PERSONAL DETAIL


ASSOCIATE PROF. DR. CHAN CHEE SENG

Associate Professor
Department of Artificial Intelligence
Faculty of Computer Science & Information Technology
 
  +603-79676433
  cs.chan@um.edu.my
 Department of Artificial Intelligence, Faculty of Computer Science & Information Technology, University of Malaya, 50603 Kuala Lumpur, W.Persekutuan Kuala Lumpur, Malaysia
 
ResearcherID Link
  http://www.researcherid.com/rid/B-9754-2011
Scopus ID Link
  http://www.scopus.com/authid/detail.url?authorId=15055213600

BIOGRAPHY


Chee Seng received his Ph.D. from University of Portsmouth, U.K. under the supervision of Prof. Honghai Liu in 2008. In general, his research interests include computer vision and machine learning with focus on scene understanding. He is also interested in the interplay between vision and language - generating sentential descriptions about complex scenes. He is a recipient of the Young Scientist Network-Academy of Sciences Malaysia (YSN-ASM) in 2015 and Hitachi Research Fellowship in 2013. He is a senior member of IEEE.


ACADEMIC QUALIFICATION
(Qualification), (Institution).



ADMINISTRATIVE DUTIES
(Role), (Level), (Start date),(End Date).



AREAS OF EXPERTISE
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RECENT SELECTED PUBLICATIONS
(Publication).


Book

2017
  • Liu, H., Ju, Z., Ji, X., Chan, C.S., Khoury, M. (2017). Human Motion Sensing and Recognition: A Fuzzy Qualitative Approach. Springer-Verlag Berlin Heidelberg. 
Chapter in Book

2020
  • Fan, L., Ng, K.W., Ju, C., Zhang, T., Liu, C., Chan, C.S. & Yang, Q. 2020. Rethinking privacy preserving deep learning: How to evaluate and thwart privacy attacks. Federated Learning, 28-50. 
Article in Academic Journals

2020
  • Pang, T., Wong, J. H. D., Ng, W. L. & Chan C. S. 2020. Deep learning radiomics in breast cancer with different modalities: Overview and future. Expert Systems with Applications, 158:113501. (Tier 1, Impact Factor = 5.452) (ISI-Indexed)
  • Wong, S.M., Ong, S. & Chan, C.S. 2020. Regularization-based modulation transfer function compensation for optical satellite image restoration using joint statistical model in curvelet domain. Journal of Applied Remote Sensing, 14(3):036506. (Tier 4, Impact Factor = 1.360) (ISI-Indexed)
  • Chng, C-K., Chan, C,S. & Liu, C-L. 2020. Total-Text: toward orientation robustness in scene text detection. International Journal on Document Analysis and Recognition, 23(1):31-52. (Tier 3, Impact Factor = 1.486) (ISI-Indexed)

2019
  • S. M. Wong, S. Ong, C. S. Chan. 2019. On-orbit Spatial Characterization based on Satellite Image Structure, Journal of Applied Remote Sensing. (Tier 4, Impact Factor = 1.344) (ISI-Indexed)
  • Tan, J.H., Chan, C.S. & Chuah, J.H. 2019. COMIC: Towards a COMpact Image Captioning model with attention, IEEE Transactions on Multimedia, 21(10): 2686 - 2696. (Tier 1, Impact Factor = 5.452) (ISI-Indexed)
  • Khare, V., Shivakumara, P., Chan, C,S., Lu, T., Meng, L.K., Woon, H.H. & Blumenstein, M. 2019. A novel character segmentation-reconstruction approach for license plate recognition. Expert Systems with Applications, 131:219-239. (Tier 1, Impact Factor = 4.292) (ISI-Indexed)
  • Tan, W. R., Chan, C. S., Aguirre, H. & Tanaka, K. 2019. Improved ArtGAN for Conditional Synthesis of Natural Image and Artwork. IEEE Transactions on Image Processing, 28(1): 394 - 409. (Tier 1, Impact Factor = 6.790) (ISI-Indexed)
  • Tan, Y.H. & Chan, C.S. 2019. Phrase-based image caption generator with hierarchical LSTM network, Neurocomputing, 333: 86-100.(Tier 1, Impact Factor = 4.072) (ISI-Indexed)
  • Loh, Y. P. & Chan, C. S. 2019. Getting to know low-light images with Exclusively Dark dataset. Computer Vision and Image Understanding, 178: 30-42. (Tier 2, Impact Factor = 2.645) (ISI-Indexed)
  • Loh, Y.P., Liang, X. & Chan, C.S. 2019. Low-light image enhancement using Gaussian Process for features retrieval, Signal Processing: Image Communication, 74:175-190. (Tier 2, Impact Factor = 2.814) (ISI-Indexed)

2018
  • Lee, S. H., Chan, C. S. & Remagnino, P. 2018. Multi-Organ Plant Classification Based on Convolutional and Recurrent Neural Networks. IEEE Transactions on Image Processing, 27(9): 4287 - 4301 (Tier 1, Impact Factor = 5.071). (ISI-Indexed)
  • Kok, V.J. & Chan, C.S. 2018. Granular-based Dense Crowd Density Estimation. Multimedia Tools and Applications, 77(15): 20227-20246 (Tier 2, Impact Factor = 1.541) (ISI-Indexed)
  • Janai, M.A.B., Woon, K.L., & Chan, C.S. 2018. Design of Efficient Blue Phosphorescent Bottom Emitting Light Emitting Diodes by Machine Learning Approach. Organic Electronics, 63: 257-266 (Tier 1, Impact Factor = 3.680) (ISI-Indexed)
  • Ahmadian, A., Salahshour, S., Chan, C. S., & Baleanu, D. 2018. Numerical Solutions of Fuzzy Differential Equations by an Efficient Runge-Kutta Method with Generalized Differentiability. Fuzzy Sets and Systems, 331: 47-67 (Tier 1, Impact Factor = 2.675) (ISI-Indexed)

2017
  • Lee, S. H., Chan, C. S., Mayo, S. J., & Remagnino, P. 2017. How Deep Learning Extracts and Learns Leaf Features for Plant Classification. Pattern Recognition, 71: 1-13 (Tier 1, Impact Factor = 4.582). (ISI-Indexed)
  • Ahmadian, A., Salahshour, S., Chan, C. S., & Baleanu, D. 2017. An Efficient Numerical Simulation for Solving Dynamical Systems With Uncertainty. Journal of Computational and Nonlinear Dynamics, 12(5): 051008 (Tier 2, Impact Factor = 1.732). (ISI-Indexed)
  • Dey, S., Shivakumara, P., Raghunandan, K. S., Pal, U., Lu, T., Kumar, G. H., & Chan, C. S. 2017. Script Independent Approach for Multi-oriented Text Detection in Scene Image. Neurocomputing, 242: 96-112. (Tier 1, Impact Factor = 3.317) (ISI-Indexed)
  • Ball, J.E., Anderson, D.T. & Chan, C.S. 2017. Comprehensive Survey of Deep Learning in Remote Sensing: Theories, Tools, and Challenges for The Community. Journal of Applied Remote Sensing, 11(4): 042609 (Tier 3, Impact Factor = 1.567). (ISI-Indexed)
  • Ahmadian, A., Salahshour, S. & Chan, C. S. 2017. Fractional Differential Systems: A Fuzzy Solution Based on Operational Matrix of Shifted Chebyshev Polynomials and Its Applications. IEEE Transactions on Fuzzy Systems, 25(1): 218-236 (Tier 1, Impact Factor = 7.671) (ISI-Indexed)
  • Tan, W.R., Chan, C. S., Aguirre, H. & Tanaka, K. 2017. Fuzzy Qualitative Deep Compression Network. Neurocomputing, 251: 1-15 (Tier 1, Impact Factor = 3.317) (ISI-Indexed)
  • Kok, V.J. & Chan, C.S. 2017. GrCS: Granular Computing-Based Crowd Segmentation. IEEE Transactions on Cybernetics, 47(5): 1157-1168 (Tier 1, Impact Factor = 7.384) (ISI-Indexed)

2016
  • Lim, C.H. & Chan, C. S. 2016. Fuzzy Qualitative Human Model for Viewpoint Identification. Neural Computing and Applications 27(4) : 845-856 (Tier 2, Impact Factor = 1.492) (ISI-Indexed)
  • Tang, S. & Chan, C. S. 2016. Orthogonal planar search (OPS) for coronary artery centerline extraction. Signal, Image and Video Processing 10(2) : 335-342 (Tier 3, Impact Factor = 0.872) (ISI-Indexed)
  • Vats, E. & Chan, C. S. 2016. Early detection of human actions - A hybrid approach. Applied Soft Computing 46 : 953-966 (Tier 1, Impact Factor = 2.857) (ISI-Indexed)
  • Wan Hassan, W.N., Othman, S.A., Chan, C.S., Ahmad, R., Ali, S.N.A. & Abd Rohim, A. 2016. Assessing Agreement In Measurements of Orthodontic Study Models: Digital Caliper on Plaster Models vs 3D Software on Models Scanned by Structured-light Scanner. American Journal of Orthodontics and Dentofacial Orthopaedics 150(5) : 886-895 (Tier 2, Impact Factor = 1.690) (ISI-Indexed)
  • Wan Hassan, W.N., Abu Kassim, N.L., Jhawar A., Mohd Shurkri, N., Kamarul Baharin, N.A. & Chan, C.S. 2016. User Acceptance of Use of A Touchless Sterile System to Control Virtual Orthodontic Study Models. American Journal of Orthodontics and Dentofacial Orthopedics 149(4) : 567-578 (Tier 2, Impact Factor = 1.690) (ISI-Indexed)
  • Kok, V.J., Lim, M.K. & Chan, C.S. 2016. Crowd behavior analysis: A review where physics meets biology. Neurocomputing 177: 342-362 (Tier 1, Impact Factor = 2.392) (ISI-Indexed)

2015
  • Vats, E., Lim, C. K., Chan, C. S. 2015. An improved BK sub-triangle product approach for scene classification. Journal of Intelligent Fuzzy Systems 29(5) : 1923-1931 (Tier 2, Impact Factor = 1.812) (ISI-Indexed)
  • Lim, C. K. & Chan, C. S. 2015. A weighted inference engine based on interval-valued fuzzy relational theory. Expert Systems with Applications 42(7) : 3410-3419 (Tier 1, Impact Factor = 2.240) (ISI-Indexed)
  • Tang, D., Yusuf, B., Botzheim, J., Kubota, N. & Chan, C. S. 2015. A novel multimodal communication framework using robot partner for aging population. Expert Systems with Applications 42(9) : 4540-4555 (Tier 1, Impact Factor = 2.240) (ISI-Indexed)
  • Hoo, W.L., Lim, C.H. & Chan, C.S. 2015. Keybook: Unbias Object Recognition using Keywords. Expert Systems with Applications 42(8) : 3991-3999 (Tier 1, Impact Factor = 2.240) (ISI-Indexed)
  • Hoo, W.L. & Chan, C.S. 2015. Recognizing Unknown Objects with Attributes Relationship Model. Expert Systems with Applications 42(23) : 9279-9283 (Tier 1, Impact Factor = 2.240) (ISI-Indexed)
  • Ahmadian, A., Salahshour, S. & Chan, C. S. 2015. A Runge-Kutta method with reduced number of function evaluations to solve hybrid fuzzy differential equations. Soft Computing 19(4) : 1051-1062 (Tier 3, Impact Factor = 1.271) (ISI-Indexed)
  • Lee, H. Y., Hoo, W. L. & Chan, C. S. 2015. Color video denoising using epitome and sparse coding. Expert Systems with Applications 42(2) : 751-759 (Tier 1, Impact Factor = 2.240) (ISI-Indexed)
  • Lim, C. H., Vats, E. & Chan, C. S. 2015. Fuzzy human motion analysis: A review. Pattern Recognition 48(5) : 1773-1796 (Tier 1, Impact Factor = 3.096) (ISI-Indexed)
  • Salahshour, S., Ahmadian, A. & Chan, C. S. 2015. Successive approximation method for Caputo q-fractional IVPs. Communications in Nonlinear Science and Numerical Simulation 24(1-3) : 153-158 (Tier 1, Impact Factor = 2.866) (ISI-Indexed)
  • Hoo, W. L. & Chan, C. S. 2015. Zero-Shot Object Recognition System Based on Topic Model. IEEE Transactions on Human- Machine Systems. 45(4) : 518-525 (Tier 2, Impact Factor = 1.982) (ISI-Indexed)

2014
  • Vembarasan, V., Balasubramaniam, P. & Chan, C. S. 2014. Robust synchronization of uncertain chaotic neural networks with randomly occurring uncertainties and non-fragile output coupling delayed feedback controllers. Nonlinear Dynamics 78(3) : 2031-2047 (Tier 1, Impact Factor = 2.419) (ISI-Indexed)
  • Lim, C. H., Risnumawan, A. & Chan, C. S. 2014. A Scene Image is Nonmutually Exclusive-A Fuzzy Qualitative Scene Understanding. IEEE Transactions on Fuzzy Systems 22(6) : 1541-1556 (Tier 1, Impact Factor = 6.306) (ISI-Indexed)
  • Lim, M. K., Tang, S. & Chan, C. S. 2014. iSurveillance: Intelligent framework for multiple events detection in surveillance videos. Expert Systems with Applications 41(10) : 4707-4715 (Tier 1, Impact Factor = 1.965) (ISI-Indexed)
  • Risnumawan, A., Shivakumara, P., Chan, C. S. & Tan, C. L. 2014. A robust arbitrary text detection system for natural scene images. Expert Systems with Applications. (Tier 1, Impact Factor = 1.965) (ISI-Indexed)
  • Lim, M. K., Chan, C. S., Monekosso, D. & Remagnino, P. 2014. Detection of salient regions in crowded scenes. Electronics Letters 50(5) : 363-365 (Tier 3, Impact Factor = 1.068) (ISI-Indexed)
  • Lim, M. K., Chan, C. S., Monekosso, D. & Remagnino, P. 2014. Refined particle swarm intelligence method for abrupt motion tracking. Information Sciences 283 : 267-287 (Tier 1, Impact Factor = 3.893) (ISI-Indexed)
  • Vembarasan, V., Balasubramaniam, P. & Chan, C. S. 2014. Non- fragile state observer design for neural networks with Markovian jumping parameters and time-delays. Nonlinear Analysis-Hybrid Systems 14 : 61-73 (Tier 1, Impact Factor = 1.789) (ISI-Indexed)

2013
  • Abeywardena, I. S., Chan, C. S. & Tham, C. Y. 2013. OERScout Technology Framework: A Novel Approach to Open Educational Resources Search. International Review of Research in Open and Distance Learning (Tier 3, Impact Factor = 0.602) (ISI-Indexed)

2012
  • Tan, W. R., Chan, C. S., Yogarajah, P. & Condell, J. 2012. A Fusion Approach for Efficient Human Skin Detection. IEEE Transactions on Industrial Informatics 8(1) : 138-147 (Tier 1, Impact Factor = 2.990) (ISI-Indexed)

2011
  • Lim, C. K. & Chan, C. S. 2011. Logical Connectives and Operativeness of BK Sub-triangle Product in Fuzzy Inferencing. International Journal of Fuzzy Systems 13(4) : 237-245 (Tier 2, Impact Factor = 1.362) (ISI-Indexed)

2009
  • Chan, C.S. & Liu, H. 2009. Fuzzy Qualitative Human Motion Analysis. IEEE Transactions on Fuzzy Systems 17(4) : 851-862 (Tier 1, Impact Factor = 3.624) (ISI-Indexed)

2007
  • Chan, C.S., Liu, H. & Brown, D.J. 2007. Adapting Robot Kinematics for Human-arm Motion Recognition. International Journal of Knowledge-Based & Intelligent Engineering Systems 11(4) : 207-217 (Non-ISI/Non-SCOPUS)
  • Chan, C.S., Liu, H. & Brown, D.J. 2007. Recognition of Human Motion from Qualitative Normalised Templates. Journal of Intelligent and Robotic Systems 48(1) : 79-95 (Tier 4, Impact Factor: 0.265) (ISI-Indexed)

AWARDS AND RECOGNITIONS
(Name of Award), (Awarding Institution), (Year Awarded), (Level).