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Dr. CHOW C. K.
Research Fellow
Email: chowchi@cityu.edu.hk
Phone: (852) 2788-9892
Supervisor: Dr.
Kelvin S. Y. Yuen
I received my B.Eng., M.Phil.
and Ph.D. degrees from the Department of Electronic
Engineering, The Chinese University of
Recent Publications
Computer Vision
| 1. |
C. K. Chow and S. Y. Yuen, “A Solution to Illumination Direction Estimation of a Shaded Image: Genetic Algorithm,” to appear in Image and Vision Computing. |
| 2. |
C. K. Chow and S. Y. Yuen, “Recovering Shape by Shading and Stereo Under Lambertian Shading Model”, International Journal of Computer Vision, vol. 85, no. 1, pp. 58 – 100, 2009. |
| 3. |
S. Y. Yuen, Y. Y Tsui and C. K. Chow, “A Fast Marching Formulation of Perspective Shape from Shading under Frontal Illumination,” Pattern Recognition Letters, vol. 28, pp. 806-824, 2007. |
| 4. |
C. K. Chow and S. Y. Yuen, “Lighting Direction Estimation in Perspective Shape from Shading by Genetic Algorithm,” in Proc. of the 4th Canadian Conference on Computer and Robot Vision, pp. 289-296, 2007. |
| 5. |
C. K. Chow and S. Y. Yuen, “Lighting Direction Estimation of a Shaded Image by a Surface-input Regression Network,” in Proc. of IEEE International Joint Conference on Neural Networks, pp. 201-206, 2007. |
| 6. |
C. K. Chow and S. Y. Yuen, “Equivalence of Oblique and Frontal Illumination in Perspective Shape from Shading,” in Proc. of IEEE International Conf. on Machine Vision, pp. 7-11, 2007. |
| 7. |
C. K. Chow, H. T. Tsui and T. Lee, “Surface registration using a dynamic genetic algorithm”, Pattern Recognition, 37 (1), pp. 105 – 117, 2004. |
| 8. |
C. K. Chow, T. Lee and H. T. Tsui, “Surface registration and integration using Genetic algorithm”, in Proc. of Asian Conference on Computer Vision, 2002. |
| 9. |
C. K. Chow, T. Lee, H. T. Tsui and T. K. Lau, “Medical image registration and model construction using genetic algorithms,” in Proc. of IEEE International Workshop on Medical Imaging and Augmented Reality, pp. 174 – 179, 2001. |
Evolutionary
Computation
| 1. |
C. K. Chow and S. Y. Yuen, “Continuous Non-revisiting Genetic Algorithm with Random Search Space Re-partitioning and One-Gene-Flip Mutation”, to appear in Proc. of IEEE World Congress on Computational Intelligence 2010. |
| 2. |
S. W. Leung, S. Y. Yuen and C. K. Chow, “Parameter Control by the Entire Search History: Case Study of History-driven Evolutionary Algorithm”, to appear in Proc. of IEEE World Congress on Computational Intelligence 2010. |
| 3. |
C. K. Chow and S. Y. Yuen, “An Evolutionary Algorithm that Makes Decision Based on the Entire Previous Search History”, to appear in IEEE Trans. on Evolutionary Computation. |
| 4. |
S. Y. Yuen and C. K. Chow, “A Study of Operator and Parameter Choices in Non-Revisiting Genetic Algorithm”, in Proc. of IEEE World Congress on Computational Intelligence 2009, 2977-2984, 2009. |
| 5. |
S. Y. Yuen and C. K. Chow, “Continuous Non-Revisiting Genetic Algorithm”, in Proc. of IEEE World Congress on Computational Intelligence 2009, pp. 1896-1903, 2009. |
| 6. |
S. Y. Yuen and C. K. Chow, “A Genetic Algorithm That Adaptively Mutates and Never Revisits”, IEEE Trans. on Evolutionary Computation, vol. 13, no. 2, pp. 454-472, 2009. |
| 7. |
S. Y. Yuen and C. K. Chow, “A Non-revisiting Simulated Annealing Algorithm”, in Proc. of IEEE World Congress on Computational Intelligence 2008, pp. 1886 - 1892. |
| 8. |
C. K. Chow and S. Y. Yuen, “A Non-revisiting Particle Swarm Optimization,” in Proc. of IEEE World Congress on Computational Intelligence 2008, pp. 1879 - 1885. |
| 9. |
S.Y. Yuen and C. K. Chow, “Applying Non-revisiting Genetic Algorithm to Traveling Salesman Problem,” in Proc. of IEEE World Congress on Computational Intelligence 2008, pp. 2217 - 2224. |
| 10. |
C. K. Chow and S. Y. Yuen, “A Non-revisiting Genetic algorithm,” in Proc. of IEEE Congress on Evolutionary Computation, pp. 4583-4590, 2007. |
| 11. |
S. Y.
Yuen, H. S. Lam, C. K. Fong, S. F. Chen and C. K. Chow, “A Robust Iterative
Hypothesis Testing Design of the Repeated Genetic Algorithm,” Image and Vision Computing, vol. 23, no.
11, pp. 972-980, 2005. |
| 12. |
C. K. Chow and H. T. Tsui, “Autonomous Agent Response Learning by a Multi-Species Particle Swarm Optimization”, in Proc. of IEEE Congress on Evolutionary Computation, pp. 778 – 785, 2004. |
| 13. |
C. K. Chow, H. T. Tsui and Tong Lee, “Optimization on unbounded solution space using dynamic genetic algorithms”, in Proc. of IEEE International Joint Conference on Neural Networks, pp. 2349 – 2354, 2001. |
Machine
Learning
| 1. |
C. K. Chow and S. Y. Yuen, “Illumination Direction Estimation for Augmented Reality using a Surface Input Real Valued Output Regression Network”, Pattern Recognitions, vol. 43, no. 4, pp. 1700-1716. |
| 2. |
C. K. Chow and S. Y. Yuen, “Bayesian Signal Classifier,” in Proc. of IEEE International Joint Conference on Neural Networks, pp. 207-212, 2007. |
| 3. |
C. K Chow and S. Y. Yuen, “Signal Self Organizing Map,” Proc. of IEEE International Joint Conference on Neural Networks, pp. 213-218, 2007. |
| 4. |
C.
K. Chow and H. T. Tsui, “Agent Swarm
Regression Network”, in Proc. of
IEEE International Conference on
Systems, Man and Cybernetics,
pp. 5609 – 5614, 2004. |
| 5. |
C.
K. Chow and H. T. Tsui, “Agent Swarm
Classification Network”, in Proc.
of IEEE International Conference on
Systems, Man and Cybernetics,
pp. 5604 – 5608, 2004. |
| 6. |
C.
K. Chow and H. T. Tsui, “Sequential RBF Function Estimator:
Memory Regression Network”, in Proc.
of IEEE International Conference on Systems, Man and
Cybernetics, pp. 4815 – 4820, 2004. |
| 7. |
C.
K. Chow and H. T. Tsui, “Image Enlargement as an Edge Estimation”, in Proc.
of IEEE International Joint Conference on Neural Networks, pp. 2577 – 2581,
2004. |
| 8. |
C.
K. Chow and H. T. Tsui, “Response Knowledge Learning of Autonomous Agent”, in Proc. of IEEE International Joint Conference
on Neural Networks, pp. 1133 – 1136, 2004. |
| 9. |
C. K. Chow and T. Lee, “Construction of multi-layer feedforward binary neural network by a genetic algorithm”, in Proc. of IEEE International Joint Conference on Neural Networks, pp. 2562 – 2567, 2002. |
Bioinformatics
|
1. |
C. K. Chow, H. Zhu, J. Lacy and W. P Kuo, “Error Margin Analysis for Feature Gene Extraction,” BMC Bioinformatics, 11(241), 2010. |
|
2. |
C. K. Chow, H. Zhu, J. Lacy, M. W. Lingen, W. P. Kuo and K. Chan, “A Cooperative Feature Gene Extraction Algorithm that Combines Classification and Clustering,” in Proc. of IEEE International Conference on Bioinformatics and Biomedicine Workshop, 2009, pp. 197-202, 2009. |
|
3. |
C. K. Chow and H. Zhu, “A Feature Gene Selection That Considers Classification
Accuracy And Gene Redundancy,” in Proc. of the Eight |
Heating, Ventilating and Air Conditioning Systems
|
1. |
K.F. Fong, S.Y. Yuen, C.K. Chow and S.W. Leung, “Energy management and design of centralized air-conditioning systems through the non-revisiting strategy for heuristic optimization methods,” to appear in Applied Energy. |
Professional Services
Program Committee Member of International
Conference on Evolutionary Computation 2010 (ICEC 2010)
Reviewer of Journals
1. Pattern Recognition Letters
2. The Computer Journal
Last Updated: July 23, 2010