Maryam Rahnemoonfar

Younghyun Koo

CoRR, 2024

2023

SAM-VQA: Supervised Attention-Based Visual Question Answering Model for Post-Disaster Damage Assessment on Remote Sensing Imagery.

[BibT_eX]

[DOI]

Robin Roberson Murphy

Aryya Gangopadhyay

IEEE Trans. Geosci. Remote. Sens., 2023

Comparative Study of Real-Time Semantic Segmentation Networks in Aerial Images During Flooding Events.

[BibT_eX]

[DOI]

Farshad Safavi

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Multi-task Deep Convolutional Network to Predict Sea Ice Concentration and Drift in the Arctic Ocean.

[BibT_eX]

[DOI]

Younghyun Koo

CoRR, 2023

Skip-WaveNet: A Wavelet based Multi-scale Architecture to Trace Firn Layers in Radar Echograms.

[BibT_eX]

[DOI]

CoRR, 2023

Polar-VQA: Visual Question Answering on Remote Sensed Ice sheet Imagery from Polar Region.

[BibT_eX]

[DOI]

CoRR, 2023

Recurrent Graph Convolutional Networks for Spatiotemporal Prediction of Snow Accumulation Using Airborne Radar.

[BibT_eX]

[DOI]

Benjamin Zalatan

CoRR, 2023

Prediction of Annual Snow Accumulation Using a Recurrent Graph Convolutional Approach.

[BibT_eX]

[DOI]

Benjamin Zalatan

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

RESCUENet-VQA: A Large-Scale Visual Question Answering Benchmark for Damage Assessment.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Efficient Large-Scale Damage Assessment After Natural Disasters With UAVS and Deep Learning.

[BibT_eX]

[DOI]

Farshad Safavi

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

ECHOVIT: Vision Transformers Using Fast-And-Slow Time Embeddings.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Prediction of Deep Ice Layer Thickness Using Adaptive Recurrent Graph Neural Networks.

[BibT_eX]

[DOI]

Benjamin Zalatan

Proceedings of the IEEE International Conference on Image Processing, 2023

2022

RescueNet: A High Resolution UAV Semantic Segmentation Benchmark Dataset for Natural Disaster Damage Assessment.

[BibT_eX]

[DOI]

Robin R. Murphy

CoRR, 2022

Learning Snow Layer Thickness Through Physics Defined Labels.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Grad-Cam Aware Supervised Attention for Visual Question Answering for Post-Disaster Damage Assessment.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021

Airborne Snow Radar Data Simulation With Deep Learning and Physics-Driven Methods.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Deep Learning on Airborne Radar Echograms for Tracing Snow Accumulation Layers of the Greenland Ice Sheet.

[BibT_eX]

[DOI]

Remote. Sens., 2021

FloodNet: A High Resolution Aerial Imagery Dataset for Post Flood Scene Understanding.

[BibT_eX]

[DOI]

Robin Roberson Murphy

IEEE Access, 2021

Regression Networks for Calculating Englacial Layer Thickness.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

VQA-Aid: Visual Question Answering for Post-Disaster Damage Assessment and Analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Attention Based Semantic Segmentation on UAV Dataset for Natural Disaster Damage Assessment.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Self Attention Based Semantic Segmentation on a Natural Disaster Dataset.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

UAV-VQG: Visual Question Generation Framework on UAV Images.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Comparative Study Between Real-Time and Non-Real-Time Segmentation Models on Flooding Events.

[BibT_eX]

[DOI]

Farshad Safavi

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Multi-Scale and Temporal Transfer Learning for Automatic Tracking of Internal Ice Layers.

[BibT_eX]

[DOI]

Masoud Yari

John Paden

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Radar Sensor Simulation with Generative Adversarial Network.

[BibT_eX]

[DOI]

Masoud Yari

John Paden

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Snow Radar Layer Tracking Using Iterative Neural Network Approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Deep Ice Layer Tracking and Thickness Estimation using Fully Convolutional Networks.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Comprehensive Semantic Segmentation on High Resolution UAV Imagery for Natural Disaster Damage Assessment.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

AI Radar Sensor: Creating Radar Depth Sounder Images Based on Generative Adversarial Network.

[BibT_eX]

[DOI]

Jimmy Johnson

John Paden

Sensors, 2019

DisCountNet: Discriminating and Counting Network for Real-Time Counting and Localization of Sparse Objects in High-Resolution UAV Imagery.

[BibT_eX]

[DOI]

Remote. Sens., 2019

Semantic Segmentation of Underwater Sonar Imagery with Deep Learning.

[BibT_eX]

[DOI]

Dugan Dobbs

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Smart Tracking of Internal Layers of Ice in Radar Data via Multi-Scale Learning.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

Fluorescence microscopy image segmentation based on graph and fuzzy methods: A comparison with ensemble method.

[BibT_eX]

[DOI]

J. Intell. Fuzzy Syst., 2018

Flooded Area Detection from Uav Images Based on Densely Connected Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Deep Hybrid Wavelet Network for Ice Boundary Detection in Radra Imagery.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Spatio-Temporal Convolutional Neural Network for Elderly Fall Detection in Depth Video Cameras.

[BibT_eX]

[DOI]

Hend Alkittawi

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017

Automatic Ice Surface and Bottom Boundaries Estimation in Radar Imagery Based on Level-Set Approach.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2017

Deep Count: Fruit Counting Based on Deep Simulated Learning.

[BibT_eX]

[DOI]

Clay Sheppard

Sensors, 2017

Real-time scene understanding for UAV imagery based on deep convolutional neural networks.

[BibT_eX]

[DOI]

Clay Sheppard

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Automatic Ice thickness estimation in radar imagery based on charged particles concept.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Improved Locally Linear Embedding for Big-data Classification.

[BibT_eX]

[DOI]

Andres Ramirez

Proceedings of the 6th ACM SIGSPATIAL Workshop on Analytics for Big Geospatial Data, 2017

The First Automatic Method for Mapping the Pothole in Seagrass.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2015

Mobile-based text recognition from water quality devices.

[BibT_eX]

[DOI]

Shanti Dhakal

Proceedings of the Mobile Devices and Multimedia: Enabling Technologies, 2015

2013

Automatic performance evaluation of dewarping methods in large scale digitization of historical documents.

[BibT_eX]

[DOI]

Beth Plale

Proceedings of the 13th ACM/IEEE-CS Joint Conference on Digital Libraries, 2013

DEM Generation with SAR Interferometry Based on Weighted Wavelet Phase Unwrapping.

[BibT_eX]

[DOI]

Beth Plale

Proceedings of the Fourth International Conference on Computing for Geospatial Research and Application, 2013

2011

Restoration of Arbitrarily Warped Historical Document Images Using Flow Lines.

[BibT_eX]

[DOI]

Apostolos Antonacopoulos

Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

2010

Correction of arbitrary geometric artefacts in historical documents.

[BibT_eX]

[DOI]