2020 IEEE International Geoscience and Remote Sensing Symposium

September 26 - October 2, 2020 • Virtual Symposium

2020 IEEE International Geoscience and Remote Sensing Symposium

September 26 - October 2, 2020 • Virtual Symposium

TH1.R12: Regression and Estimation Methods and Applications

Thu, 1 Oct, 12:00 - 14:00 (UTC)
Thu, 1 Oct, 20:00 - 22:00 China Standard Time (UTC +8)
Thu, 1 Oct, 14:00 - 16:00 Central Europe Summer Time (UTC +2)
Thu, 1 Oct, 05:00 - 07:00 Pacific Daylight Time (UTC -7)
Session Co-Chairs: Kamal Das, IBM Research, India and Bradley Koskowich, Texas A&M University Corpus Christi and B.S. Daya Sagar, Indian Statistical Institute-Banagalore Centre
Session Managers: Shivam Pande and Durga Nanda Yadav
Track: Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
12:00-12:10 (UTC)
20:00-20:10 (UTC +8)
14:00-14:10 (UTC +2)
05:00-05:10 (UTC -7)

TH1.R12.1: UAV IMAGE MOSAICING BASED MULTI-REGION LOCAL PROJECTION DEFORMATION
Quan Xu, Linbo Luo, Jun Chen, Wenping Gong, Donghai Guo, China University of Geosciences, China
12:10-12:20 (UTC)
20:10-20:20 (UTC +8)
14:10-14:20 (UTC +2)
05:10-05:20 (UTC -7)

TH1.R12.2: DRONE IMAGE STITCHING USING LOCAL LEAST SQUARE ALIGNMENT
Qi Wan, Linbo Luo, Jun Chen, Yong Wang, Donghai Guo, China University of Geosciences, China
12:20-12:30 (UTC)
20:20-20:30 (UTC +8)
14:20-14:30 (UTC +2)
05:20-05:30 (UTC -7)

TH1.R12.3: FLIGHT DATA OF AIRPLANE FOR WIND FORECASTING
Astha Sharma, Md Tamjidul Hoque, University of New Orleans, United States; Elias Ioup, Naval Research Laboratory, United States; Mahdi Abdelguerfi, University of New Orleans, United States
12:30-12:40 (UTC)
20:30-20:40 (UTC +8)
14:30-14:40 (UTC +2)
05:30-05:40 (UTC -7)

TH1.R12.4: SPECTRAL SUPER-RESOLUTION USING HYBRID 2D-3D STRUCTURE TENSOR ATTENTION NETWORKS WITH CAMERA SPECTRAL SENSITIVITY PRIOR
Chaoxiong Wu, Jiaojiao Li, Rui Song, Yunsong Li, Xidian University, China
12:40-12:50 (UTC)
20:40-20:50 (UTC +8)
14:40-14:50 (UTC +2)
05:40-05:50 (UTC -7)

TH1.R12.5: PLSR METHOD FOR CONTAMINATING MINERAL CONTENT PREDICTION FROM FIELD HYPERSPECTRAL REFLECTANCE: A CASE STUDY OF HAMMAM ZRIBA MINING AREA
Belgacem Dkhala, Nouha Mezned, Faculty of Sciences of Tunis, University of Tunis El Manar, Tunisia; Cécile Gomez, Institut de Recherche pour le Développement, France; Sâadi Abdeljaouad, Faculty of Science of Tunis, University of Tunis El Manar, Tunisia
12:50-13:00 (UTC)
20:50-21:00 (UTC +8)
14:50-15:00 (UTC +2)
05:50-06:00 (UTC -7)

TH1.R12.6: IMPROVEMENTS TO AN END-MEMBER-BASED TWO-SOURCE APPROACH FOR ESTIMATING GLOBAL EVAPOTRANSPIRATION
Shengli Wang, Ronglin Tang, Yazhen Jiang, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, China; Meng Liu, Ministry of Agriculture/Institute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences, China
13:00-13:10 (UTC)
21:00-21:10 (UTC +8)
15:00-15:10 (UTC +2)
06:00-06:10 (UTC -7)

TH1.R12.7: ROBUST ESTIMATION APPROACH FOR PLANE FITTING IN 3D LASER SCANNING DATA
Lishuo Zhang, Hong Lin, Changhui Li, Yang Song, Feng Wang, Guangzhou Urban Planning & Design Survey Institute, China
13:10-13:20 (UTC)
21:10-21:20 (UTC +8)
15:10-15:20 (UTC +2)
06:10-06:20 (UTC -7)

TH1.R12.8: EXTRACTING CAMERA POSE USING SINGLE IMAGE SUPER RESOLUTION NETWORKS
Bradley Koskowich, Michael Starek, Texas A&M University Corpus Christi, United States
13:20-13:30 (UTC)
21:20-21:30 (UTC +8)
15:20-15:30 (UTC +2)
06:20-06:30 (UTC -7)

TH1.R12.9: LARGE-SCALE VEGETATION HEIGHT MAPPING FROM SENTINEL DATA USING DEEP LEARNING
Anders Ueland Waldeland, Arnt B. Salberg, Øivind Due Trier, Norwegian Computing Center, Norway; Andreas Vollrath, European Space Agency, Italy
13:30-13:40 (UTC)
21:30-21:40 (UTC +8)
15:30-15:40 (UTC +2)
06:30-06:40 (UTC -7)

TH1.R12.10: GRAPH-BASED ARRAY SIGNAL DENOISING FOR PERTURBED SYNTHETIC APERTURE RADAR
Dehong Liu, Siheng Chen, Petros Boufounos, Mitsubishi Electric Research Laboratories, United States
13:40-13:50 (UTC)
21:40-21:50 (UTC +8)
15:40-15:50 (UTC +2)
06:40-06:50 (UTC -7)

TH1.R12.11: SOIL MOISTURE RETRIEVAL USING STACKED GENERALIZATION: AN ENSEMBLE MACHINE LEARNING METHOD
Yuan Cheng, Yuxia Li, University of Electronic Science and Technology of China, China; Huanping Wu, China Meteorological Administration, China; Fan Li, University of Electronic Science and Technology of China, China; Yuzhen Li, ChengDu Software Industry Development Center, China; Lei He, Chengdu University of Information Technology, China