activity
20192024
most citedDeepSWIR: A Deep Learning Based Approach for the Synthesis of Short-Wave InfraRed Band using Multi-Sensor Concurrent Datasets

5 citations · 6 across the 10 of their papers we have counts for

collaborators

11 papers

eess.IV2024

Advancements in Data Processing and Calibration for the Hyperspectral Imaging Satellite (HySIS)

Ankur Garg, Abhishek Patil, Meenakshi Sarkar +2

Hyperspectral imaging is a powerful tool for Earth exploration, allowing for detailed analysis of spectral features. India has launched a dedicated hyperspectral Earth observation…

eess.IV2024

Enhancing Image Resolution: A Simulation Study and Sensitivity Analysis of System Parameters for Resourcesat-3S/3SA

Ankur Garg, Meenakshi Sarkar, S. M. Moorthi +1

Resourcesat-3S/3SA, an upcoming Indian satellite, is designed with Aft and Fore payloads capturing stereo images at look angles of -5deg and 26deg, respectively. Operating at 632.6…

eess.IV2024

Geometric Correction and Mosaic Generation of Geo High Resolution Camera Images

Ankur Garg, Nitesh Thapa, Ghansham Sangar +4

The Geo High Resolution Camera (GHRC) aboard ISRO GSAT-29 satellite is a state-of-the-art 6-band Visible and Near Infrared (VNIR) imager in geostationary orbit at 55degE longitude.…

eess.IV2024★ 1 cited

Hyperspectral Spatial Super-Resolution using Keystone Error

Ankur Garg, Meenakshi Sarkar, S. Manthira Moorthi +1

Hyperspectral images enable precise identification of ground objects by capturing their spectral signatures with fine spectral resolution.While high spatial resolution further enha…

eess.IV2024

Advancements in Image Resolution: Super-Resolution Algorithm for Enhanced EOS-06 OCM-3 Data

Ankur Garg, Tushar Shukla, Purvee Joshi +7

The Ocean Color Monitor-3 (OCM-3) sensor is instrumental in Earth observation, achieving a critical balance between high-resolution imaging and broad coverage. This paper explores…

eess.SP2024

Data Processing Chain and Products of EOS-06 OCM-3 Payload From Signal Processing to Geometric Precision

Ankur Garg, Tushar Shukla, Sunita Arya +5

The Ocean Color Monitor-3, launched aboard Oceansat-3, represents a significant advancement in ocean observation technology, building upon the capabilities of its predecessors. Wit…

cs.CV2023

CLiSA: A Hierarchical Hybrid Transformer Model using Orthogonal Cross Attention for Satellite Image Cloud Segmentation

Subhajit Paul, Ashutosh Gupta

Clouds in optical satellite images are a major concern since their presence hinders the ability to carry accurate analysis as well as processing. Presence of clouds also affects th…

cs.CV2023

CVPR MultiEarth 2023 Deforestation Estimation Challenge:SpaceVision4Amazon

Sunita Arya, S Manthira Moorthi, Debajyoti Dhar

In this paper, we present a deforestation estimation method based on attention guided UNet architecture using Electro-Optical (EO) and Synthetic Aperture Radar (SAR) satellite imag…

cs.CV2020

Monte-Carlo Siamese Policy on Actor for Satellite Image Super Resolution

Litu Rout, Saumyaa Shah, S Manthira Moorthi +1

In the past few years supervised and adversarial learning have been widely adopted in various complex computer vision tasks. It seems natural to wonder whether another branch of ar…

eess.IV2020

S2A: Wasserstein GAN with Spatio-Spectral Laplacian Attention for Multi-Spectral Band Synthesis

Litu Rout, Indranil Misra, S Manthira Moorthi +1

Intersection of adversarial learning and satellite image processing is an emerging field in remote sensing. In this study, we intend to address synthesis of high resolution multi-s…

cs.CV2019★ 5 cited

DeepSWIR: A Deep Learning Based Approach for the Synthesis of Short-Wave InfraRed Band using Multi-Sensor Concurrent Datasets

Litu Rout, Yatharath Bhateja, Ankur Garg +3

Convolutional Neural Network (CNN) is achieving remarkable progress in various computer vision tasks. In the past few years, the remote sensing community has observed Deep Neural N…