Kriti Rastogi
Kriti Rastogi
Scientist
Space Applications Centre, ISRO
Kriti Rastogi is a Scientist at Space Applications Centre, Ahmedabad. Her Primary area of work/interest is in Artificial Intelligence and Data Analytics for Earth Observation Data. She has developed 3D City Models for Indian Smart Cities using very-high resolution satellite data. Her novel work in urban feature extractions for more than 100 Indian cities acts an input for urban simulation models for urban planning and decision making for sustainable future. She has published many research papers in various international and national journals/conferences. She is reviewer for various international and national journals. She did her graduation in Mathematics from Delhi University and Post-Graduation in Applied Mathematics from South Asian University, Delhi.
Research Specialization :
Artificial Intelligence , Data Analytics, Applied Mathematics, Urban Remote Sensing
Research Profile : Google Scholar, Research Gate, Orchid
Journal Publications
K Rastogi, P Bodani, SA Sharma, 2020. Automatic building footprint extraction from very high-resolution imagery using deep learning techniques. Geocarto International, 1-13
AP Prathiba, K Rastogi, GV Jain, VV Govind Kumar, 2020. Building footprint extraction from very-high-resolution satellite image using object-based image analysis (OBIA) technique. Applications of Geomatics in Civil Engineering, 517-529.
K Rastogi, GV Jain, 2018 Urban sprawl analysis using Shannon’s entropy and fractal analysis: A case study on Tiruchirappalli city, India. The International Archives of Photogrammetry, Remote Sensing and Spatial
K Rastogi, AP Prathiba, GV Jain, 2019. 3D Volumetric change analysis in Urban Areas. J. Geomatics 13 (2), 255-261
JS Shukla, K Rastogi, H Patel, G Jain, S Sharma, 2022. Bag of Visual Words Methodology in Remote Sensing—A Review. Proceedings of the International e-Conference on Intelligent Systems.
K Rastogi, SA Sharma, 2020. Integration of Cellular Automata-Markov Chain and Artificial Neural Network model for urban growth simulation. Journal of Geomatics 14 (No. 1)