FR2.P5: GRSS ESI TC / HDCRS WG - Parallel and Efficient Computing for Remote Sensing
Friday, 8 August, 10:30 - 11:45
Location: Room P5
Session Type: Oral
Session Co-Chairs: Dora Blanco Heras, University of Santiago de Compostela and Sudan Jha, Kathmandu University
Track: Community-Contributed Sessions
Fri, 8 Aug, 10:30 - 10:45

FR2.P5.1: Benchmarking scalability of geospatial FM training on HPC infrastructure
Jan Ebert, Rocco Sedona, Forschungszentrum Jülich, Germany; Daniela Szwarcman, IBM Research, Brazil; Þorsteinn Elí Gíslason, Forschungszentrum Jülich, Germany; Paolo Fraccaro, IBM Research, United Kingdom; Sujit Roy, Manil Maskey, Rahul Ramachandran, NASA, United States; Bianca Zadrozny, Campbell Watson, Juan Bernabe Moreno, IBM Research, Brazil; Stefan Kesselheim, Forschungszentrum Jülich, Germany; Gabriele Cavallaro, Forschungszentrum Jülich and University of Iceland, Germany
Fri, 8 Aug, 10:45 - 11:00

FR2.P5.2: SCALING ANALYSIS READY DATA: LESSONS FROM PROCESSING 3M+ SCENES AND PREPARING FOR DAILY GLOBAL COVERAGE
Chris Rampersad, Paddy Brennan, EarthDaily, Canada
Fri, 8 Aug, 11:00 - 11:15

FR2.P5.3: PERFORMANCE EVALUATION AND ANALYSIS OF DEEP LEARNING BASED SEASON-AWARE ATMOSPHERIC CORRECTION MODEL ON NVIDIA JETSON AGX ORIN
Maitrik Shah, Jay Chaudhari, Mehul S Raval, Ahmedabad University, India; Srikrishnan Divakaran, Krea University, India
Fri, 8 Aug, 11:15 - 11:30

FR2.P5.4: EFFICIENT SEMANTIC SEGMENTATION OF MULTISPECTRAL LAND COVER IMAGES USING MASK2FORMER
Pablo Canosa, Álvaro Ordóñez, Dora B. Heras, Francisco Argüello, Universidade de Santiago de Compostela, Spain
Fri, 8 Aug, 11:30 - 11:45

FR2.P5.5: OPTIMIZING PRETRAINING FRAMEWORKS FOR REMOTE SENSING FOUNDATION MODEL ON ARMV8 CPU: A CASE STUDY WITH KUNPENG 920
Lixian Zhang, Qinrui Zheng, Jianting Liu, National Supercomputing Center in Shenzhen, China; Mengke Zhu, State Key Laboratory of Space-Ground Integrated Information Technology, China; Rui Lin, National Supercomputing Center in Shenzhen, China; Haoyuan Liang, Juepeng Zheng, Sun Yat-Sen University, China; Haohuan Fu, Tsinghua University, China