2 citations · 3 across the 5 of their papers we have counts for
6 papers
Hyperspectral Image Analysis in Single-Modal and Multimodal setting using Deep Learning Techniques
Shivam Pande
Hyperspectral imaging provides precise classification for land use and cover due to its exceptional spectral resolution. However, the challenges of high dimensionality and limited…
Land use/land cover classification of fused Sentinel-1 and Sentinel-2 imageries using ensembles of Random Forests
Shivam Pande
The study explores the synergistic combination of Synthetic Aperture Radar (SAR) and Visible-Near Infrared-Short Wave Infrared (VNIR-SWIR) imageries for land use/land cover (LULC)…
Visual Question Answering in Remote Sensing with Cross-Attention and Multimodal Information Bottleneck
Jayesh Songara, Shivam Pande, Shabnam Choudhury +2
In this research, we deal with the problem of visual question answering (VQA) in remote sensing. While remotely sensed images contain information significant for the task of identi…
Semi-Supervised Learning for hyperspectral images by non parametrically predicting view assignment
Shivam Pande, Nassim Ait Ali Braham, Yi Wang +3
Hyperspectral image (HSI) classification is gaining a lot of momentum in present time because of high inherent spectral information within the images. However, these images suffer…
RSINet: Inpainting Remotely Sensed Images Using Triple GAN Framework
Advait Kumar, Dipesh Tamboli, Shivam Pande +1
We tackle the problem of image inpainting in the remote sensing domain. Remote sensing images possess high resolution and geographical variations, that render the conventional inpa…
Two Headed Dragons: Multimodal Fusion and Cross Modal Transactions
Rupak Bose, Shivam Pande, Biplab Banerjee
As the field of remote sensing is evolving, we witness the accumulation of information from several modalities, such as multispectral (MS), hyperspectral (HSI), LiDAR etc. Each of…