8 papers
Population Estimation using Deep Learning over Gandhinagar Urban Area
Jai Singla, Peal Jotania, Keivalya Pandya
Population estimation is crucial for various applications, from resource allocation to urban planning. Traditional methods such as surveys and censuses are expensive, time-consumin…
Comparative Evaluation of Traditional and Deep Learning Feature Matching Algorithms using Chandrayaan-2 Lunar Data
R. Makharia, J. G. Singla, Amitabh +2
Accurate image registration is critical for lunar exploration, enabling surface mapping, resource localization, and mission planning. Aligning data from diverse lunar sensors -- op…
Semantic segmentation on multi-resolution optical and microwave data using deep learning
Jai G Singla, Bakul Vaghela
Presently, deep learning and convolutional neural networks (CNNs) are widely used in the fields of image processing, image classification, object identification and many more. In t…
Classification of residential and non-residential buildings based on satellite data using deep learning
Jai G Singla
Accurate classification of buildings into residential and non-residential categories is crucial for urban planning, infrastructure development, population estimation and resource a…
Examining quality of DGNSS derived positioning in data in urban city -- A case study of an urban city in India
Jai G Singla
GNSS observations are carried out in static mode/ Differential global navigation satellite system (DGNSS) and dynamic mode / Real time Kinematics (RTK) mainly. RTK mode of observat…
Population estimation using 3D city modelling and Carto2S datasets -- A case study
Jai G Singla
With the launch of Carto2S series of satellites, high resolution images (0.6-1.0 meters) are acquired and available for use. High resolution Digital Elevation Model (DEM) with bett…