TU2.MMC.14

SAR DESPECKLING USING OVERCOMPLETE CONVOLUTIONAL NETWORKS

Malsha V Perera, Wele Gedara Chaminda Bandara, Jeya Maria Jose Valanarasu, Vishal M Patel, Johns Hopkins University, United States

Session:
Radar Techniques Multimedia In-Person

Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)

Location:
Grand Ballroom 1/2

Presentation Time:
Tue, 19 Jul, 11:00 - 12:00 Malaysia Time (UTC +8)
Tue, 19 Jul, 05:00 - 06:00 Central European Time (UTC +1)
Tue, 19 Jul, 03:00 - 04:00 UTC
Mon, 18 Jul, 23:00 - 00:00 Eastern Time (UTC -4)

Session Chair:
Motoyuki Sato, Tohoku University
Session Manager:
Nur Arif Asyikin Mohamad Ali
Presentation
Discussion
Resources
No resources available.
Session TU2.MMC
TU2.MMC.1: ANALYSIS OF SAR BACKSCATTER INTENSITY CHARACTERISTICS FOR INVERSE ESTIMATION OF EARTHQUAKE-DAMAGED BUILDINGS
Yang Yu, Wataru Takeuchi, The university of tokyo, Japan
TU2.MMC.2: TERAHERTZ SCATTERING AND EMISSION FROM THE LUNAR SURFACE
Suyun Wang, Takayoshi Yamada, Yasuko Kasai, National Institute of Information and Communications Technology, Japan; Kun-Shan Chen, Minerva Hdsar LLC, Japan
TU2.MMC.3: PERFOMANCE EVALUAION OF FULL-POLARIMETRIC MIMO GPR
Ryuma Saito, Motoyuki Sato, Tohoku University, Japan
TU2.MMC.4: 3D SUBSURFACE IMAGING BY ARRAY YAKUMO GPR EQUIPPED WITH RTK GNSS
Amarsaikhan Tsogtbaatar, Ryuma Saito, Motoyuki Sato, Tohoku University, Japan
TU2.MMC.5: Classification of GPR Signals via Covariance Pooling on CNN Features within a Riemannian Framework
Matthieu Gallet, Ammar Mian, Guillaume Ginolhac, Université Savoie Mont-Blanc, France; Nickolas Stelzenmuller, Géolithe, France
TU2.MMC.6: INVESTIGATING SURFACE DEFORMATION AND GROUNDWATER DYNAMICS USING INSAR OBSERVATION OVER SOUTHERN PART OF PUNJAB, INDIA
Shivam Chawla, Chandrakanta Ojha, Indian Institute of Science Education and Research, India; Manoochehr Shirzaei, Virginia Tech, United States
TU2.MMC.7: ON MMSE SPECKLE FILTERING OF POLSAR IMAGES
Mohamed Yahia, Tarig Ali, GIS and Mapping Laboratory, American University of Sharjah UAE, United Arab Emirates; Md Maruf Mortula, American University of Sharjah UAE, United Arab Emirates; Riadh Abdelfattah, SUP'COM, Higher School of Communications of Tunis - University of Carthage, Tunisia
TU2.MMC.8: IMPROVED ORIENTATION COMPENSATION OF POLARIMETRIC SCATTERING TARGETS USING A PHENOMENOLOGICAL APPROACH
Reza Bordbari, Andrew J. Hooper, University of Leeds, United Kingdom
TU2.MMC.9: Detecting slow-moving Landslides in Darjeeling-Sikkim Himalaya using Persistent Scatterer Interferometry
Saurabh Singh, Ashwani Raju, Banaras Hindu University, India
TU2.MMC.10: POLARIMETRIC INTERFEROMETRIC ISAR BASED 3-D IMAGING OF NON-COOPERATIVE TARGET
Ajeet Kumar, Elisa Giusti, Francesco Mancuso, National Interuniversity Consortium for Telecommunications, Italy; Marco Martorella, University of Pisa, Italy
TU2.MMC.11: A FAST ALGORITHM FOR THE SAMPLE OF POLSAR DATA GENERATION BASED ON THE WISHART DISTRIBUTION AND CHAOTIC MAP
Shiyu Luo, Ling Tong, University of Electronic Science and Technology of China, China
TU2.MMC.12: ALGORITHM TO ESTIMATE SCALLOPING & BANDING IN SCANSAR IMAGES AND DEEP LEARNING BASED DESCALLOPING TECHNIQUE
Neil Saxena, L.D. College of Engineering, Ahmedabad, Gujarat, India, India; Maneesha Gupta, SAC ISRO, India; Jahnavi T Patel, LD Engineering College, India
TU2.MMC.13: A Study on Light-to-Moderate earthquakes based on moment tensor solutions and remote sensing InSAR data
Marco Polcari, Irene Munafò, Laboratorio GeoSAR, Istituto Nazionale di Geofisica e Vulcanologia, Italy; Simone Atzori, Istituto Nazionale di Geofisica e Vulcan, Italy
TU2.MMC.14: SAR DESPECKLING USING OVERCOMPLETE CONVOLUTIONAL NETWORKS
Malsha V Perera, Wele Gedara Chaminda Bandara, Jeya Maria Jose Valanarasu, Vishal M Patel, Johns Hopkins University, United States