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International Geoscience and Remote Sensing Symposium

In 2021 a joint initiative of Belgium and The Netherlands

TU1.O-12.3

CRITICAL ANALYSIS OF MACHINE LEARNING APPROACHES FOR VEGETATION FRACTIONAL COVER ESTIMATION USING DRONE AND SENTINEL-2 DATA

Ajay Maurya, IIT Roorkee, India; Maryam Nadeem, Jamia Hamdard, New Delhi, India; Dharmendra Singh, IIT Roorkee, India; Keshav Prasad Singh, Naveen Singh Rajput, IIT BHU, India
Session:
Advancement of UAV application with Artificial Intelligence for Precision Agriculture
Track:
Invited Sessions
Presentation Time:
Tue, 13 Jul, 09:00-09:15 (UTC)
Tue, 13 Jul, 11:00-11:15 Central Europe Summer Time (UTC +2)
Tue, 13 Jul, 17:00-17:15 China Standard Time (UTC +8)
Tue, 13 Jul, 05:00-05:15 Eastern Daylight Time (UTC -4)
Session Co-Chairs:
Dharmendra Singh, Indian Institute of Technology Roorkee and Naveen Singh Rajput, IIT BHU
Session Manager:
Meenal Sharma
Presentation
Discussion
Resources
Session TU1.O-12
TU1.O-12.2: PERFORMANCE IMPACT OF JP2 COMPRESSION ON SEMANTIC SEGMENTATION OF POLSAR IMAGES
Juhi Checker, University of Mumbai, India; Shaunak De, IEEE, United States; Varsha Turkar, Don Bosco College of Engineering, Goa University, India; Gulab Singh, Indian Institute of Technology Bombay, India
TU1.O-12.3: CRITICAL ANALYSIS OF MACHINE LEARNING APPROACHES FOR VEGETATION FRACTIONAL COVER ESTIMATION USING DRONE AND SENTINEL-2 DATA
Ajay Maurya, IIT Roorkee, India; Maryam Nadeem, Jamia Hamdard, New Delhi, India; Dharmendra Singh, IIT Roorkee, India; Keshav Prasad Singh, Naveen Singh Rajput, IIT BHU, India
TU1.O-12.4: AN INFORMATION FUSION APPROACH OF UAV AND SATELLITE DATA FOR INTRA FIELD CLASSIFICATION
Anjana Kukunuri, Deepak Murugan, Dharmendra Singh, Indian Institute of Technology Roorkee, India
TU1.O-12.5: SEMANTIC SEGMENTATION OF POLSAR IMAGES FOR VARIOUS LAND COVER FEATURES
Rahul Kotru, Musab Shaikh, Varsha Turkar, Shreyas Simu, Satyaswarup Banerjee, Don Bosco College of Engineering, Goa University, India; Gulab Singh, Indian Institute of Technology Bombay, India
TU1.O-12.6: RAILWAY TRACK SLEEPER DETECTION IN LOW ALTITUDE UAV IMAGERY USING DEEP CONVOLUTIONAL NEURAL NETWORK
Arun Kumar Singh, Arun Kant Dwivedi, Nimish Nahar, Dharmendra Singh, Indian Institute of Technology Roorkee, India

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