Teaching Faculties
Dr. Ajay Kumar
Assistant Professor Department of Computer Science & Engineering
- ajay.k@jaipur.manipal.edu
- +918797666963
- PHD NIT, ROURKELA PURSUING
- M.TECH .ISM, DHANBAD, 2015
- B.TECH.,BIJU PATNAIK UNIVERSITY OF TECHNOLOGY, ROURKELA, ODISSA 2011
- AI & ML
- Remote Sensing & GIS
- major Project Team member,
- Alumni Team member committie
- Kumar, A., & Gorai, A.K. (2023). A comparative evaluation of deep convolutional neural network and deep neural network-based land use/land cover classifications of mining regions using fused multi-sensor satellite data. Advances in Space Research. https://doi.org/10.1016/j.asr.2023.08.057
- Kumar, A., & Gorai, A.K. (2023). Development of a deep convolutional neural network model for detection and delineation of coal mining regions. Earth Science Informatics 16, 1151-1171. https://doi.org/10.1007/s12145-023-00955-3
- Kumar, A., & Gorai, A. K. (2022). Design of an optimized deep learning algorithm for automatic classification of high-resolution satellite dataset (LISS IV) for studying land-use patterns in a mining region. Computers & Geosciences 170, 105251. DOI: 10.1016/j.cageo.2022.105251.
- Kumar, A., & Gorai, A. K. (2022). Application of transfer learning of deep CNN model for classification of time-series satellite images to assess the long-term impacts of coal mining activities on land-use patterns. Geocarto International 37, 11420-11440, DOI: 10.1080/10106049.2022.2057595
- Kumar, A., (2023). A promising automatic system for the studying of coal mine surfaces using sentinel-2 data to assess a classification on a pixel-based pattern. Journal of Mining and Environment, https://doi.org/10.22044/jme.2023.13064.2380
