P., 2011, Neural Information Processing - 18th International Conference, ICONIP 2011, Proceedings. PART 3 ed. p. 756-765 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7064 LNCS, no. PART 3).

    Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

    44 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 proceedingConference contributionpeer-review

    3 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 proceedingConference contributionpeer-review

    26 Citations (Scopus)
  • Learning global and local features for license plate detection

    Wang, S., Jia, W., Wu, Q., He, X. & Yang, J., 2011, Neural Information Processing - 18th International Conference, ICONIP 2011, Proceedings. PART 3 ed. p. 547-556 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7064 LNCS, no. PART 3).

    Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

    2 Citations (Scopus)
  • More on weak feature: Self-correlate histogram distances

    Wang, S., Wu, Q., He, X. & Jia, W., 2011, Advances in Image and Video Technology - 5th Pacific Rim Symposium, PSIVT 2011, Proceedings. PART1 ed. p. 214-223 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7087 LNCS, no. PART1).

    Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

    Open Access
  • Multivariate correlation analysis technique based on Euclidean distance map for network traffic characterization

    Tan, Z., Jamdagni, A., He, X., Nanda, P. & Liu, R. P., 2011, Information and Communications Security - 13th International Conference, ICICS 2011, Proceedings. p. 388-398 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7043 LNCS).

    Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

    7 Citations (Scopus)
  • Using context saliency for movie shot classification

    Xu, M., Wang, J., Hasan, M. A., He, X., Xu, C., Lu, H. & Jin, J. S., 2011, ICIP 2011: 2011 18th IEEE International Conference on Image Processing. p. 3653-3656 4 p. 6116510. (Proceedings - International Conference on Image Processing, ICIP).

    Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

    17 Citations (Scopus)
  • 2010

    Accuracy enhancement for license plate recognition

    Zheng, L., He, X., Samali, B. & Yang, L. T., 2010, Proceedings - 10th IEEE International Conference on Computer and Information Technology, CIT-2010, 7th IEEE International Conference on Embedded Software and Systems, ICESS-2010, ScalCom-2010. p. 511-516 6 p. 5578147. (Proceedings - 10th IEEE International Conference on Computer and Information Technology, CIT-2010, 7th IEEE International Conference on Embedded Software and Systems, ICESS-2010, ScalCom-2010).

    Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

    20 Citations (Scopus)
  • Action recognition by multiple features and hyper-sphere multi-class SVM

    Liu, J., Yang, J., Zhang, Y. & He, X., 2010, Proceedings - 2010 20th International Conference on Pattern Recognition, ICPR 2010. p. 3744-3747 4 p. 5597573. (Proceedings - International Conference on Pattern Recognition).

    Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

    22 Citations (Scopus)
  • Adaptive Local Hyperplanes for MTV affective analysis

    Xu, M., Chen, L., He, X., Xu, C. & Jin, J. S., 2010, Proceedings of the 2nd International Conference on Internet Multimedia Computing and Service, ICIMCS'10. p. 167-170 4 p. (Proceedings of the 2nd International Conference on Internet Multimedia Computing and Service, ICIMCS'10).

    Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

  • Adaptive stick-like features for human detection based on multi-scale feature fusion scheme

    Wang, S., Du, R., Wu, Q. & He, X. J., 2010, Proceedings - 2010 Digital Image Computing: Techniques and Applications, DICTA 2010. p. 375-380 6 p. 5692591. (Proceedings - 2010 Digital Image Computing: Techniques and Applications, DICTA 2010).

    Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

  • Asymmetric, non-unimodal kernel regression for image processing

    Mudugamuwa, D. J., Jia, W. & He, X., 2010, Proceedings - 2010 Digital Image Computing: Techniques and Applications, DICTA 2010. p. 141-145 5 p. 5692555. (Proceedings - 2010 Digital Image Computing: Techniques and Applications, DICTA 2010).

    Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

  • A two-tier system for web attack detection using linear discriminant method

    Tan, Z., Jamdagni, A., He, X., Nanda, P., Liu, R. P., Jia, W. & Yeh, W. C., 2010, Information and Communications Security - 12th International Conference, ICICS 2010, Proceedings. p. 459-471 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6476 LNCS).

    Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

    Open Access
    5 Citations (Scopus)
  • Canny edge detection using bilateral filter on real hexagonal structure

    He, X., Wei, D., Lam, K. M., Li, J., Wang, L., Jia, W. & Wu, Q., 2010, Advanced Concepts for Intelligent Vision Systems - 12th International Conference, ACIVS 2010, Proceedings. PART 1 ed. p. 233-244 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6474 LNCS, no. PART 1).

    Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

    4 Citations (Scopus)
  • ECCH: A novel color coocurrence histogram

    Jia, W., He, X. & Wu, Q., 2010, 2010 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2010 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1258-1261 4 p. 5495409. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

  • Efficient character segmentation on car license plates

    Zheng, L., Gao, J. & He, X., 2010, 11th International Conference on Control, Automation, Robotics and Vision, ICARCV 2010. p. 1139-1144 6 p. 5707938. (11th International Conference on Control, Automation, Robotics and Vision, ICARCV 2010).

    Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

    2 Citations (Scopus)
  • Error concealment for H.264/AVC using regression modeling

    Chen, X., Chung, Y. Y., Bae, C., He, X. & Yeh, W. C., 2010, ICCE 2010 - 2010 Digest of Technical Papers International Conference on Consumer Electronics. p. 265-266 2 p. 5418975. (ICCE 2010 - 2010 Digest of Technical Papers International Conference on Consumer Electronics).

    Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

    2 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 proceedingConference contributionpeer-review

  • 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 proceedingConference contributionpeer-review

    17 Citations (Scopus)
  • Learn concepts in multiple-instance learning with diverse density framework using supervised mean shift

    Du, R., Wang, S., Wu, Q. & He, X. J., 2010, Proceedings - 2010 Digital Image Computing: Techniques and Applications, DICTA 2010. p. 643-648 6 p. 5692634. (Proceedings - 2010 Digital Image Computing: Techniques and Applications, DICTA 2010).

    Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

    1 Citation (Scopus)
  • Mahalanobis Distance Map approach for Anomaly Detection of web-based attacks

    Jamdagni, A., Tan, Z., Nanda, P., He, X. & Liu, R. P., 2010, Proceedings of the 8th Australian Information Security Management Conference. p. 8-17 10 p. (Proceedings of the 8th Australian Information Security Management Conference).

    Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

    2 Citations (Scopus)
  • Network intrusion detection based on LDA for payload feature selection

    Tan, Z., Jamdagni, A., He, X. & Nanda, P., 2010, 2010 IEEE Globecom Workshops, GC'10. IEEE Computer Society, p. 1545-1549 5 p. 5700198. (2010 IEEE Globecom Workshops, GC'10).

    Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

    18 Citations (Scopus)
  • Segmenting characters from license plate images with little prior knowledge

    Jia, W., He, X. & Wu, Q., 2010, Proceedings - 2010 Digital Image Computing: Techniques and Applications, DICTA 2010. p. 220-226 7 p. 5692568. (Proceedings - 2010 Digital Image Computing: Techniques and Applications, DICTA 2010).

    Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

    4 Citations (Scopus)
  • Tensor error correction for corrupted values in visual data

    Li, Y., Zhou, Y., Yan, J., Yang, J. & He, X., 2010, 2010 IEEE International Conference on Image Processing, ICIP 2010 - Proceedings. p. 2321-2324 4 p. 5654055. (Proceedings - International Conference on Image Processing, ICIP).

    Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

    12 Citations (Scopus)
  • Using scripts for affective content retrieval

    Xu, M., He, X., Jin, J. S., Peng, Y., Xu, C. & Guo, W., 2010, Advances in Multimedia Information Processing, PCM 2010 - 11th Pacific Rim Conference on Multimedia, Proceedings. PART 2 ed. p. 43-51 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6298 LNCS, no. PART 2).

    Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

    5 Citations (Scopus)
  • 2009

    A method based on orientation field for skew correction of license plate

    Ma, X., Pan, R., Wang, L. & He, X., 2009, PACIIA 2009 - 2009 2nd Asia-Pacific Conference on Computational Intelligence and Industrial Applications. p. 308-311 4 p. 5406599. (PACIIA 2009 - 2009 2nd Asia-Pacific Conference on Computational Intelligence and Industrial Applications; vol. 2).

    Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

    2 Citations (Scopus)
  • Automatic liver parenchyma segmentation from abdominal CT images using support vector machines

    Luo, S., Hu, Q., He, X., Li, J., Jin, J. S. & Park, M., 2009, 2009 ICME International Conference on Complex Medical Engineering, CME 2009. 4906625. (2009 ICME International Conference on Complex Medical Engineering, CME 2009).

    Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

    27 Citations (Scopus)
  • Canny edge detection on a virtual hexagonal image structure

    He, X., Li, J., Wei, D., Jia, W. & Wu, Q., 2009, 2009 Joint Conferences on Pervasive Computing, JCPC 2009. p. 167-172 6 p. 5420196. (2009 Joint Conferences on Pervasive Computing, JCPC 2009).

    Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

    8 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 proceedingConference contributionpeer-review

    6 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 proceedingConference contributionpeer-review

    2 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 proceedingConference contributionpeer-review

  • 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 proceedingConference contributionpeer-review

    12 Citations (Scopus)
  • Super-resolution by prediction based sub-pel motion estimation

    Mudugamuwa, D. J., He, X., Wei, D. & Ahn, C. H., 2009, 2009 24th International Conference Image and Vision Computing New Zealand, IVCNZ 2009 - Conference Proceedings. p. 282-287 6 p. 5378397. (2009 24th International Conference Image and Vision Computing New Zealand, IVCNZ 2009 - Conference Proceedings).

    Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

    2 Citations (Scopus)
  • Web service locating unit in RFID-centric anti-counterfeit system

    Tan, Z., He, X. & Nanda, P., 2009, Proceedings - 2009 IEEE International Symposium on Parallel and Distributed Processing with Applications, ISPA 2009. p. 389-393 5 p. 5207907. (Proceedings - 2009 IEEE International Symposium on Parallel and Distributed Processing with Applications, ISPA 2009).

    Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

  • 2008

    A bank customer credit evaluation based on the decision tree and the simulated annealing algorithm

    Jiang, Y., Chen, Y., Zeng, Z. & He, X., 2008, Proceedings - 2008 IEEE 8th International Conference on Computer and Information Technology, CIT 2008. p. 203-206 4 p. 4594674. (Proceedings - 2008 IEEE 8th International Conference on Computer and Information Technology, CIT 2008).

    Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

    3 Citations (Scopus)
  • A hierarchically combined classifier for license plate recognition

    Zheng, L., He, X., Wu, Q., Jia, W., Samali, B. & Palaniswami, M., 2008, Proceedings - 2008 IEEE 8th International Conference on Computer and Information Technology, CIT 2008. p. 372-377 6 p. 4594704. (Proceedings - 2008 IEEE 8th International Conference on Computer and Information Technology, CIT 2008).

    Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

    2 Citations (Scopus)
  • A modified Mahalanobis distance for human detection in out-door environments

    Chen, Y., Wu, Q., He, X., Jia, W. & Hintz, T., 2008, Proceedings - 2008 the 1st IEEE International Conference on Ubi-Media Computing and Workshops, U-Media2008. p. 243-248 6 p. 4570897. (Proceedings - 2008 the 1st IEEE International Conference on Ubi-Media Computing and Workshops, U-Media2008).

    Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

    3 Citations (Scopus)
  • An approach of canny edge detection with virtual hexagonal image structure

    He, X., Jia, W. & Wu, Q., 2008, 2008 10th International Conference on Control, Automation, Robotics and Vision, ICARCV 2008. p. 879-882 4 p. 4795633. (2008 10th International Conference on Control, Automation, Robotics and Vision, ICARCV 2008).

    Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

    16 Citations (Scopus)
  • An efficient algorithm for image retrieval through fusion of two clustering approaches based on combined features

    Shawi, R. E. & He, X., 2008, 2008 23rd International Conference Image and Vision Computing New Zealand, IVCNZ. 4762127. (2008 23rd International Conference Image and Vision Computing New Zealand, IVCNZ).

    Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

    1 Citation (Scopus)
  • Bi-cubic interpolation for image conversion from virtual hexagonal to square structure

    Li, J. & He, X., 2008, Proceedings of the 2008 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2008. p. 570-574 5 p. (Proceedings of the 2008 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2008).

    Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

  • Extracting key postures in a human action video sequence

    Chen, Y., Wu, Q., He, X., Du, C. & Yang, J., 2008, Proceedings of the 2008 IEEE 10th Workshop on Multimedia Signal Processing, MMSP 2008. p. 569-573 5 p. 4665142. (Proceedings of the 2008 IEEE 10th Workshop on Multimedia Signal Processing, MMSP 2008).

    Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

    6 Citations (Scopus)