Huawu (Gordon) Deng

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Short biography

GordonHuawu Deng received his B.A.Sc. degree from Beijing University, Beijing, China, in 1992, his M.Eng. degree from the Research Institute of Petroleum Exploration and Development, Beijing, China, in 1995, and his Ph.D. from Nanyang Technological University, Singapore, in 2001. From 2000 to 2002, he was an Information Technology Analyst for a regional bank in Singapore. He was a Postdoctoral Research Fellow with the University of Waterloo, Waterloo, ON, Canada.

Supervisors

David A. Clausi

Research interests

My research interests are in image processing (texture modeling, image classification, image segmentation, image retrieval), computer vision, pattern recognition, and remote sensing data analysis.

Research Topics

Image Segmentation/Classification

Remote Sensing

Publications

Journal articles

Maillard, P.D. A. Clausi, and H. Deng, "Operational map-guided classification of SAR sea ice imagerypdf", IEEE Transactions on Geoscience and Remote Sensing, vol. 43, no. 12, pp. 2940 - 2951, 2005.  Details

Deng, H., and D. A. Clausi, "Unsupervised segmentation of synthetic aperture radar sea ice imagery using a novel Markov random field modelpdf", IEEE Transactions on Geoscience and Remote Sensing, vol. 43, issue 12, pp. 528 - 538, 2005. Details

Clausi, D. A., and H. Deng, "Design-based texture feature fusion using Gabor filters and co-occurrence probabilitiespdf",IEEE Transactions on Image Processing, vol. 14, no. 7, pp. 925 - 936, 2005.  Details

Deng, H., and D. A. Clausi, "Gaussian MRF rotation-invariant features for image classificationpdf", IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 26, no. 7, pp. 951 - 955, 2004.  Details

Deng, H., and D. A. Clausi, "Unsupervised image segmentation using a simple MRF model with a new implementation schemepdf", Pattern Recognition, vol. 37, no. 12: Elsevier, pp. 2323–2335, 2004. Details

Conference papers

Deng, H., and D. A. Clausi, "Unsupervised segmentation of synthetic aperture radar sea ice imagery using a novel Markov random field modelpdf", Pattern Recognition in Remote Sensing, vol. 43, no. 3, Kingston on Thames, Kingston University, UK, pp. 528 - 538, Aug. 27, 2005. Details

Deng, H., and D. A. Clausi, "Unsupervised segmentation of synthetic aperture radar sea ice imagery using MRF modelspdf", 1st Canadian Conference on Computer and Robot Vision, London, Ontario, Canada, pp. 43 - 50, January, 2004. Details

Clausi, D. A., and H. Deng, "Feature fusion for image texture segmentationpdf", 17th International Conference on Pattern Recognition (ICPR), vol. 1, pp. 580 - 583, 2004. Details

Deng, H., and D. A. Clausi, "Advanced Gaussian MRF rotation-invariant texture features for classification of remote sensing imagerypdf", 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, vol. 2, Madison, WI, USA, pp. 685 - 690, June 16 - 22, 2003.  Details

Clausi, D. A., and H. Deng, "Fusion of Gabor filter and co-occurrence probability features for texture recognitionpdf", 16th International Conference on Vision Interface (VI ’03), Halifax, NS, Canada, pp. 237 - 242, June 11 - 13, 2003. Details

Clausi, D. A., and H. Deng, "Operational segmentation and classification of SAR sea ice imagerypdf", 2003 IEEE Workshop on Advances in Techniques for Analysis of Remotely Sensed Data, An Honorary Workshop for Prof. David A. Landgrebe, pp. 268 - 275, 2003. Details

Affiliation: 
University of Waterloo

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