Short biography
I 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
Research interests
My research interests lie in the area of data assimilation and large scale satellite image classification and mapping.
Research topics
Image Segmentation/Classification
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 networks
", IEEE Transactions on Geoscience and Remote Sensing , Accepted. Details
Conference papers
Wang, L., A. Wong, D. A. Clausi, A. K. Scott, L. Xu, M. J. Shafiee, and F. Li, "Sea ice concentration estimation from satellite SAR imagery using convolutional neural network and stochastic fully connected connected conditional random field",CVPR 2015 Earthvision Workshop, Submitted. Details
Li, F., D. A. Clausi, L. Wang, and L. Xu, "A Semi-supervised Approach for Ice-water Classification Using Dual-Polarization SAR Satellite Imagery", CVPR 2015 Earthvision Workshop, Accepted. Details
Xu, L., M. J. Shafiee, A. Wong, F. Li, L. Wang, and D. A. Clausi, "Oil Spill Candidate Detection from SAR Imagery Using a Thresholding-Guided Stochastic Fully-Connected Conditional Random Field Model", 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 NETWORKS", 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 Mapping", Image and Data Fusion (ISIDF), 2011 International Symposium On, 2011. Details
