Cai, Zhan Chuan

Professor Zhanchuan Cai

School of Computer Science and Engineering, Faculty of Innovation Engineering

Macau University of Science and Technology

 

Office: A323

Tel.: +853-8897 2329

E-mail: zccai@must.edu.mo

Academic Qualification:

Ph.D. in Computer Software and Theory, Sun Yat-sen University

Teaching Area
  • COMPUTER LANGUAGE AND PROGRAMMING
  • FUNDAMENTALS OF ADVANCED ENGINEERING MATHEMATICS
  • NUMERICAL ANALYSIS
Research Area
  • Intelligent Information Processing
  • Computer Graphics and Image Processing
  • Multimedia Information Security
  • Remote Sensing Data Processing and Analysis
  • Applied Mathematics and Scientific Computing
Working Experience
  • 2007-2008, Visiting Scholar, University of Nevada, Las Vegas, USA.
  • 2008 - Present, Assistant Professor/ Associate Professor/ Professor, Macau University of Science and Technology, Macau, China

Academic Publication (selected)

  • S.J. Yang, Z.C. Cai, Cross Domain Lifelong Learning Based on Task Similarity, IEEE Transactions on Pattern Analysis and Machine Intelligence, DOI:10.1109/TPAMI.2023.3276991, 2023.
  • F.L. Sun, Z.C. Cai, Cubic Polishing Spline-Based Algorithms for Industrial Image Processing, IEEE Transactions on Industrial Informatics, DOI:10.1109/TII.2023.3261892, 2023.
  • R.Z. Chen, Z.C. Cai, UIESC: An Underwater Image Enhancement Framework via Self-attention and Contrastive Learning, IEEE Transactions on Industrial Informatics, DOI:10.1109/TII.2023.3249794, 2023.
  • Y.H. Wang, B. Ye, Z.C. Cai, Dynamic Template Updating Using Spatial-temporal Information in Siamese Trackers, IEEE Transactions on Multimedia, DOI:10.1109/TMM.2023.3291140, 2023.
  • Y.L. Zhang, Z.C. Cai, CE-RetinaNet: A Channel Enhancement Method for Infrared Wildlife Detection in UAV Images, IEEE Transactions on Geoscience and Remote Sensing, 61(99):1-12(2023)
  • S.Y. Wang, Z.C. Cai, J.Y Yuan, Automatic SAR Ship Detection Based on Multifeature Fusion Network in Spatial and Frequency Domains, IEEE Transactions on Geoscience and Remote Sensing, 61: 1-11 (2023)
  • H.Q. Huang, Z.C. Cai, Duple Color Image Encryption System Based on 3-D Nonequilateral Arnold Transform for IIoT, IEEE Transactions on Industrial Informatics, 19(7): 8285-8294 (2023)
  • R.Z. Chen, Z.C. Cai, W. Cao, MFFN: An Underwater Sensing Scene Image Enhancement Method Based on Multiscale Feature Fusion Network, IEEE Transactions on Geoscience and Remote Sensing, 60: 1-12 (2022)
  • S.J. Yang, Z.C. Cai, High-Resolution Feature Pyramid Network for Automatic Crater Detection on Mars, IEEE Transactions on Geoscience and Remote Sensing, 60: 1-12 (2022)
  • S.J. Yang, Z.C. Cai, Progressive Domain Adaptive Network for Crater Detection, IEEE Transactions on Geoscience and Remote Sensing, 60: 1-12 (2022)
  • B. Ye, Z.C. Cai, T. Lan, W. Cao, Modeling of Crater Group Representation Based on V-System, IEEE Transactions on Geoscience and Remote Sensing, 60: 1-12 (2022)
  • J.Y. Yuan, Z.C. Cai, W. Cao, TEBCF: Real-World Underwater Image Texture Enhancement Model Based on Blurriness and Color Fusion, IEEE Transactions on Geoscience and Remote Sensing, 60: 1-15 (2022)
  • X.X. Yuan, Z.C. Cai, ICHV: A New Compression Approach for Industrial Images, IEEE Transactions on Industrial Informatics, 18(7): 4427-4435 (2022)
  • Y.M. Zhang, Z.C. Cai, B. Ye, An Image Importance Partition-Based Compression Method for COVID-19 Computed Tomography Scan, IEEE Transactions on Industrial Informatics, 18(7): 4596-4607 (2022)
  • T. Lan, Z.C. Cai, B. Ye, A Novel Spline Algorithm Applied to COVID-19 Computed Tomography Image Reconstruction, IEEE Transactions on Industrial Informatics, 18(11): 7804-7813 (2022)
  • X.X. Kong, Z.C. Cai, An Information Security Method Based on Optimized High-Fidelity Reversible Data Hiding, IEEE Transactions on Industrial Informatics, 18(12): 8529-8539 (2022)
  • T. Lan, Z.C. Cai, B. Ye, Modeling of Lunar Digital Terrain Entropy and Terrain Entropy Distribution Model, IEEE Transactions on Geoscience and Remote Sensing, 59(2): 1052-1066 (2021)
  • J.Y Yuan, W. Cao, Z.C. Cai, B.H. Su, An Underwater Image Vision Enhancement Algorithm Based on Contour Bougie Morphology, IEEE Transactions on Geoscience and Remote Sensing, 59(10): 8117-8128 (2021)
  • T. Lan, Z.C. Cai, Efficient Reconstruction of Industrial Images Using Optimized HMK Splines, IEEE Transactions on Industrial Informatics, 17(7): 4657-4668 (2021)
  • B. Ye, X.X. Yuan, Z.C. Cai, T. Lan, Severity Assessment of COVID-19 Based on Feature Extraction and V-Descriptors, IEEE Transactions on Industrial Informatics, 17(11): 7456-7467 (2021)
  • W.G. He , Z.C. Cai, Reversible Data Hiding Based on Dual Pairwise Prediction-Error Expansion, IEEE Transactions on Image Processing,30:5045-5055( 2021).
  • W.G. He, Z.C. Cai, and Y.M. Wang, High-fidelity Reversible Image Watermarking Based on Effective Prediction Error-Pairs Modification, IEEE Transactions on Multimedia, 23: 52-63 (2021)
  • Y.M. Zhang, Z.C. Cai, and G.Q.Xiong, A New Image Compression Algorithm Based on Non-uniform Partition and U-System, IEEE Transactions on Multimedia, 23: 1069-1082 (2021)
  • T. Lan, Z.C. Cai, A Novel Image Representation Method Under a Non-Standard Positional Numeral System, IEEE Transactions on Multimedia,23: 1301-1315 (2021)
  • Y.M. Wang, Z.C. Cai,W.G. He, High Capacity Reversible Data Hiding in Encrypted Image Based on Intra-block Lossless Compression, IEEE Transactions on Multimedia, 23: 1466-1473 (2021)
  • Y.Q. Xiao, Z.C. Cai, X.X. Yuan, YuvConv: Multi-Scale Non-Uniform Convolution Structure Based on YUV Color Model, IEEE Transactions on Multimedia, 23: 2533-2544 (2021)
  • Q.Y. Huang, Z.C. Cai, T. Lan, A New Approach for Character Recognition of Multi-Style Vehicle License Plates, IEEE Transactions on Multimedia, 23: 3768-3777 (2021)
  • X.X. Yuan, Z.C. Cai, A Generalized Walsh System and Its Fast Algorithm, IEEE Transactions on Signal Processing, 69: 5222-5233 (2021)
  • W.G.He , Z.C. Cai, An Insight Into Pixel Value Ordering Prediction-Based Prediction-Error Expansion, IEEE Transactions on Information Forensics and Security,15:3859-3871(2020)
  • J.J. Chen , Z. C. Cai, A New Class of Explicit Interpolatory Splines and Related Measurement Estimation, IEEE Transactions on Signal Processing, 68:2799-2813(2020)
  • X.X. Yuan, Z.C. Cai, An Adaptive Triangular Partition Algorithm for Digital Images, IEEE Transactions on Multimedia, 21(6): 1372-1383(2019)
  • W. Cao, Z.C. Cai, B. Ye, Measuring Multiresolution Surface Roughness Using V-System, IEEE Transactions on Geoscience and Remote Sensing, 56(3): 1497-1506 (2018)
  • T. Lan , Z.C. Cai, Lunar Brightness Temperature Map and TB Distribution Model, IEEE Transactions on Geoscience and Remote Sensing, 56(12): 7310-7323 (2018)
  • Z.C. Cai,T. Lan, Lunar Brightness Temperature Model Based on the Microwave Radiometer Data of Chang’e-2, IEEE Transactions on Geoscience and Remote Sensing, 55(10): 5944-5955(2017)
  • Z.C. Cai, T. Lan, C.M. Zheng, Hierarchical MK Splines: Algorithm and Applications to Data Fitting, IEEE Transactions on Multimedia, 19(5): 921-934(2017)
Books
  • Z.C. Cai, Fundamentals of Engineering Mathematics, Science Press, 2018, ISBN-13: 978-7030568632. (in Chinese)
  • J. Huang, Z.C. Cai, K.Y. U, Y.Y. Liang, Local Interpolation Explicit Algorithm and Its Application, Science Press, 2016, ISBN-13: 978-7030462947. (in Chinese)
Patents(selected)
  • Z.C. Cai and T. Lan, Methods and Apparatus for Encrypting Multimedia Information, US patent, Grant No. 10635786 B2, April 2020.
  • Z.C. Cai and W. Cao, Method for Improving Calculations of Surface Roughness, US patent, Grant No. 10580150 B2, March 2020.
  • Z.C. Cai and T. Lan, Methods and Apparatus for Image Construction, US patent, Grant No. 10332279 B2, June 2019
  • Z.C. Cai, Methods and Apparatus for Color Image Watermarking, US patent, Grant No. 10296999 B2, May 2019
  • Z.C. Cai and W. Cao, Omnidirectional Roughness Algorithm for Topographic Signature Analysis of Lunar Craters, US patent, Grant No. 10354398 B2, July 2019 .
  • Z.C. Cai, Lunar Brightness Temperature Modeling Based on the Microwave Radiometer Data, US patent, Grant No. 10346565 B2, July 2019.
  • Z.C. Cai and T. Lan, Method for Coding Data, US patent, Grant No. 9755661 B1, September 2017.
  • Z.C. Cai, B. Ye, T. Lan, and Y.Q. Xiao, Systems and Methods for Reducing Computer Resources Consumption to Reconstruct Shape of Multi-Object Image, US patent, Grant No. 10062187 B1, August 2018 .
  • Z.C. Cai and Z. Li, Image Stitching, US patent, Grant No. 9990753 B1, June 2018 .
  • Z.C. Cai, Color Image Watermarking, US patent, Grant No. 10037587 B2, July 2018.
  • Z.C. Cai, Computer System that Executes Hierarchical MK Splines Scheme for Scattered Data Interpolation, US patent, Grant No. 9990334 B2, June 2018.
  • Z.C. Cai and W. Cao, Method for Improving Calculations of Surface Roughness, US patent, Grant No. 10580150 B2, March 2020.
Professional Certification and Awards
  • Second Prize of 2022 National Teaching Achievement Award, 2023.
  • Excellent Supervisor for Contemporary Undergraduate Mathematical Contest in Modeling, CSIAM, 2022.
  • 2020/2021 BOC Excellent Research Award, Macau University of Science and Technology, 2021.
  • Second Prize of the Teaching Achievement Award (Co-awarded), Macau University of Science and Technology, 2020.
  • Third Prize of Technological Invention Award of the Macau Science and Technology Awards (Co-awarded), 2018
  • Excellent Supervisor for Contemporary Undergraduate Mathematical Contest in Modeling, CSIAM, 2017
  • BOC Excellent Research Award, Macau University of Science and Technology, 2016
  • Third Prize of Natural Science Award of the Macau Science and Technology Awards (Co-awarded), 2012
  • Excellent Organization Worker for Contemporary Undergraduate Mathematical Contest in Modeling, CSIAM, 2011
Student Awards
  • Postgraduate Award of the Macau Science and Technology Award, 2022
  • Postgraduate Award of the Macau Science and Technology Award, 2016
  • First Prize , “HUAWEI Cup” 18th National Post-Graduate Mathematical Contest in Modeling, 2021
  • First Prize , “HUAWEI Cup” 17th National Post-Graduate Mathematical Contest in Modeling, 2020
  • Second Prize , “HUAWEI Cup” 16th National Post-Graduate Mathematical Contest in Modeling, 2019
  • Second Prize , “HUAWEI Cup” 15th National Post-Graduate Mathematical Contest in Modeling, 2018
  • First Prize , “HUAWEI Cup” 14th National Post-Graduate Mathematical Contest in Modeling,2017
  • Second Prize ,“HUAWEI Cup” 13th National Post-Graduate Mathematical Contest in Modeling, 2016
  • Third Prize , “Zhongguancun Youth Cup” 12th National Post-Graduate Mathematical Contest in Modeling, 2015
  • Second Prize , “HUAWEI Cup” 11th National Post-Graduate Mathematical Contest in Modeling, 2014
  • Second Prize , “HUAWEI Cup” 10th National Post-Graduate Mathematical Contest in Modeling, 2013
  • Second Prize, “HUAWEI Cup” 10th National Post-Graduate Mathematical Contest in Modeling, 2011
  • Second Prize, CUMCM-2022
  • Second Prize, CUMCM-2021
  • Second Prize, CUMCM-2020
  • Second Prize, CUMCM-2019
  • Second Prize, CUMCM-2018
  • Second Prize, CUMCM-2017
  • Second Prize, CUMCM-2016
  • Second Prize,CUMCM-2014
  • First Prize, CUMCM-2003
  • Silver Prize, China Pan-Pearl River Delta Region University IT Project Competition 2010
  • Gold Prize, China Pan-Pearl River Delta Region University IT Project Competition 2009
Professional Society Membership
  • Senior Member , Institute of Electrical and Electronics Engineers (IEEE).
  • Distinguished Member, China Computer Federation (CCF).
  • Member, Association for Computing Machinery (ACM).
  • Member , Asia Graphics Association (AG).
  • Committee Member ,Computer-Aided Design & Computer Graphics (TCCADCG).
  • Committee Member, Geometric Design and Computing of China.

 

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