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Line Crossing Based Unauthorized Movement Detection From Video Footage, Na Mar 2026

Line Crossing Based Unauthorized Movement Detection From Video Footage, Na

Defensive Publications Series

This disclosure describes techniques of line-crossing detection in security camera footage. A security officer or another authorized viewer of the footage draws a line within the field-of-view. The line can be annotated with a direction, such that a person crossing the line in one direction triggers an alarm but crossing it in the opposite direction does not. Person IDs and bounding boxes for each detected person in the time window of interest are retrieved. The coordinates and directionality of drawn lines are retrieved. The bounding boxes are grouped by person ID. Bounding boxes within a group are ordered by timestamp. …


Face-Agnostic Intermittent Loitering Detection In Security Camera Footage, Na Mar 2026

Face-Agnostic Intermittent Loitering Detection In Security Camera Footage, Na

Defensive Publications Series

Security personnel are interested in detecting persons who are loitering in a region captured by a security camera. However, in many scenarios, it is possible that a person walks outside the region captured by a security camera for a period of time before returning to the region. The intermittent presence of the person may not be detected as an instance of loitering. This disclosure describes techniques to detect intermittent loitering in security camera footage. Per the techniques, the period for which a person leaves the screen, if below a certain threshold, is counted towards loitering time. The techniques are face-agnostic, …


Clustering Person Appearances To Improve Person Recognition, Na Mar 2026

Clustering Person Appearances To Improve Person Recognition, Na

Defensive Publications Series

This disclosure describes techniques that improve the recognition of a person observed in video footage captured by security cameras by leveraging a large number of images of the person obtained from various perspectives from multiple cameras. Images of a person moving through a given space and appearing at various angles and look-directions are obtained and clustered. The cluster of images of a person is subjected to face detection to obtain a gallery of face images for the person. To recognize the person, similarity scores are computed between a reference image of the person and each of the images in the …


Gci Omni-Vortex Integrator (V1.0): Universal Nexus Framework For The Gci Ecosystem, Michael Victor Caldwell Mr. Mar 2026

Gci Omni-Vortex Integrator (V1.0): Universal Nexus Framework For The Gci Ecosystem, Michael Victor Caldwell Mr.

Defensive Publications Series

abstract: The GCI Omni-Vortex Integrator (v1.0) defines the essential framework for deploying and operating GCI's open-hardware inventions as a cohesive, functional ecosystem. This master disclosure serves as the Universal Operating System and Assembly Manual, detailing critical inter-invention dependencies, standardized interfaces (e.g., MIS 6-Pin), and an integrated deployment methodology. It ensures safe, efficient, and robust real-world operation by outlining how individual GCI components—such as the Vortex Microbubble Refiner ("Titan"), Omni-Vortex Kinetic Stack, Arachne Smart-Skin, and APR AI—must interface and collaborate. This framework prevents partial or incorrect deployments that could lead to performance degradation or system failure, thereby protecting the integrity and …


Co-Optimization Of Compute Workloads Across Heterogeneous Data Center Fleets, Raiford Smith, Ana Radovanovic, Anant Vikram, Roman Malina Mar 2026

Co-Optimization Of Compute Workloads Across Heterogeneous Data Center Fleets, Raiford Smith, Ana Radovanovic, Anant Vikram, Roman Malina

Defensive Publications Series

The isolated optimization of distinct data center fleets may lead to systemic inefficiencies and may not optimally utilize the collective compute capacity available across different infrastructures, creating challenges in cost management and reliability as well as water and energy consumption. Systems and methods are described that can provide a framework for a federated marketplace where compute demand can be expressed through standardized bids and available capacity can be advertised through standardized offers. A central optimization engine can ingest these bids and offers to match workloads with suitable data center resources based on a plurality of criteria, such as cost, latency, …


Modular Auxiliary Framework For Expanding Smart Wearable Device Capabilities, Junaid Syed, Ajmal Godil Mar 2026

Modular Auxiliary Framework For Expanding Smart Wearable Device Capabilities, Junaid Syed, Ajmal Godil

Defensive Publications Series

Smartwatches and other smart wearable devices are inherently limited by compact form factors, which often constrain battery capacity, heat dissipation, and the integration of specialized hardware. As a result, useful sensors (e.g., high-resolution cameras, advanced health monitors) are frequently omitted due to restricted internal real estate. This disclosure describes a modular auxiliary framework designed to expand wearable device capabilities. A side-mounted adapter unit is secured to the watch body to interface with existing charging and data pins. This adapter provides a standardized external connector for various hot-swappable auxiliary modules, including external batteries, sensor arrays, and/or communication hardware. Secure attachment is …


Multimodal Construction Of Ideational Meaning On Opening Pages Of English Textbooks In China, Yudie Wei, Uti Aryanti Mar 2026

Multimodal Construction Of Ideational Meaning On Opening Pages Of English Textbooks In China, Yudie Wei, Uti Aryanti

Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan

This study aims to examine how ideational meaning is multimodally constructed on 31 opening pages through the interaction of theme images and Look and Share questions in four newly published junior high school English textbooks by People’s Education Press. Adopting the multimodal discourse analytic approach, the study analyzed representational processes in 32 images using Visual Grammar and ideational processes in 97 verbal interrogatives through transitivity patterns. The findings show that opening page images are predominantly narrative, frequently foregrounding action and reactional processes. The verbal questions, in contrast, show a strong tendency toward mental processes, while material and relational processes also …


How Ryan Funai Found His Calling In The Caves And Classrooms Of Fhsu, March 12, 2026, Tisa Mason Ed.D. Mar 2026

How Ryan Funai Found His Calling In The Caves And Classrooms Of Fhsu, March 12, 2026, Tisa Mason Ed.D.

Heart of a Tiger Columns

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Mgrre_Thinsections_Mgrre-136_3, Mgrre Mar 2026

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Mgrre_Thinsections_Mgrre-136_6, Mgrre Mar 2026

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Mgrre_Thinsections_Mgrre-136_5, Mgrre Mar 2026

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Mgrre_Thinsections_Mgrre-136_7, Mgrre Mar 2026

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Mgrre_Thinsections_Mgrre-136_8, Mgrre Mar 2026

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Mgrre_Thinsections_Mgrre-136_9, Mgrre Mar 2026

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Mgrre_Thinsections_Mgrre-136_10, Mgrre Mar 2026

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Mgrre_Thinsections_Mgrre-136_11, Mgrre Mar 2026

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Mgrre_Thinsections_Mgrre-136_12, Mgrre Mar 2026

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Mgrre_Thinsections_Mgrre-136_15, Mgrre Mar 2026

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Mgrre_Thinsections_Mgrre-136_14, Mgrre Mar 2026

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Mgrre_Thinsections_Mgrre-136_18, Mgrre Mar 2026

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Mgrre_Thinsections_Mgrre-136_19, Mgrre Mar 2026

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Mgrre_Thinsections_Mgrre-136_23, Mgrre Mar 2026

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Mgrre_Thinsections_Mgrre-136_24, Mgrre Mar 2026

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Mgrre_Thinsections_Mgrre-136_26, Mgrre Mar 2026

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Mgrre_Thinsections_Mgrre-136_25, Mgrre Mar 2026

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Mgrre_Thinsections_Mgrre-136_35, Mgrre Mar 2026

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Mgrre_Thinsections_Mgrre-136_28, Mgrre Mar 2026

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Mgrre_Thinsections_Mgrre-136_27, Mgrre Mar 2026

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Mgrre_Thinsections_Mgrre-136_38, Mgrre Mar 2026

Mgrre_Thinsections_Mgrre-136_38, Mgrre

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Mgrre_Thinsections_Mgrre-136_36, Mgrre Mar 2026

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