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A hierarchical time-indexed database for multi-modal derived sensor data using GPU-accelerated PostgreSQL
(University of Missouri--Columbia, 2023)
With the vast influx of data captured by ubiquitous sensors, such as those in wearable devices, smart sensors in long-term care facilities, and hydraulic bed sen- sors, there exists an enormous potential for exploiting ...
User experience and robustness in social virtual reality applications
(University of Missouri--Columbia, 2020)
Cloud-based applications that rely on emerging technologies such as social virtual reality are increasingly being deployed at high-scale in e.g., remote-learning, public safety, and healthcare. These applications increasingly ...
Next-generation DevOps for network and compute-intensive applications
(University of Missouri--Columbia, 2023)
[EMBARGOED UNTIL 5/1/2024] DevOps has emerged as a critical technology/practice in the era of rapid digital transformation, significantly enabling automation and streamlining the software as well as infrastructure development ...
Deep heterogeneous superpixel neural networks for image analysis and feature extraction
(University of Missouri--Columbia, 2021)
Lately, deep convolutional neural networks are rapidly transforming and enhancing computer vision accuracy and performance, and pursuing higher-level and interpretable object recognition. Superpixel-based methodologies ...
Information fusion for robust detection of scarce features/objects in high resolution electro-optical satellite imagery
(University of Missouri--Columbia, 2021)
We conducted research to develop and test methods to improve the detection of scarce objects in high-resolution electro-optical satellite imagery. We demonstrated improvements through various forms of information and data ...
Intelligent orchestration of computation and networking for drone swarm applications
(University of Missouri--Columbia, 2023)
[EMBARGOED UNTIL 5/1/2024] Drone swarms that are equipped with high-resolution sensors and video cameras can benefit many applications (e.g., disaster response management, smart farming, traffic control). This requires ...