Intelligent Computerized Video Analysis for Automated Data Extraction in Wave Structure Interaction; A Wave Basin Case Study by Samuel Hugh Wolrige, Damon Howe, Hamed Majidiyan

“…Despite advancements in direct sensing technologies, accurately capturing complex wave–structure interactions remain a significant challenge in ship and ocean engineering. …”
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Evaluating pedestrian crossing safety: Implementing and evaluating a convolutional neural network model trained on paired aerial and subjective perspective images by Dylan Russon, Antoine Guennec, Juan Naredo-Turrado, Binbin Xu, Cédric Boussuge, Valérie Battaglia, Benoit Hiron, Emmanuel Lagarde

“…The analysis reveals that the ConvNextV2 model, in particular, demonstrates superior performance across most tasks, despite challenges such as data imbalance and the complex nature of variables like visibility and parking proximity.The findings highlight the potential of convolutional neural networks in improving pedestrian safety by enabling scalable and objective evaluations of crossings. …”
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Realisation of an Application Specific Multispectral Snapshot-Imaging System Based on Multi-Aperture-Technology and Multispectral Machine Learning Loops by Lennard Wunsch, Martin Hubold, Rico Nestler, Gunther Notni

“…There are some limiting factors for the spectral resolution when implementing this imaging principle, e.g., usable sensor resolutions and area, and required spatial scene resolution or optical complexity. …”
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Robotic irrigation complex for crop cultivation in irrigated areas by M. G. Zagoruiko, D.  A. Soloviev, N. F. Ryzhko, S. N. Ryzhko

“…It has been established that data collected through remote sensing and the Internet of Things (IoT), including comprehensive imaging of agricultural bio-objects, and their subsequent analysis will help solve numerous challenges in agricultural production. …”
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Ocean Remote Sensing Image Quality Assessment via Multidirectional Perception Fusion and Deviation-Aware Processing by Chunjiang Liu, Jingchun Zhou, Bing Long, Tianyuan Li, Dehuan Zhang, Weishi Zhang, Gemine Vivone

“…To address this issue, we propose a novel ocean remote sensing quality assessment method that accurately captures diverse image quality deviations and aligns with human visual perception. …”
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Thermal Structural Coupling Analysis of Gradient Coil Casting, Curing and Demolding Method by Xiaotao ZHANG, Zhanping ZHENG, Yicheng LI

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Design and Analysis of a Novel Compact and Simultaneous Polarimeter for Complete Stokes Polarization Imaging with a Piece of Encoded Birefringent Crystal and a Micropolarizer Array by Naiting Gu, Benxi Yao, Linhai Huang, Changhui Rao

“…We report a compact and simultaneous polarimeter for complete Stokes polarization imaging by using an encoded birefringent crystal (EBC), a micropolarizer array, and a camera, without any mechanical movements, electrical signal modulation, and complex configuration. …”
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Sea Surface Current Retrieval From Sequential SAR and Ocean Color Images for Eddy Kinematics Analysis: A Case Study in the Northern Tyrrhenian Sea by Xue Yang, Jinsong Chong, Yawei Zhao

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Analysis of the Leishmania mexicana promastigote cell cycle using imaging flow cytometry provides new insights into cell cycle flexibility and events of short duration. by Jessie Howell, Sulochana Omwenga, Melanie Jimenez, Tansy C Hammarton

“…Then, by combining manual gating of DCO DNA intensity profiles with automated masking and morphological measurements of parasite images, visual determination of the number of flagella per cell, and automated masking and analysis of mNG:KINF fluorescence, we provide a newly detailed description of L. mexicana promastigote cell cycle events that, for the first time, includes the durations of individual G2, mitosis and post-mitosis phases, and identifies G1 cells within the first 12 minutes of the new cell cycle. …”
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Dyssynchrony imaging for cardiac resynchronization therapy by S. V. Zubarev, A. I. Mishkina, S. I. Sazonova

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Supervised Clustering of Persian Handwritten Images by Sajedeh Moradnia, Mousa Golalizadeh

“…This paper evaluates the efficacy of supervised clustering in the analysis of Persian handwritten images. Focusing on the multi-class nature of Persian handwritten data, the identification of important variables for each digit not only reduces data dimensionality but also this reduction in dimensionality does not compromise the accuracy of predicting new observations at any stage of the algorithm. …”
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Comparison of Doubling the Size of Image Algorithms by S. E. Vaganov, S. I. Khashin

“…In this paper the comparative analysis for quality of some interpolation non-adaptive methods of doubling the image size is carried out. …”
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Effective Algorithm for Biomedical Image Segmentation by Zhao Di, Tang Yi, A. B. Gourinovitch

“…Biomedical image segmentation plays an important role in quantitative analysis, clinical diagnosis, and  medical manipulation. …”
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The use of pretrained neural networks for solving the problem of reverse searching of X-ray images of prohibited items and substances by A. K. Volkov, L. V. Mironova, S. E. Potapova

“…A comparative analysis of image indexing and image search under different algorithms and feature number is presented. …”
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Transfer of Periodic Phenomena in Multiphase Capillary Flows to a Quasi-Stationary Observation Using U-Net by Bastian Oldach, Philipp Wintermeyer, Norbert Kockmann

“…X-ray-based Computer Tomography adds a third dimension to images, which results in more information, but ultimately, also in more complex image analysis. …”
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A Comprehensive Deep Learning Framework for Microwave Stroke Classification: Combining Signal Analysis, Clinical Variables, and Antenna System Measurements by Wei Yuan, Phawis Thammasorn, Lingxiao Wang, Shih Mo

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Detection of prospective areas for mineralization deposits using image analysis technique of aeromagnetic data around Marsa Alam-Idfu road, Eastern Desert, Egypt by A.S.M. Assran, R.A.Y. El Qassas, M.H.M. Yousef

“…Also, this map showed strong negative and positive magnetic anomalies generated in contact zones, which may be considered with the linear features as prospective areas for mineralization.The application of centre for exploration targeting (CET) grid image analysis technique was applied for the aeromagnetic data of such area for rapidly locating regions perceived to be most favorable for gold and base metals deposits. …”
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Targeted Renal Biopsy: Predictors on Imaging by Janki Trivedi, Arpit Talwar, Ahmed Nada, Simon Li, Adele Lee, Tom R. Sutherland

“…Objectives The renal nephrometry score uses imaging characteristics such as lesion diameter, location, and proximity to hilar vessels to categorize renal masses by complexity for preoperative planning. …”
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Hourglass attention for image super-resolution by Ling Xu, Yian Huang, Xiaoping Lin

“…Its goal is to reconstruct HR images with rich details from LR inputs. Early methods based on CNNs made some progress, but their performance reached a limit due to limited model capacity and expressiveness. …”
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Epic Formulas with a Matrix Construction: from Stability in Structure to Reference in Consciousness (Image of a Hero in the Yakut Olonkho) by Yu. P. Borisov

“…The complex processes involved in the generation of the image of the hero by the narrator and the perception of this image by the epic audience are studied. …”
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