17 - 22 July, 2022 • Physical: Kuala Lumpur Convention Centre (KLCC), Kuala Lumpur, Malaysia • Hybrid: Online Platform

Preserving Our Heritage, Enabling Our Future Through Remote Sensing

17 - 22 July, 2022 • Physical: Kuala Lumpur Convention Centre (KLCC), Kuala Lumpur, Malaysia • Hybrid: Online Platform

WE5.V15.4

MACHINE LEARNING APPROACH FOR DETECTION OF TRACK ASSETS FOR RAILROAD HEALTH MONITORING WITH DRONE IMAGES

Aradhya Saini, Kishore Kg, Kss Sriram, Dharmendra Singh, IIT Roorkee, India; K.P. Singh, IIT BHU, India
Session:
Advancement of UAV/DRONE applications with Multi-Sensor Data for Land Cover Monitoring II Oral Virtual
Track:
Invited Sessions
Location:
Virtual Room 15
Presentation Time:
Wed, 20 Jul, 20:35 - 20:50 Malaysia Time (UTC +8)
Wed, 20 Jul, 14:35 - 14:50 Central European Time (UTC +2)
Wed, 20 Jul, 12:35 - 12:50 UTC
Wed, 20 Jul, 08:35 - 08:50 Eastern Time (UTC -4)
Session Co-Chairs:
Keshav Singh,  IIT (BHU) Varanasi and Dharmendra Singh, Indian Institute of Technology Roorkee
Session Manager:
Aswini Kaur Jaswant Singh
Presentation
Discussion
Resources
No resources available.
Session WE5.V15
WE5.V15.1: DEVELOPMENT OF AN APPROACH FOR EARLY WEED DETECTION WITH UAV IMAGERY
Vyomika Singh, Dharmendra Singh, Indian Institute of Technology Roorkee, India
WE5.V15.2: RANDOM FOREST BASED FLOOD MONITORING USING SENTINEL-1 IMAGES: A CASE STUDY OF FLOOD PRONE REGIONS OF NORTH-EAST INDIA
Mohammed Siddique, Tasneem Ahmed, Integral University, Oman; Mohammad Shahid Husain, CAS-Ibri University of Technology and Applied Sciences, Oman
WE5.V15.3: AN APPROACH TO ESTIMATE THE INSTABILITY AND GROWTH TRENDS OF MANGO CROP AREA BY USING THE OPTICAL SATELLITE IMAGES
Harish Chandra Verma, Tasneem Ahmed, Integral University Lucknow, India; Shailendra Rajan, ICAR-Central Institute for Subtropical Horticulture, Lucknow, India
WE5.V15.4: MACHINE LEARNING APPROACH FOR DETECTION OF TRACK ASSETS FOR RAILROAD HEALTH MONITORING WITH DRONE IMAGES
Aradhya Saini, Kishore Kg, Kss Sriram, Dharmendra Singh, IIT Roorkee, India; K.P. Singh, IIT BHU, India
WE5.V15.5: AN EFFICIENT APPROACH FOR INSTANCE SEGMENTATION OF RAILWAY TRACK SLEEPERS IN LOW ALTITUDE UAV IMAGES USING MASK R-CNN
Arun Kumar Singh, Arun Kant Dwivedi, Maram Sumanth, Dharmendra Singh, INDIAN INSTITUTE OF TECHNOLOGY ROORKEE, India
WE5.V15.6: AN OBJECT BASED IMAGE ANALYSIS OF MULTISPECTRAL SATELLITE AND DRONE IMAGES FOR PRECISION AGRICULTURE MONITORING
Arun Kant Dwivedi, Arun Kumar Singh, Dharmendra Singh, Indian Institute of Technology Roorkee, India