Mingzhe Jiang (Graduate Student Member, IEEE) received a B.Eng. degree in electronic information engineering and an M.Eng. degree in signal and information processing from the Hefei University of Technology, Hefei, China, in 2013 and 2016, respectively. He is currently pursuing a Ph.D. degree in systems design engineering at the University of Waterloo, Waterloo, ON, Canada. His research interests include machine learning and image processing with applications in remote sensing.
Chen X., Scott K.A., Xu L., Jiang M., Fang Y., and Clausi D.A, "Uncertainty-Incorporated Ice and Open Water Detection on Dual-Polarized SAR Sea Ice Imagery", IEEE Transactions on Geoscience and Remote Sensing, vol. 61, 2023. Get it here. Jiang M., Xu L., and Clausi D.A, "Sea Ice–Water Classification of RADARSAT-2 Imagery Based on Residual Neural Networks (ResNet) with Regional Pooling", Remote Sensing, vol. 14, 2022. Get it here. Ghanbari M., Clausi D.A., Xu L., and Jiang M, "Contextual Classification of Sea-Ice Types Using Compact Polarimetric SAR Data", IEEE Transactions on Geoscience and Remote Sensing, vol. 57, pp. 7476-7491, 2019. Get it here. Jiang M., Chen X., Xu L., and Clausi D.A, "IceGCN: An Interactive Sea Ice Classification Pipeline for SAR Imagery Based on Graph Convolutional Network", Remote Sensing, vol. 16, . Get it here. Stokholm A., Buus-Hinkler J., Wulf T., Korosov A., Saldo R., Pedersen L.T., Arthurs D., Dragan I., Modica I., Pedro J., Debien A., Chen X., Patel M., Cantu F.J.P., Turnes J.N., Park J., Xu L., Scott K.A., Clausi D.A., Fang Y., Jiang M., Taleghanidoozdoozan S., Brubacher N.C., Soleymani A., Gousseau Z., Smaczny M., Kowalski P., Komorowski J., Rijlaarsdam D., Van Rijn J.N., Jakobsen J., Rogers M.S.J., Hughes N., Zagon T., Solberg R., Longepe N., and Kreiner M.B, "The AutoICE Challenge", Cryosphere, vol. 18, pp. 3471-3494, . Get it here.
Conference PapersChen X., Scott K.A., Jiang M., Fang Y., Xu L., and Clausi D.A, "Sea ice classification with dual-polarized SAR imagery: a hierarchical pipeline", Proceedings - 2023 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, WACVW 2023, 2023. Get it here. Chen X., Valencia R., Soleymani A., Scott K.A., Jiang M., Xu L., and Clausi D.A, "Uncertainty-Incorporated Arctic Sea Ice Concentration Estimation Using Heteroscedastic Bayesian Neural Networks", International Geoscience and Remote Sensing Symposium (IGARSS), 2023. Get it here. Chen X., Patel M., Cantu F.J.P., Park J., Turnes J.N., Jiang M., Xu L., Scott K.A., Clausi D.A., and Huang W, "The Influence of Input Variable Selection on Deep Learning-Based Sea Ice Parameter Inversion from Multi-Sensor Satellite Data", Oceans Conference Record (IEEE), 2023. Get it here. Ghanbari M., Clausi D.A., Xu L., and Jiang M, "Unsupervised Segmentation of Multilook Compact Polarimetric Sar Data based on Complex Wishart Distribution", International Geoscience and Remote Sensing Symposium (IGARSS), 2020. Get it here. Jiang M., Chen X., Xu L., and Clausi D.A, "Semi-Supervised Sea Ice Classification of SAR Imagery Based on Graph Convolutional Network", International Geoscience and Remote Sensing Symposium (IGARSS), 2022. Get it here.