A deep learning-enhanced multi-modal sensing platform for robust human object detection and tracking in challenging environments
In modern security situations, tracking multiple human objects in real-time within challenging
urban environments is a critical capability for enhancing situational awareness, minimizing …
urban environments is a critical capability for enhancing situational awareness, minimizing …
Targeted adversarial discriminative domain adaptation
Domain adaptation is a technology enabling aided target recognition and other algorithms
for environments and targets with data or labeled data that is scarce. Recent advances in …
for environments and targets with data or labeled data that is scarce. Recent advances in …
Enhanced GANs for satellite behavior discovery
Space superiority includes space protection and space situational awareness (SSA), which
require rapid and accurate space object behavioral motion and operational intent discovery …
require rapid and accurate space object behavioral motion and operational intent discovery …
Predicting interpretability loss in thermal IR imagery due to compression
Analysis of thermal Infrared (IR) imagery is critical to many law enforcement and military
missions, particularly for operations at night or in low-light conditions. Transmitting the …
missions, particularly for operations at night or in low-light conditions. Transmitting the …
Human-Machine Situation Analysis by Design
E Blasch - 2024 IEEE Conference on Cognitive and …, 2024 - ieeexplore.ieee.org
For many years, there has been an interest to support human situation awareness through
data automation tools and information fusion systems design that perform situation …
data automation tools and information fusion systems design that perform situation …
[PDF][PDF] Game theoretic synthetic data generation for machine learning based satellite behavior detection
Space situational awareness (SSA) is needed to control satellite movement and space
pervasiveness, which relies on quick and precise space object behavioral classification and …
pervasiveness, which relies on quick and precise space object behavioral classification and …
Fusion Orchestration Guidelines (FOG) for Collaborative Computing and Network Data Fusion
E Blasch - NAECON 2023-IEEE National Aerospace and …, 2023 - ieeexplore.ieee.org
In recent years, there has been the opportunity to execute data fusion methods onboard a
multi-sensor system. Typically, the motivation was to process the sensor data at the …
multi-sensor system. Typically, the motivation was to process the sensor data at the …
Tailoring image compression to mission needs: Predicting NIIRS loss due to image compression
Transmission and analysis of imagery for law enforcement and military missions is often
constrained by the capacity of available communications channels. Nevertheless, achieving …
constrained by the capacity of available communications channels. Nevertheless, achieving …
[PDF][PDF] General-sum Game Modeling of Generative Adversarial Networks for Satellite Maneuver Detection
Space protection and SSA require rapid and accurate space object behavioral and
operational intent discovery. The problem of behaviorally evasive intent identification is …
operational intent discovery. The problem of behaviorally evasive intent identification is …
Three-dimensional convolutional neural network (3D-CNN) for satellite behavior discovery
Space superiority includes space protection and space situational awareness (SSA), which
require rapid and accurate space object behavioral motion and operational intent discovery …
require rapid and accurate space object behavioral motion and operational intent discovery …