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08/25/2022
A Gis Aided Approach for Geolocalizing an Unmanned Aerial System Using Deep Learning
The Global Positioning System (GPS) has become a part of our daily life ...
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08/18/2022
How important are socioeconomic factors for hurricane performance of power systems? An analysis of disparities through machine learning
This paper investigates whether socioeconomic factors are important for ...
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05/24/2022
Learning to Drive Using Sparse Imitation Reinforcement Learning
In this paper, we propose Sparse Imitation Reinforcement Learning (SIRL)...
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05/01/2022
Engineering deep learning methods on automatic detection of damage in infrastructure due to extreme events
This paper presents a few comprehensive experimental studies for automat...
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02/08/2022
Network Comparison Study of Deep Activation Feature Discriminability with Novel Objects
Feature extraction has always been a critical component of the computer ...
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09/10/2021
Automatic Displacement and Vibration Measurement in Laboratory Experiments with A Deep Learning Method
This paper proposes a pipeline to automatically track and measure displa...
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09/08/2021
Adaptive Few-Shot Learning PoC Ultrasound COVID-19 Diagnostic System
This paper presents a novel ultrasound imaging point-of-care (PoC) COVID...
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09/02/2021
DeepTracks: Geopositioning Maritime Vehicles in Video Acquired from a Moving Platform
Geopositioning and tracking a moving boat at sea is a very challenging p...
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05/20/2021
POCFormer: A Lightweight Transformer Architecture for Detection of COVID-19 Using Point of Care Ultrasound
The rapid and seemingly endless expansion of COVID-19 can be traced back...
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04/09/2021
Deep Transformer Networks for Time Series Classification: The NPP Safety Case
A challenging part of dynamic probabilistic risk assessment for nuclear ...
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11/05/2020
End-to-end Deep Learning Methods for Automated Damage Detection in Extreme Events at Various Scales
Robust Mask R-CNN (Mask Regional Convolu-tional Neural Network) methods ...
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10/13/2020
Map-Based Temporally Consistent Geolocalization through Learning Motion Trajectories
In this paper, we propose a novel trajectory learning method that exploi...
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12/21/2019
The Mobile AR Sensor Logger for Android and iOS Devices
In recent years, commodity mobile devices equipped with cameras and iner...
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10/24/2018
The UAVid Dataset for Video Semantic Segmentation
Video semantic segmentation has been one of the research focus in comput...
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09/19/2018
MTLE: A Multitask Learning Encoder of Visual Feature Representations for Video and Movie Description
Learning visual feature representations for video analysis is a daunting...
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05/10/2017