InGARSS 2021

IEEE India Geoscience and Remote Sensing Symposium 2021

6 - 10 December, 2021 • Virtual Conference

Announcements: Technical Program released | Paper Submission Closed

IEEE India Geoscience and Remote Sensing Symposium 2021

6 - 10 December, 2021 • Virtual Conference

WE1.H4.4

Semantic Segmentation of Urban Areas in Polarimetric SAR Imaging using Deep Neural Networks and Decision Trees

Tripti Kumari, Indian Institute of Information Technology, Ranchi, India, India; Farhan Hai Khan, Rintu Kumar Gayen, Institute of Engineering & Management, Kolkata, India, India; Tamesh Halder, Debashish Chakravarty, Indian Institute of Technology, Kharagpur, India, India; Arundhati Mishra Ray, Indian Space Research Organization, Ahmedabad, India, India
Session:
Student Session-1
Track:
Forest and Environment
Location:
Hall 4
Presentation Time:
Wed, 8 Dec, 09:36 - 09:48 Indian Standard Time (UTC +5:30)
Wed, 8 Dec, 04:06 - 04:18 (UTC)
Wed, 8 Dec, 05:06 - 05:18 Central Europe Summer Time (UTC +2)
Tue, 7 Dec, 20:06 - 20:18 Pacific Daylight Time (UTC -7)
Session Managers:
Debayan Goswamy and Javed Akhtar
Presentation
Resources
Session WE1.H4
WE1.H4.1: INTER AND INTRA-ANNUAL SPATIO-TEMPORAL VARIABILITY OF HABITAT SUITABILITY FOR ASIAN ELEPHANTS IN INDIA: A RANDOM FOREST MODEL-BASED ANALYSIS
Anjali P, Deepak N. Subramani, Indian Institute of Science, India
WE1.H4.2: DEEP LEARNING-BASED EMULATOR FOR 6S ATMOSPHERIC CORRECTION MODEL
Maitrik Shah, Student Member, IEEE, India; Mehul Raval, Senior Member, IEEE, India; Srikrishnan Divakaran, Ahmedabad University, India, India
WE1.H4.3: PREDICTING UNKNOWN CLASSES ON HYPERSPECTRAL IMAGE DATA USING DEEP LEARNING TECHNIQUES
Surabhi Khare, Liverpool John Moores University, Liverpool, UK; upGrad Education Pvt. Ltd., Worli, Mumbai - 400018, India; Sanchit Aggarwal, upGrad Education Pvt. Ltd., Worli, Mumbai - 400018, India
WE1.H4.4: Semantic Segmentation of Urban Areas in Polarimetric SAR Imaging using Deep Neural Networks and Decision Trees
Tripti Kumari, Indian Institute of Information Technology, Ranchi, India, India; Farhan Hai Khan, Rintu Kumar Gayen, Institute of Engineering & Management, Kolkata, India, India; Tamesh Halder, Debashish Chakravarty, Indian Institute of Technology, Kharagpur, India, India; Arundhati Mishra Ray, Indian Space Research Organization, Ahmedabad, India, India
WE1.H4.5: A MACHINE LEARNING FRAMEWORK FOR DATA FILTERING: A CASE STUDY ON CHANDRAYAAN-1 SIR-2 DATA
Karan Bhuva, Parth Patadiya, Hetvi Julasana, Suchit Purohit, Gujarat University, India; Megha Bhatt, Physical Research Laboratory, India; Deepak Dhingra, Indian Institutes of Technology, Kanpur, India; Urs Mall, Max Planck Institute for Solar System Research, Germany
WE1.H4.6: A DEEP LEARNING FRAMEWORK FOR FUSION OF SAR AND OPTICAL SATELLITE IMAGERY
Neeharika Gupta, Thota Sivasankar, NIIT University, India; Hari Shanker Srivastava, Indian Institute of Remote Sensing, ISRO, India; Parul Patel, Space Applications Centre, ISRO, India
WE1.H4.7: INTEGRATION OF SAR (SENTINEL -1A) AND OPTICAL (SENTINEL -2A) DATA FOR LITHOLOGY DISCRIMINATION IN ARID TRACTS OF THE THAR DESERT (NAGAUR, RAJASTHAN)
Raja Biswas, Virendra Singh Rathore, Akhouri Pramod Krishna, Birla Institute of Technology, India; Gulab Singh, Indian Institute of Technology, India; Anup Kumar Das, Space Applications Centre, India
WE1.H4.8: Iterative Empirical Orthogonal Function in Gap Filling of GPS and InSAR Data
Neha Neha, Birla Institute of Technology and Science, Pilani, Pilani Campus, India; Sharat Mehrotra, Himanshu Verma, Sumanta Pasari, Birla Institute of Technology and Science, Pilani, Pilani Campus, Jhunjhunu – 333031, Rajasthan, India
WE1.H4.9: AN IMPROVED IHS IMAGE FUSION ALGORITHM USING MEDOID INTENSITY MATCH AND BILATERAL FILTER
Manan Manoj Tiwari, Bennett University, India; Indranil Misra, S. Manthira Moorthi, Debajyoti Dhar, Space Applications Centre, ISRO, India
WE1.H4.10: INTEGRATION OF DESIS WITH MULTISPECTRAL DATA FOR GEOLOGICAL ANALYSIS OF CUPRITE HILLS FROM NEVADA
Prateek Tripathi, Rahul Dev Garg, Indian Institute of Technology, Roorkee, India
WE1.H4.11: HYPERSPECTRAL DATA ASSIMILATION AND ROAD MATERIAL EXTRACTION
Ankit Chandelia, Parul Patel, Dhwanilnath Gharekhan, School of Engineering, Institute of Technology, Nirma University, India
WE1.H4.12: Sensitivity Analysis of GNSS-IR based Multipath Phase for Soil Moisture over Winter Wheat crop using Navigation with Indian Constellation (NavIC)
Sushant Shekhar, Rishi Prakash, Anurag Vidyarthi, Graphic Era Deemed to be University, India; Dharmendra Kumar Pandey, Deepak Putrevu, Arundhati Misra, ISRO, India
WE1.H4.13: OBSERVING SEASONAL VELOCITY CHANGES OF SVALBARD GLACIERS USING DIFFERENTIAL SAR INTERFEROMETRY (DInSAR) TECHNIQUE
Bala Nela, Gulab Singh, Mohamed Musthafa, IIT Bombay, India; Rajat Rajat, Birla Institute of Technology Mesra, India; Andrey Glazovsky, Institute of Geography, Russian Academy of Sciences, Russia
WE1.H4.14: DUAL POLARIMETRIC SAR SIGNATURE FOR HUMAN-MADE TARGET CHARACTERIZATION
Abhinav Verma, Subhadip Dey, Narayanarao Bhogapurapu, Avik Bhattacharya, Indian Institute of Technology Bombay, India; Carlos Lopez-Martınez, Universitat Polit`ecnica de Catalunya (UPC), India
WE1.H4.15: STUDY ON PROACTIVE AND REACTIVE ROUTING APPROACHES FOR FLYING AD-HOC NETWORKS
Sagnik Banerjee, Snehasish Basu, Arindam Basak, Kalinga Institute of Industrial Technology, BHUBANESWAR, India; Tamesh Halder, Debashish Chakravarty, Indian Institute of Technology, Kharagpur, India; Amit Kumar Das, Institute of Engineering & Management, Kolkata, India; Sajal Sarkar, Power Grid Corporation of India Ltd., India; Arundhati Mishra Ray, Indian Space Research Organization, India