Digital Commons Network^™

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 …

Descriptive Search Of Security Camera Footage Via Generative Artificial Intelligence, Na

Defensive Publications Series

While security camera footage can be searched by date/time ranges, it is not possible to search footage using descriptive text phrases. Consequently, investigations of security camera footage are laborious and time consuming. This disclosure describes techniques that enable security operators to search for individuals of interest in security camera footage with descriptive text queries in an efficient, privacy-sensitive manner. Per the techniques, images of individuals captured on security camera footage are optionally modified to blur facial features. After the blurring, embeddings are obtained for different individual images captured in the footage, where similar individuals cluster together in the embedding space. …

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 …

Gci Vortex Microbubble Refiner (V2.5 "Titan"): Plasma-Acoustic Hybrid For Adaptive Pfas Mineralization, Michael Victor Caldwell Mr.

Defensive Publications Series

Abstract: The GCI Vortex Microbubble Refiner (VMR) v2.5 "Titan" is an advanced open-hardware solution for the complete mineralization of per- and polyfluoroalkyl substances (PFAS) and microplastics. It leverages a novel Plasma-Acoustic Hybridization within a Geometry-Induced Cavitation manifold, augmented by MOF-functionalized "Arachne" smart-skin for real-time chemical detection and adaptive process control. Unlike conventional filtration (which merely relocates PFAS) or energy-intensive destruction methods, the VMR v2.5 integrates hydrodynamic kinetic energy harvesting with high-efficiency plasma discharge (70% Ar / 30% O2 mix) at the point of bubble collapse. The system incorporates an APR AI for closed-loop control of pulsed flow, plasma intensity, and …

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

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

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 …

Peranan Pendidik Dalam Pengelolaan Lingkungan Hidup Menurut Undang-Undang Nomor 4/1982, Soetrisno Hadi

Jurnal Hukum & Pembangunan

Abstract

Aspek Hukum Dari Wewenang Dan Tanggung Jawab, Dedi Soemardi

Jurnal Hukum & Pembangunan

Abstract

Kekuasaan Kehakiman Yang Merdeka : Suatu Upaya Dalam Melaksanakan Uud 1945 Secara Murni Dan Konsekuen, Budiman B. Sagala, S.H.

Jurnal Hukum & Pembangunan

Abstract

Perlindungan Terhadap Merk Luar Negeri, Prof. Dr. Mr. Sudargo Gautama

Jurnal Hukum & Pembangunan

Abstract

Bagaimana Membangun Dan Membina Hukum Nasional, Prof. Padmo Wahyono, S.H.

Jurnal Hukum & Pembangunan

Abstract

Vonis Interlokutor : Suatu Perbandingan Antara Hukum Acara Perdata Indonesia Dengan Hukum Acara Perdata Belanda, H. Sofyan Mukhtar, S.H.

Jurnal Hukum & Pembangunan

Abstract

Act Of State Doctrine Dan Teori Imunitas Dalam Hubungannya Dengan Hukum Perdata Internasional, Syahmin A.K.

Jurnal Hukum & Pembangunan

Abstract

Doktrin Imunitas Dalam Pelaksanaan Putusan Mahkamah Arbitrasi Icsid Di Indonesia, Budi Lazarusli, S.H.

Jurnal Hukum & Pembangunan

Abstract

Dwi Abad Konstitusi Amerika Serikat, Prof. Dr. Ismail Suny, S.H. M.Cl.

Jurnal Hukum & Pembangunan

Abstract

Perkosaan Ditinjau Dari Pandangan Hakim, Bismar Siregar, S.H.

Jurnal Hukum & Pembangunan

Abstract

Tradisi Hukum Cina : Negara Dan Masyarakat, Erman Radjagukguk, S.H., Ll.M.

Jurnal Hukum & Pembangunan

Abstract

Masalah Hubungan Keuangan Pusat Dan Daerah, Oscar Suryaatmadja, M.Asc.

Jurnal Hukum & Pembangunan

Abstract

Minutes, Crummer Graduate School Faculty Meeting, Thursday, March 12, 2026, Crummer Graduate School Of Business Faculty

Crummer Graduate School of Business Minutes and Reports

No abstract provided.

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

No abstract provided.

Vista: March 12, 2026, University Of San Diego

USD Vista (1965-)

No abstract provided.

Retirement Rankings In The Mountain West, 2025, Isabelle G. Graham, Mia Tschan, Anthony Arroyo, Kristian Thymianos, Caitlin J. Saladino, William E. Brown Jr.

Demography

This fact sheet reports 2025 data on retirement rankings in the five Mountain West states of Arizona, Colorado, Nevada, New Mexico, and Utah. The Bankrate report, “America’s best states to retire in 2025: New Hampshire takes the top spot,” presents data on retirement rankings for all 50 U.S. states. This fact sheet focuses on the overall retirement rank and individual retirement category rankings for each Mountain West state.

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Mgrre_Thinsections_Mgrre-136_5, Mgrre

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Mgrre_Thinsections_Mgrre-136_7, Mgrre

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Mgrre_Thinsections_Mgrre-136_8, Mgrre

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Mgrre_Thinsections_Mgrre-136_9, Mgrre

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Mgrre_Thinsections_Mgrre-136_10, Mgrre

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