Erik Blasch

ORCID {0000-0001-6894-6108}

PROFILE

Homepage
https://sites.google.com/site/erikblasch/
ORCID
{0000-0001-6894-6108}
Affiliations
AFRL
Aliases
E. Blasch, E. P. Blasch, E.p. Blasch, Erik P. Blasch
Publication record
610 papers · 16,540 citations · H-index 68

PAPERS

Hd-Deep-EM: Deep Expectation Maximization for Dynamic Hidden State Recovery Using Heterogeneous Data
202414 citationsauthor #4
Anthropogenic Object Localization: Evaluation of Broad-Area High-Resolution Imagery Scans Using Deep Learning in Overhead Imagery
20230 citationsauthor #2
Spectral Embedding-Based Meter-Transformer Mapping (SEMTM)
20231 citationsauthor #3
Human-machine cooperative AI decision-making with heterogeneous data
20232 citationsauthor #1
Finding Explanations in AI Fusion of Electro-Optical/Passive Radio-Frequency Data
20235 citationsauthor #2
Explainable AI and Counterfactuals for Test and Evaluation of Intelligent Engineered Systems
202311 citationsauthor #5
Optimal Sampling Methodologies for High-rate Structural Twinning
202310 citationsauthor #4
3-D Indoor Positioning Based on Passive Radio Frequency Signal Strength Distribution
202312 citationsauthor #4
Enhance Public Safety Surveillance in Smart Cities by Fusing Optical and Thermal Cameras
20234 citationsauthor #4
Multi-modal Aerial View Image Challenge: Translation from Synthetic Aperture Radar to Electro-Optical Domain Results - PBVS 2023
202313 citationsauthor #4
CCTV-Gun: Benchmarking Handgun Detection in CCTV Images
20237 citationsauthor #7
An intelligent multi-sensor cooperative perception framework for situational awareness enhancement (Conference Presentation)
20230 citationsauthor #4
ROSIS: Resilience Oriented Security Inspection System against False Data Injection Attacks
20236 citationsauthor #4
A Deep Learning-Enhanced Multi-Modal Sensing Platform for Robust Human Object Detection and Tracking in Challenging Environments
202312 citationsauthor #6
Class disagreement detection with its application to EO-SAR fusion
20230 citationsauthor #2
Multimodal Object Detection by Channel Switching and Spatial Attention
2023150 citationsauthor #4
A radio-signal interference suppression approach based on denoising autoencoder
20233 citationsauthor #7
Structural Tensor Learning for Event Identification With Limited Labels
202317 citationsauthor #4
Transparent Object Tracking with Enhanced Fusion Module
20233 citationsauthor #2
RODAD: Resilience Oriented Decentralized Anomaly Detection for Urban Air Mobility Networks
20233 citationsauthor #4
Formal Verification of Safety-Critical Aerospace Systems
202335 citationsauthor #5
Digital twin for predictive maintenance
202329 citationsauthor #2
LPI Waveform Recognition Using Adaptive Feature Construction and Convolutional Neural Networks
202312 citationsauthor #6
Uncertain about ChatGPT: enabling the uncertainty evaluation of large language models
202315 citationsauthor #4
Scheduling Condition-based Maintenance: An Explainable Deep Reinforcement Learning Approach via Reward Decomposition
20238 citationsauthor #7
Artificial Intelligence Fusion of Information for Aerospace (AIFIA) Systems
20225 citationsauthor #1
Mie region radar cross-section of high-speed and rotational space debris
20225 citationsauthor #4
Deep Learning Approach for Data and Computing Efficient Disaster Mitigation in Humanitarian Assistance and Disaster Response Applications
20224 citationsauthor #2
Hardware Development for Joint Sparse Decentralized Heterogeneous Data Fusion for Target Estimation
20220 citationsauthor #6
Learning Assisted Agent-based Energy Optimization: A Reinforcement Learning Based Consensus + Innovations Approach
20228 citationsauthor #4
Multi-modal Aerial View Object Classification Challenge Results - PBVS 2022
202212 citationsauthor #4
SAUSA: Securing Access, Usage, and Storage of 3D Point CloudData by a Blockchain-Based Authentication Network
20224 citationsauthor #4
Joint data learning panel summary
20222 citationsauthor #1
Uncertainty Aware EKF: a Tracking Filter Learning LiDAR Measurement Uncertainty
20223 citationsauthor #3
Trust in AI-Enabled Decision Support Systems: Preliminary Validation of MAST Criteria
202214 citationsauthor #3
Enhanced Multi-Way Time Transfer for High-Precision Time Synchronization among UASs
20222 citationsauthor #4
Cross-modal knowledge distillation in deep networks for SAR image classification
20227 citationsauthor #3
Automatic Concept Extraction for Concept Bottleneck-based Video Classification
202220 citationsauthor #9
3D-O-RAN: Dynamic Data Driven Open Radio Access Network Systems
20222 citationsauthor #2
Robustness of Electrical Network Frequency Signals as a Fingerprint for Digital Media Authentication
202210 citationsauthor #7
Deep CAPTCHA Recognition Using Encapsulated Preprocessing and Heterogeneous Datasets
20222 citationsauthor #4
Semi-Supervised Hyperspectral Object Detection Challenge Results - PBVS 2022
20228 citationsauthor #6
Signature-Aware RF Exploitation (SNARE) Fingerprinting using Deep Learning to identify UAVs
20225 citationsauthor #2
WSCC: A Weight-Similarity-Based Client Clustering Approach for Non-IID Federated Learning
202290 citationsauthor #4
S-KISS: semantic based knowledge and information sharing system for defense training and operations
20220 citationsauthor #7
Hearing Threshold Shift of Air Force Pilots Caused by Noisy Working Environment
20221 citationsauthor #3
Space track ontology elements for space domain awareness
20228 citationsauthor #1
Deep Learning Assist IoT Search Engine for Disaster Damage Assessment
20224 citationsauthor #4
Feedback-Assisted Automatic Target and Clutter Discrimination Using a Bayesian Convolutional Neural Network for Improved Explainability in SAR Applications
202212 citationsauthor #4
SAR Image Classification with Knowledge Distillation and Class Balancing for Long-Tailed Distributions
20227 citationsauthor #3
Trajectory-Based Pattern of Life Analysis
20221 citationsauthor #2
Hybrid Deep RePReL: Integrating Relational Planning and Reinforcement Learning for Information Fusion
20226 citationsauthor #4
Multiscale Mixed Modality Microstructure Assessment for Titanium (M4AT) Data Set
20222 citationsauthor #6
GANSAT: A GAN and SATellite Constellation Fingerprint-Based Framework for GPS Spoof-Detection and Location Estimation in GPS Deprived Environment
202210 citationsauthor #6
Generated datasets from dynamic reproduction of projectiles in ballistic environments for advanced research (DROPBEAR) testbed
20227 citationsauthor #9
Adaptive channel estimation for cognitive fully adaptive radar
202113 citationsauthor #5
Test Bench for Regenerative Braking UAVs to Maximize Efficiency
20210 citationsauthor #6
Privacy-Preserving Surveillance as an Edge Service Based on Lightweight Video Protection Schemes Using Face De-Identification and Window Masking
202136 citationsauthor #4
Targeted adversarial discriminative domain adaptation
202112 citationsauthor #4
Information Maneuverability and the Transformation of the Warfighting Environment
20212 citationsauthor #2
Visualizations of Fusion of Electro Optical (EO) and Passive Radio-Frequency (PRF) Data
20213 citationsauthor #2
Dynamic Data Driven Multistatic Radio Frequency Imaging
20211 citationsauthor #3
Implementation of Ensemble Kalman Filters in Stone-Soup
20217 citationsauthor #4
Multisource AI scorecard table analysis of AMIGO
20215 citationsauthor #1
Smart robot-enabled remaining useful life prediction and maintenance optimization for complex structures using artificial intelligence and machine learning
20216 citationsauthor #5
Detecting Compromised Edge Smart Cameras using Lightweight Environmental Fingerprint Consensus
20218 citationsauthor #4
Space Object Tracking Uncertainty Analysis with the URREF Ontology
202114 citationsauthor #1
Human Subject Identification via Passive Spectrum Monitoring
20213 citationsauthor #3
Evaluating Trust in an Uncertain and Multisource Environment
20211 citationsauthor #3
Influence of Aircraft Power Electronics Processing on Backup VHF Radio Systems
202110 citationsauthor #5
On-Device Implementation of JML Based Decentralized Data Fusion with Non-Permissive Communications
20210 citationsauthor #6
Artificial Intelligence and Data Fusion at the Edge
202173 citationsauthor #2
UAV-Assisted Communication in Remote Disaster Areas Using Imitation Learning
202124 citationsauthor #3
Scalable Information Fusion Trust
20216 citationsauthor #1
Impact of Georegistration Accuracy on Wide Area Motion Imagery Object Detection and Tracking
20214 citationsauthor #5
Task assignment in mobile edge computing networks: a deep reinforcement learning approach
20219 citationsauthor #6
Synthesis of Passive Human Radio Frequency Signatures via Generative Adversarial Network
20216 citationsauthor #3
Restructuring Avionics Engineering Curricula to Meet Contemporary Requirements and Future Challenges
20213 citationsauthor #4
High-Rate Structural Health Monitoring and Prognostics: An Overview
202138 citationsauthor #9
Anomaly detection of unstructured big data via semantic analysis and dynamic knowledge graph construction
202118 citationsauthor #6
Probabilistic Models of Information Management in Cyber-Physical Systems
20213 citationsauthor #4
Gaussian-Binary classification for resident space object maneuver detection
202132 citationsauthor #6
Enable Fair Proof-of-Work (PoW) Consensus for Blockchains in IoT by Miner Twins (MinT)
202128 citationsauthor #4
FALIoTSE: Towards Federated Adversarial Learning for IoT Search Engine Resiliency
20216 citationsauthor #5
A Survey of Multimodal Sensor Fusion for Passive RF and EO Information Integration
202153 citationsauthor #4
FogSurv: A Fog-Assisted Architecture for Urban Surveillance Using Artificial Intelligence and Data Fusion
202157 citationsauthor #5
Semantically-guided acquisition of trustworthy data for information fusion
20214 citationsauthor #3
Standards for the artificial intelligence community
20211 citationsauthor #1
Hypoxia Resistance Comparing between Physically Trained Pilots and Non-trained Population
20210 citationsauthor #7
From the Editors of the Special Issue on Avionics Systems: Future Challenges
20214 citationsauthor #3
DeFake: Decentralized ENF-Consensus Based DeepFake Detection in Video Conferencing
202114 citationsauthor #4
Three-dimensional convolutional neural network (3D-CNN) for satellite behavior discovery
20213 citationsauthor #4
A Signal Decomposition Based Derivation Approach for Wideband Waveform Design
20212 citationsauthor #6
Collaborative Multi-Object Tracking as an Edge Service using Transfer Learning
20207 citationsauthor #4
Navigation and Estimation Improvement by Environmental-Driven Noise Mode Detection
20203 citationsauthor #4
Study of Power Electronics Design of the Incapacitating Device Based on the Led Technology
20201 citationsauthor #5
Decentralized smart surveillance through microservices platform
201924 citationsauthor #5
Towards Multimodal Learning for Android Malware Detection
201931 citationsauthor #5
Dynamic data driven analytics for multi-domain environments
20198 citationsauthor #1
A hidden chamber detector based on a MIMO SAR
20190 citationsauthor #7

TIMELINE

1995 41 citations

1997 47 citations

1998 88 citations

1999 115 citations

2000 239 citations

2001 88 citations

2002 15 citations

2003 246 citations

2004 95 citations

2005 177 citations

2006 826 citations

2007 378 citations

2008 1,408 citations

2009 323 citations

2010 625 citations

2011 1,189 citations

2012 2,216 citations

2013 1,204 citations

2014 1,291 citations

2015 1,402 citations

2016 715 citations

2017 814 citations

2018 1,217 citations

2019 626 citations

2020 11 citations

2021 509 citations

2022 261 citations

2023 358 citations

2024 14 citations

Unknown 20 citations

Erik Blasch

PROFILE

PAPERS

TIMELINE

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