IEEE IGARSS 2022 || Kuala Lumpur, Malaysia || 17

WE6.V8: Classification and Clustering MMV VI

Wed, 20 Jul, 21:35 - 22:45 Malaysia Time (UTC +8)
Wed, 20 Jul, 15:35 - 16:45 Central European Time (UTC +1)
Wed, 20 Jul, 13:35 - 14:45 UTC
Wed, 20 Jul, 09:35 - 10:45 Eastern Time (UTC -5)

Location: Virtual Room 8

Session Type: Multimedia Virtual

Session Chair: Maria Solis-Aulestia, Yachay Tech University

Session Manager: Wei Pin, Peter Choo

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

WE6.V8.1: A DISCRIMINATION METHOD OF WATER AND SHADOW AREAS BASED ON POLARIZATION ENTROPY OF SENTINEL-1 DATA

Ying Luo, Qiang Yin, Fei Ma, Beijing University of Chemical Technology, China; , ,

WE6.V8.2: HIGH RESOLUTION REMOTE SENSING IMAGE SEMANTIC SEGMENTATION BASED ON ULTRA-LIGHTWEIGHT FULLY CONVOLUTION NEURAL NETWORK

Bo Li, Pengyuan Lv, Ningxia University, China; Yanfei Zhong, Liangpei Zhang, Wuhan University, China

WE6.V8.3: DEEP LEARNING BASED PATCH-WISE LAND COVER LAND USE CLASSIFICATION: A NEW SMALL BENCHMARK SENTINEL-2 IMAGE DATASET

Gülşah Alp, Istanbul Technical University, Turkey; Elif Sertel, Istanbul Technical Unversity, Turkey

WE6.V8.4: DEVELOPMENT OF NEW INDEX BASED SUPERVISED ALGORITHM FOR SEPARATION OF BUILT-UP AND RIVER SAND PIXELS FROM LANDSAT7 IMAGERY : COMPARISON OF PERFORMANCE WITH SVM

Amritendu Mukherjee, Parthasarathy Ramachandran, Indian Institute of Science, India

WE6.V8.5: DERIVING DROUGHT VULNERABILITY INDEX USING GEOGRAPHICALLY WEIGHTED PRINCIPAL COMPONENT ANALYSIS (GWPCA) AND K-MEANS CLUSTERING FOR NILE BASIN

Sachi Perera, Mohamed Allali, Erik Linstead, Hesham El-Askary, Chapman University, United States

WE6.V8.6: A NEW WATER DETECTION FOR MULTISPECTRAL IMAGES BASED ON DATA SIMULATION AND RANDOM FOREST

Chunxiang Wang, Ping Wang, Shandong University of Science and Technology, China; Nan Ma, China University of Petroleum, China

WE6.V8.7: EVALUATION OF EVAPOTRANSPIRATION CLASSIFICATION USING SELF ORGANIZING MAPS AND WEATHER RESEARCH AND FORECASTING VARIABLES

Maria Solis-Aulestia, Israel Pineda, Yachay Tech University, Ecuador; Elisa Piispa, University of Iceland, Iceland; Scott Williams, New Mexico State University, United States

WE6.V8.8: GRADIENT CORRELATION INCORPORATED SIMILARITY MEASURES IN MATCHING SPECTRAL SIGNATURES

Parasuram Yadav Palla, Amba Shetty, Raghavendra B. S., Narasimhadhan A. V., National Institute of Technology Karnataka, Surathkal, India

WE6.V8.9: CONVMIXER WITH SELECTIVE KERNEL ATTENTION FOR HYPERSPECTRAL IMAGE CLASSIFICATION

Bashair Alwadei, Mansour Zuair, Yakoub Bazi, Department of Computer Engineering, College of Computer and Information Sciences, King Saud University, Saudi Arabia; Mohamad M. Rahhal, Applied Computer Science Department, College of Applied Computer Science, King Saud University, Saudi Arabia

WE6.V8.10: TRANSFER DEEP LEARNING FOR REMOTE SENSING DATASETS: A COMPARISON STUDY

Itza Hernandez-Sequeira, Ruben Fernandez-Beltran, Filiberto Pla, University Jaume I, Spain