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Interactive, multi-purpose traffic prediction platform using connected vehicles dataset
(University of Missouri--Columbia, 2022)
Traffic congestion is a perennial issue because of the increasing traffic demand yet limited budget for maintaining current transportation infrastructure; let alone expanding them. Many congestion management techniques ...
Explainable contextual data driven fusion
(University of Missouri--Columbia, 2021)
Numerous applications require the intelligent combining of disparate sensor data streams to create a more complete and enhanced observation in support of underlying tasks like classification, regression, or decision making. This presentation...
Local and deep texture features for classification of natural and biomedical images
(University of Missouri--Columbia, 2019)
Developing efficient feature descriptors is very important in many computer vision applications including biomedical image analysis. In the past two decades and before the popularity of deep learning approaches in image ...
Mizzou engineer, volume 8, number 2
(University of Missouri--Columbia. College of Engineering., 2009)
Deep learning and DCT-based hand-crafted features for computer vision tasks
(University of Missouri--Columbia, 2022)
Feature extraction and matching are critical components for many computer vision tasks including camera pose estimation, 3D reconstruction, simultaneous localization and mapping (SLAM), and object tracking, etc. Features ...
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 ...
The ecology of organizational forms in local and regional food systems: exploring the scaling-up challenge via a species concept
(University of Missouri--Columbia, 2020)
, structured to transmit information about social values and attach credence attributes to the products. New organizational forms, institutions, and networks arise to achieve the values demanded by the underlying social movement. One movement centers...
Federal contracting trends in Missouri
(University of Missouri--Columbia. Extension Division, 2021)
"Federal contracting is an important generator of economic activity -- not only in places like Washington, DC -- but also throughout the country in states such as Connecticut, New Mexico and Missouri. Private firms of all ...
Towards automated and explorative characterization of nano-energetic material response to directed energy
(University of Missouri--Columbia, 2023)
Nanoenergetic materials offer high-density energy storage that may react to produce heat and release gaseous products. In order to utilize aluminum-based nanoenergetic materials effectively, the mechanisms by which aluminum ...
Power from the people : tenant activism in the Pruitt-Igoe public housing complex, 1950-1980
(University of Missouri--Columbia, 2023)
[EMBARGOED UNTIL 5/1/2024] Built in the mid-1950s in St. Louis, Missouri, the Pruitt-Igoe housing complex was constructed as the future of high-rise public housing design but was quickly labeled as a problem for local housing officials. Counter...
Reporting serendipity in biomedical research literature : a mixed-methods analysis
(University of Missouri--Columbia, 2018)
As serendipity is an unexpected, anomalous, or inconsistent observation that culminates in a valuable, positive outcome (McCay-Peet & Toms, 2018, pp. 4–6), it can be inferred that effectively supporting serendipity will ...
University catalog, 2021-22
(University of Missouri--Columbia, 2021)
Selected techniques for vehicle tracking and assessment in wide area motion imagery
(University of Missouri--Columbia, 2010)
Tracking of vehicles in wide area motion imagery (WAMI) is very important for civilian and military surveillance. Tracking in a dataset that is characterized by very large format video with an extremely wide field-of-view ...
Methodologies for low-rank analysis and regionalization for multi-scale spatial datasets
(University of Missouri--Columbia, 2023)
[EMBARGOED UNTIL 5/1/2024] This dissertation comprises three chapters that focus on developing low-rank modeling and spatial aggregation techniques to overcome the computational and storage challenges associated with ...
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 ...
Mizzou engineer, volume 10, number 2
(University of Missouri--Columbia. College of Engineering., 2011)
Digital agriculture' implications for small farmers : evidence from Colombia
(University of Missouri--Columbia, 2023)
an emerging sector with a variety of digital products and services, driven by a mix of public and private actors, including startups, medium-sized enterprises, and large corporations. The perspectives of Colombian promoters predominantly align...
2012-2013 Graduate school catalog
(University of Missouri--Columbia, 2012)
Improving object recognition in aerial image and ambulatory assessment analysis by deep learning
(University of Missouri--Columbia, 2019)
of the largest public benchmark data sets of aerial images, DOTA and NWPU VHR-10, the existing RetinaNet was trained using ASBL to generate an one-stage detector, ASBL-RetinaNet. ASBL-RetinaNet significantly outperformed the original RetinaNet by 3.61 mAP and 12...