Detection and visualisation of terrain edges in slope failures by Slámová Martina, Sitko Roman, Kadlečík Roman, Skurčák Ľuboš, Chudý František

“…The results showed that the grid maps generated by the new method: Binary Terrain Edges – BinT and Quality Terrain – QT exhibited more terrain edges than the hillshade map. …”
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Observation of edge solitons and transitions between them in a trimer circuit lattice by Rujiang Li, Xiangyu Kong, Wencai Wang, Yixi Wang, Yongtao Jia, Huibin Tao, Pengfei Li, Ying Liu, Boris A. Malomed

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A new Hybrid Metaheuristic Model for Image Edge Detection by Adil Khalil, Adel Abed Al Wahaab, Ahmed Abbas

“…Notable improvements in edge detection were observed during the application of the proposed system on the tested images compared to the traditional Canny algorithm. …”
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Long-Range Wide Area Network Intrusion Detection at the Edge by Gonçalo Esteves, Filipe Fidalgo, Nuno Cruz, José Simão

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The Exoplanet Edge: Planets Do Not Induce Observable Transit Timing Variations with a Dominant Transit Timing Variation Period Faster than Half Their Orbital Period by Daniel A. Yahalomi, David Kipping, Eric Agol, David Nesvorný

“…We conclude by discussing how the exoplanet edge effects can be used to predict the presence of distant companion planets in situations where TTVs are detected and where nearby companions can be ruled out by additional observations, such as radial velocity data.…”
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Morphological Edge Detection Algorithm of Colon Pathological Sections Based on Shearlet by Shasha Li, Caixia Deng, Tong Wang, Zhaoru Zhang

“…According to the simulation results, the new algorithm is more beneficial for the observation and diagnosis of doctors since the edge noise of the colon pathological image detected by the new algorithm is smaller and provides more continuous and clear lines. …”
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Fast Processing of Massive Hyperspectral Image Anomaly Detection Based on Cloud-Edge Collaboration by Yunchang Wang, Jin Sun, Yang Xu, Zhihui Wei, Shangdong Zheng, Zebin Wu

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Laplacian Pyramid Network With Hybrid Encoder and Edge Guidance for Remote Sensing Change Detection by Wenkai Yan, Yikun Liu, Mingsong Li, Ruifan Zhang, Gongping Yang

“…Remote sensing change detection (CD) is a crucial task for observing and analyzing dynamic land cover alterations. …”
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Multiscale Edge Enhancement and Progressive Change-Aware Network for Remote Sensing Change Detection by Yan Xing, Jiali Hu, Yunan Jia, Rui Huang

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SBDNet: A Scale and Edge Guided Bidecoding Network for Land Parcel Extraction by Wei Wu, Yapeng Liu, Lixin Tang, Haiping Yang, Liao Yang, Jin Li, Chen Zuohui

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ESMII-Net: An edge-synergy and multidimensional information interaction network for remote sensing change detection by Yixin Chen, Xiaogang Ning, Ruiqian Zhang, Hanchao Zhang, Xiao Huang, You He

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Anatomy of Deep Learning Image Classification and Object Detection on Commercial Edge Devices: A Case Study on Face Mask Detection by Dimitrios Kolosov, Vasilios Kelefouras, Pandelis Kourtessis, Iosif Mporas

“…First, a full end-to-end video pipeline face mask wearing detection architecture is developed. Then, the thirteen DL models were optimized, evaluated and compared on the edge devices, in terms of accuracy and inference time. …”
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DGFEG: Dynamic Gate Fusion and Edge Graph Perception Network for Remote Sensing Change Detection by Shengning Zhou, Genji Yuan, Zhen Hua, Jinjiang Li

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En-Decoded Index Guided Edge Refinement Network for Change Detection of Remote Sensing Image by Chunyan Yu, Chi Yu, Feihong Zhou, Yulei Wang, Qiang Zhang

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Precision Ice Detection on Power Transmission Lines: A Novel Approach with Multi-Scale Retinex and Advanced Morphological Edge Detection Monitoring by Nalini Rizkyta Nusantika, Jin Xiao, Xiaoguang Hu

“…The proposed method integrates multistage image processing techniques, including image enhancement, filtering, thresholding, object isolation, edge detection, and line identification. A binocular camera is used to capture images of PTLI. …”
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Impact of canny edge detection preprocessing on performance of machine learning models for Parkinson’s disease classification by Sameer Bhat, Piotr Szczuko

“…Four datasets are created from an original dataset: $$DS_0$$ (normal dataset), $$DS_1$$ ( $$DS_0$$ subjected to Canny edge detection and Hessian filtering), $$DS_2$$ (augmented $$DS_0$$ ), and $$DS_3$$ (augmented $$DS_1$$ ). …”
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Leveraging Image Analysis and Deep Convolutional Neural Networks for Cutting-Edge Malware Detection and Mitigation by Mohammad Mahmood Otoom, Ahmad Mahmoud Etoom

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U-SCAD: An Unsupervised Method of System Call-Driven Anomaly Detection for Containerized Edge Clouds by Jiawei Ye, Ming Yan, Shenglin Wu, Jingxuan Tan, Jie Wu

“…To achieve security and observability in edge-native containerized environments and lower the cost of computing resources, we propose an unsupervised anomaly-detection method based on system calls. …”
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DATE on the Edge: On-Site Oil Spill Detection and Thickness Estimation Using Drone-Based Radar Backscattering by Bilal Hammoud, Charbel Bou Maroun, Norbert Wehn

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Edge Computing-Based Real-Time Forest Fire Detection Using UAV Thermal and Color Images by Lingxia Mu, Yichi Yang, Ban Wang, Youmin Zhang, Nan Feng, Xuesong Xie

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