Ph.D. Candidate

Short biography

Lei WangI finished my B.Sc. and M.Sc. degrees in 2009 and 2012 respectively from the school of remote sensing and information engineering of Wuhan University in China. In Sep. 2012, I enrolled in University of Waterloo as a PhD candidate working under the co-supervision of Prof. Andrea Scott and Prof. David Clausi. I have a extensive background in satellite image classification, photogrammetry, remote sensing, data assimilation and LiDAR data processing. 

Supervisors

David A. Clausi

Research interests

My research interests lie in the area of data assimilation and large scale satellite image classification and mapping.

Research topics

Computer Vision

Image Segmentation/Classification

Multiresolution Techniques

Remote Sensing

Publications

Journal articles 

Wang, L., A. K. Scott, and D. A. Clausi, "High resolution sea ice concentration estimation through the assimilation of classified SAR imagery and AMSR-E sea ice concentration", IEEE Transactions on Geoscience and Remote Sensing , Submitted. Details

Wang, L., A. K. Scott, L. Xu, and D. A. Clausi, "Ice concentration estimation from dual-polarized SAR images using deep convolutional neural networkspdf", IEEE Transactions on Geoscience and Remote Sensing , Accepted. Details

Conference papers

Wang, L.A. WongD. A. Clausi, A. K. Scott, L. XuM. J. Shafiee, and F. Li, "Sea ice concentration estimation from satellite SAR imagery using convolutional neural network and stochastic fully connected connected conditional random fieldpdf",CVPR 2015 Earthvision Workshop, Submitted. Details

Li, F.D. A. ClausiL. Wang, and L. Xu, "A Semi-supervised Approach for Ice-water Classification Using Dual-Polarization SAR Satellite Imagerypdf", CVPR 2015 Earthvision Workshop, Accepted. Details

Xu, L.M. J. ShafieeA. WongF. LiL. Wang, and D. A. Clausi, "Oil Spill Candidate Detection from SAR Imagery Using a Thresholding-Guided Stochastic Fully-Connected Conditional Random Field Modelpdf", CVPR 2015 Earthvision Workshop, Accepted. Details

Wang, L., A. K. Scott, and D. A. Clausi, "AUTOMATIC FEATURE LEARNING OF SAR IMAGES FOR SEA ICE CONCENTRATION ESTIMATION USING FEED-FORWARD NEURAL NETWORKSpdf", IGARSS, Quebec City, 2014. Details

Wang, L., J. Chen, H. Zhang, and L. Chen, "Difference Analysis of SRTM C-band DEM and ASTER GDEM for Global Land Cover Mappingpdf", Image and Data Fusion (ISIDF), 2011 International Symposium On, 2011. Details

Affiliation: 
University of Waterloo

Profiles by type