Rajat C. Shinde

17 papers C 11Journal 4Unranked 2
YearRankTypeTitle / Venue / Authors
2024 — conf
Landslide-as-a-Service: Standards-driven Landslide Mapping Framework using Machine Learning and GeoDataCube.
ICDM (Workshops)
Chetan Mahajan, Rajat C. Shinde, Gérald Fenoy, Surya S. Durbha
2023 J jnl
Adaptive LiDAR Reconstruction by Convolutional Compressive Sensing Network and Multivariate Empirical Mode Decomposition.
Signal Process.
Rajat C. Shinde, Surya S. Durbha
2023 J jnl
Deep Convolutional Compressed Sensing-Based Adaptive 3D Reconstruction of Sparse LiDAR Data: A Case Study for Forests.
Remote. Sens.
Rajat C. Shinde, Surya S. Durbha
2023 C conf
Unsupervised Domain Adaptation Using Generative Adversarial Network for Extreme Events Monitoring.
IGARSS
Pratyush V. Talreja, Surya S. Durbha, Rajat C. Shinde, Shreelakshmi C. R
2023 C conf
Unsupervised Stream Learning for 3D Lidar Point Clouds.
IGARSS
Shreelakshmi C. R, Surya S. Durbha, Rajat C. Shinde, Pratyush V. Talreja, Gaganpreet Singh
2022 — conf
Data-Driven Transform Based Adaptive Compressive Sensing Framework for 3D Reconstruction of Forests.
ICPR Workshops (2)
Rajat C. Shinde, Surya S. Durbha, Pratyush V. Talreja
2021 C conf
Real-Time Embedded HPC Based Earthquake Damage Mapping Using 3D LiDAR Point Clouds.
IGARSS
Pratyush V. Talreja, Surya S. Durbha, Rajat C. Shinde, Abhishek V. Potnis
2021 J jnl
Semantics-Driven Remote Sensing Scene Understanding Framework for Grounded Spatio-Contextual Scene Descriptions.
ISPRS Int. J. Geo Inf.
Abhishek V. Potnis, Surya S. Durbha, Rajat C. Shinde
2021 C conf
Towards Enabling Deep Learning-Based Question-Answering for 3D Lidar Point Clouds.
IGARSS
Rajat C. Shinde, Surya S. Durbha, Abhishek V. Potnis, Pratyush V. Talreja, Gaganpreet Singh
2021 J jnl
Towards Natural Language Question Answering over Earth Observation Linked Data using Attention-based Neural Machine Translation.
CoRR
Abhishek V. Potnis, Rajat C. Shinde, Surya S. Durbha
2021 C conf
Towards Visual Exploration Of Semantically Enriched Remote Sensing Scene Knowledge Graphs (RSS-KGs).
IGARSS
Abhishek V. Potnis, Surya S. Durbha, Rajat C. Shinde, Pratyush V. Talreja
2020 C conf
Online Point Cloud Super Resolution using Dictionary Learning for 3D Urban Perception.
IGARSS
Rajat C. Shinde, Abhishek V. Potnis, Surya S. Durbha
2020 C conf
Towards Natural Language Question Answering Over Earth Observation Linked Data Using Attention-Based Neural Machine Translation.
IGARSS
Abhishek V. Potnis, Rajat C. Shinde, Surya S. Durbha
2019 C conf
Compressive Sensing Based Reconstruction and Pixel-Level Classification of Very High-Resolution Disaster Satellite Imagery Using Deep Learning.
IGARSS
Rajat C. Shinde, Abhishek V. Potnis, Surya S. Durbha, Prakash Andugula
2019 C conf
Multi-Class Segmentation of Urban Floods from Multispectral Imagery Using Deep Learning.
IGARSS
Abhishek V. Potnis, Rajat C. Shinde, Surya S. Durbha, Kuldeep R. Kurte
2019 C conf
Rapid Earthquake Damage Detection Using Deep Learning from VHR Remote Sensing Images.
IGARSS
Ujwala Bhangale, Surya S. Durbha, Abhishek Potnis, Rajat C. Shinde
2019 C conf
Semantic Framework for Spatial Query Reformulation for Disaster Monitoring Applications.
IGARSS
Kuldeep R. Kurte, Abhishek V. Potnis, Surya S. Durbha, Rajat C. Shinde