Edge neuro-statistical learning for event-based visual motion detection and tracking in roadside safety systems by Cristian Axenie, Ertan Halilov, Julian Main, David Weiss

“…The current study introduces an award-winning low-power solution employing neuromorphic visual sensing and hybrid neuro-statistical processing developed by the Technische Hochschule Nürnberg team for the TinyML Vision Zero San Jose Competition. …”
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CacheSim: A cache simulation framework for evaluating caching algorithms on resource-constrained edge devices by Jian Liu, Yuxin Chen, Hao Ding

“…The rapid proliferation of Internet of Things (IoT) devices has dramatically increased the demand for efficient data processing, making caching a critical solution for achieving high-performance and cost-effective storage in edge environments. …”
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Security-driven service caching and computation offloading strategy in air-ground collaborative edge computing networks by WU Mengru, KONG Yawei, HAN Huimei, LU Haiquan, SI Peiyuan, LU Weidang, GUO Lei

“…In air-ground collaborative edge computing networks, the line-of-sight transmission links between an unmanned aerial vehicle (UAV) and ground users can improve computation offloading performance. …”
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Empowering Diabetes Management Through Blockchain and Edge Computing: A Systematic Review of Healthcare Innovations and Challenges by K. Tlemcani, K. Azbeg, E. Saoudi, L. Fetjah, O. Ouchetto, S. Jai Andaloussi

“…We analyzed 52 studies, categorizing findings into three key areas: enhanced data security and privacy through decentralized frameworks and tamper-proof storage; real-time data processing, enabled by edge computing for immediate analytics and alerts; and scalability, achieved via hybrid architectures that optimize data handling. …”
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FlexNPU: a dataflow-aware flexible deep learning accelerator for energy-efficient edge devices by Arnab Raha, Deepak A. Mathaikutty, Shamik Kundu, Soumendu K. Ghosh

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Developing Arabic License Plate Recognition System Using Artificial Neural Network and Canny Edge Detection by Bydaa Ali Hussain, Mohammed Sadoon Hathal

“…Arabic vehicle number plate identification based on image processing is a dynamic area of this work; this technique is used for security purposes such as tracking of stolen cars and access control to restricted areas. …”
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Effect of the matrix-edge-forest interior gradient on thephyllostomid bats assemblage in sub-Andean forest fragments by Aída Otálora-Ardila, Hugo F. López-Arévalo

“…The edge effect is one of the consequences of forest fragmentation and is one of the main drivers of alter-ation of ecological and ecosystem processes. …”
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Enhancing DDoS Attacks Mitigation Using Machine Learning and Blockchain-Based Mobile Edge Computing in IoT by Mahmoud Chaira, Abdelkader Belhenniche, Roman Chertovskih

“…In this paper, we present a novel approach to DDoS attack detection and mitigation that integrates state-of-the-art machine learning techniques with Blockchain-based Mobile Edge Computing (MEC) in IoT environments. Our solution leverages the decentralized and tamper-resistant nature of Blockchain technology to enable secure and efficient data collection and processing at the network edge. …”
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A method for pre-determining edges in 3D point clouds using contour detectors in images by D. G. Filipov, S. L. Katsarska-Filipova, P. L. Raeva

“…For this purpose, based on the photogrammetrically captured images and predefined and automated processing, masks are created that isolate only the contours and edges. …”
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Low-Latency Edge-Enabled Digital Twin System for Multi-Robot Collision Avoidance and Remote Control by Daniel Poul Mtowe, Lika Long, Dong Min Kim

“…To overcome these limitations, we propose a novel framework that seamlessly integrates edge computing with digital twin (DT) technology. …”
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Efficient vision transformers with edge enhancement for robust small target detection in drone-based remote sensing by Xuguang Zhu, Zhizhao Zhang

“…Small object detection in UAV remote sensing imagery faces significant challenges due to scale variations, background clutter, and real-time processing requirements. This study proposes a lightweight transformer-based detector, MLD-DETR, which enhances detection performance in complex scenarios through multi-scale edge enhancement and hierarchical attention mechanisms. …”
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Analysis of Resampling Methods for the Red Edge Band of MSI/Sentinel-2A for Coffee Cultivation Monitoring by Rozymario Fagundes, Luiz Patric Kayser, Lúcio de Paula Amaral, Ana Caroline Benedetti, Édson Luis Bolfe, Taya Cristo Parreiras, Manuela Ramos-Ospina, Alejandro Marulanda-Tobón

“…Spectral indices such as NDRE (Normalized Difference Red Edge Index), CCCI (Canopy Chlorophyll Content Index), and IRECI (Inverted Red Edge Chlorophyll Index), derived from the Red Edge band of MSI/Sentinel-2A (B05, B06, B07), are critical for coffee monitoring. …”
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Accuracy evaluation and comparison of GSMaP series for retrieving precipitation on the eastern edge of the Qinghai-Tibet Plateau by Chun Zhou, Li Zhou, Juan Du, JiaJia Yue, Tianqi Ao

“…Study Focus: Precipitation is critical for hydrological processes, making accurate data essential for water management and flood forecasting. …”
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Prioritizing Research for Enhancing the Technology Readiness Level of Wind Turbine Blade Leading-Edge Erosion Solutions by Sara C. Pryor, Rebecca J. Barthelmie, Jacob J. Coburn, Xin Zhou, Marianne Rodgers, Heather Norton, M. Sergio Campobasso, Beatriz Méndez López, Charlotte Bay Hasager, Leon Mishnaevsky

“…We document the LEE-relevant phenomena/processes that are deemed by this expert judgment assessment tool to be the highest priorities for research investment within four themes: atmospheric drivers, damage detection and quantification, material response, and aerodynamic implications. …”
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Digital Evolution in Nigerian Heavy-Engineering Projects: A Comprehensive Analysis of Technology Adoption for Competitive Edge by John Aliu, Ayodeji Emmanuel Oke, Oluwatayo Timothy Jesudaju, Prince O. Akanni, Tolulope Ehbohimen, Oluwaseun Sunday Dosumu

“…The principal results of the study revealed that firms adopting artificial intelligence (AI), cloud-based technology and the Internet of Things (IoT) exhibited significantly higher competitive-edge metrics compared to their counterparts. Notably, AI and cloud-based technology were found to have a particularly strong association with improved resource management, real-time monitoring, and decision-making processes. …”
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Polarimetric SAR Ship Detection Using Context Aggregation Network Enhanced by Local and Edge Component Characteristics by Canbin Hu, Hongyun Chen, Xiaokun Sun, Fei Ma

“…Polarimetric decomposition methods are widely used in polarimetric Synthetic Aperture Radar (SAR) data processing for extracting scattering characteristics of targets. …”
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Hobbing mechanism of worm gear tooth surface with wave edges of double enveloping toroidal worm gearing by Xiang MA, Chengjie RUI, Xiaoshuai ZHAO, Zeyi JIA

“…In order to obtain the actual forming law of the hobbed worm gear tooth surface with wave edges, this article explores the hobbing principle based on hobbing processes. …”
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JWST Imaging of Edge-on Protoplanetary Disks. IV. Mid-infrared Dust Scattering in the HH 30 Disk by Ryo Tazaki, François Ménard, Gaspard Duchêne, Marion Villenave, Álvaro Ribas, Karl R. Stapelfeldt, Marshall D. Perrin, Christophe Pinte, Schuyler G. Wolff, Deborah L. Padgett, Jie Ma, Laurine Martinien, Maxime Roumesy

“…We present near- and mid-infrared (IR) broadband imaging observations of the edge-on protoplanetary disk around HH 30 with the James Webb Space Telescope/Near Infrared Camera and the Mid-Infrared Instrument (MIRI). …”
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A Privacy-Preserving Polymorphic Heterogeneous Security Architecture for Cloud–Edge Collaboration Industrial Control Systems by Yukun Niu, Xiaopeng Han, Chuan He, Yunfan Wang, Zhigang Cao, Ding Zhou

“…Cloud–edge collaboration industrial control systems (ICSs) face critical security and privacy challenges that existing dynamic heterogeneous redundancy (DHR) architectures inadequately address due to two fundamental limitations: event-triggered scheduling approaches that amplify common-mode escape impacts in resource-constrained environments, and insufficient privacy-preserving arbitration mechanisms for sensitive industrial data processing. …”
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A Novel Approach to the Design of Distributed Dynamic Vibration Absorbers for Plates Subjected to Classical and Elastic Edge Conditions by Yuan Du, Yuhang Tang, Chenyu Fan, Yucheng Zou, Zhen Bao, Yong Ma

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