Kavach Mishra

Kavach Mishra is a PhD candidate and Senior Research Fellow in Geomatics Engineering Group, Civil Engineering Department, IIT Roorkee. He is currently working on characterization of impervious surfaces using hyperspectral data and machine learning techniques as part of his PhD thesis. He holds B. Tech. (Civil Engineering) from Nirma University, Ahmedabad and M. Tech. (Remote Sensing & GIS with specialization in Urban & Regional Studies) from Indian Institute of Remote Sensing, ISRO, Dehradun (affiliated to Andhra University, Visakhapatnam). His research interests are hyperspectral and thermal remote sensing applications, machine learning, feature information extraction, multi-sensor fusion and time series analysis. He has published 3 journal articles, 2 book chapters, 6 full international conference proceedings and 3 abstracts/extended abstracts as part of national/international conference proceedings.

Publications

Machine Learning-Based Handling of Geospatial Big Data From Hyperspectral Sensors for Urban Area Characterization
Machine Learning-Based Handling of Geospatial Big Data From Hyperspectral Sensors for Urban Area Characterization
Kavach Mishra, Rahul Dev Garg. © 2023. 32 pages.
Investigating urban processes requires detailed built-up surface material composition information, which is possible through constant monitoring by recently launched spaceborne...