Prof. CHAN Hon Fu Raymond (陳漢夫)
Research Output
- 2023
- Published
An Overview of SaT Segmentation Methodology and Its Applications in Image Processing
Cai, X., Chan, R. & Zeng, T., 2023, Handbook of Mathematical Models and Algorithms in Computer Vision and Imaging: Mathematical Imaging and Vision. Chen, K., Schönlieb, C., Tai, X. & Younes, L. (eds.). Springer, Cham, p. 1385-1411Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 12_Chapter in an edited book (Author) › peer-review
- Published
Exploring Latent Sparse Graph for Large-Scale Semi-supervised Learning
Wang, Z., Wang, L., Chan, R. & Zeng, T., 2023, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2022, Proceedings. Amini, M., Canu, S., Fischer, A., Guns, T., Novak, P. K. & Tsoumakas, G. (eds.). Springer, Cham, Vol. Part IV. p. 367-383 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13716).Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review
- Published
Spherical Image Inpainting with Frame Transformation and Data-Driven Prior Deep Networks
Li, J., Huang, C., Chan, R., Feng, H., Ng, M. K. & Zeng, T., 2023, In: SIAM Journal on Imaging Sciences. 16, 3, p. 1179-1196Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
- 2022
- Published
Deep Tensor CCA for Multi-view Learning
Wong, H. S., Wang, L., Chan, R. & Zeng, T., Nov 2022, In: IEEE Transactions on Big Data. 8, 6, p. 1664-1677Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 4 - Published
A 3-Stage Spectral-Spatial Method for Hyperspectral Image Classification
Chan, R. H. & Li, R., Aug 2022, In: Remote Sensing. 14, 16, 3998.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 1 - Published
Central moments, stochastic dominance, moment rule, and diversification with an application
Chan, R. H., Chow, S., Guo, X. & Wong, W., Aug 2022, In: Chaos, Solitons and Fractals. 161, 112251.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 3 - Published
Relations between the average bipartite entanglement and N-partite correlation functions
Huang, H., Ahmed, I., Ali, A., Zha, X., Chan, R. H. & Zhang, Y., Jul 2022, In: Laser Physics. 32, 7, 075201.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
- Published
Change Detection of Amazonian Alluvial Gold Mining Using Deep Learning and Sentinel-2 Imagery
Camalan, S., Cui, K., Pauca, V. P., Alqahtani, S., Silman, M., Chan, R., Plemmons, R. J., & 3 others, Apr 2022, In: Remote Sensing. 14, 7, 1746.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 16 - Published
Classification of Hyperspectral Images Using SVM with Shape-adaptive Reconstruction and Smoothed Total Variation
Li, R., Cui, K., Chan, R. H. & Plemmons, R. J., 2022, IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium: Proceedings. IEEE, p. 1368-1371 (International Geoscience and Remote Sensing Symposium (IGARSS)).Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review
Scopus citations: 1 - Published
SELECTING REGULARIZATION PARAMETERS FOR NUCLEAR NORM-TYPE MINIMIZATION PROBLEMS
LI, K., LI, H., CHAN, R. H. & WEN, Y., 2022, In: SIAM Journal on Scientific Computing. 44, 4, p. A2204-A2225Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
- Published
Semi-Supervised Change Detection of Small Water Bodies Using Rgb and Multispectral Images in Peruvian Rainforests
Cui, K., Camalan, S., Li, R., Pauca, V. P., Alqahtani, S., Plemmons, R., Silman, M., & 3 others, 2022, 2022 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS). IEEE, 5 p. (Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing).Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review
- Published
Unsupervised Spatial-Spectral Hyperspectral Image Reconstruction and Clustering with Diffusion Geometry
Cui, K., Li, R., Polk, S. L., Murphy, J. M., Plemmons, R. J. & Chan, R. H., 2022, 2022 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS). IEEE, 5 p. (Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing).Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review
Scopus citations: 1 - 2021
- Published
Regularization with multilevel non-stationary tight framelets for image restoration
Li, Y., Chan, R. H. F., Shen, L. & Zhuang, X., Jul 2021, In: Applied and Computational Harmonic Analysis. 53, p. 332-348Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 3 - Published
Dynamic spectral residual superpixels
Zhang, J., Aviles-Rivero, A. I., Heydecker, D., Zhuang, X., Chan, R. & Schönlieb, C., Apr 2021, In: Pattern Recognition. 112, 107705.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 4 - Published
A NEW INITIALIZATION METHOD BASED ON NORMED STATISTICAL SPACES IN DEEP NETWORKS
YANG, H., DING, X., CHAN, R., HU, H., PENG, Y. & ZENG, T., Feb 2021, In: Inverse Problems and Imaging. 15, 1, p. 147-158Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 5 - Published
Probabilistic Semi-Supervised Learning via Sparse Graph Structure Learning
Wang, L., Chan, R. & Zeng, T., Feb 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 2, p. 853-867 9063663.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 8 - Published
A New Initialization Method for Neural Networks with Weight Sharing
Ding, X., Yang, H., Chan, R. H., Hu, H., Peng, Y. & Zeng, T., 2021, Mathematical Methods in Image Processing and Inverse Problems, IPIP 2018. Tai, X., Wei, S. & Liu, H. (eds.). Springer Nature Singapore Pte Ltd., p. 165-179 (Springer Proceedings in Mathematics and Statistics; vol. 360).Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review
Point Spread Function Engineering for 3D Imaging of Space Debris Using a Continuous Exact ℓ0 Penalty (CEL0) Based Algorithm
Wang, C., Chan, R. H., Plemmons, R. J. & Prasad, S., 2021, Mathematical Methods in Image Processing and Inverse Problems: IPIP 2018, Beijing, China, April 21–24. Tai, X., Wei, S. & Liu, H. (eds.). Singapore: Springer, p. 1-12 (Springer Proceedings in Mathematics & Statistics; vol. 360).Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review
- 2020
- Published
A two-stage method for spectral–spatial classification of hyperspectral images
Chan, R. H., Kan, K. K., Nikolova, M. & Plemmons, R. J., Jul 2020, In: Journal of Mathematical Imaging and Vision. 62, 6-7, p. 790–807 18 p.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 18 - Published
New development on the third-order stochastic dominance for risk-averse and risk-seeking investors with application in risk management
Chan, R. H., Clark, E., Guo, X. & Wong, W., Jun 2020, In: Risk Management. 22, 2, p. 108-132Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 14
