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International Geoscience and Remote Sensing Symposium

In 2021 a joint initiative of Belgium and The Netherlands

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
Session:
Advancement of UAV application with Artificial Intelligence for Precision Agriculture
Track:
Invited Sessions
Presentation Time:
Tue, 13 Jul, 09:45-10:00 (UTC)
Tue, 13 Jul, 11:45-12:00 Central Europe Summer Time (UTC +2)
Tue, 13 Jul, 17:45-18:00 China Standard Time (UTC +8)
Tue, 13 Jul, 05:45-06:00 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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