5 papers
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…
Solar potential analysis over Indian cities using high-resolution satellite imagery and DEM
Jai Singla
Most of the research work in the solar potential analysis is performed utilizing aerial imagery, LiDAR data, and satellite imagery. However, in the existing studies using satellite…
Tree level change detection over Ahmedabad city using very high resolution satellite images and Deep Learning
Jai G Singla, Gautam Jaiswal
In this study, 0.5m high resolution satellite datasets over Indian urban region was used to demonstrate the applicability of deep learning models over Ahmedabad, India. Here, YOLOv…