A Survey of Visual SLAM Methods by Ali Rida Sahili, Saifeldin Hassan, Saber Muawiyah Sakhrieh, Jinane Mounsef, Noel Maalouf, Bilal Arain, Tarek Taha

“…This survey offers a comprehensive overview of the current state-of-the-art V-SLAM methods, including their strengths and weaknesses. …”
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VISUALIZATION OF THE SURFACE BY DIFFERENTIAL INTERFERENCE CONTRAST METHOD by A. G. Anisovich, I. N. Rumyatseva

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THE SPEKL-VIsUALIZATion METHOD IN THE MICROCIRCULATION RESEARCH by S. N. Tabunov, T. V. Hardzeichuk, M. H. Tkhostov, P. N. Nikitenko, K. N. Runkevich, I. V. Kishkevich, E. S. Kashitskii

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Visual explanation method for reversible neural networks by Xinying MU, Bingbing SONG, Fanxiao LI, Yisen ZHENG, Wei ZHOU, Yunyun DONG

“…The issue of model explainability has gained significant attention in understanding the vulnerabilities and anonymous decision-making processes inherent in deep neural networks (DNN).While there has been considerable research on explainability for traditional DNN, there is a lack of exploration on the operation mechanism and explainability of reversible neural networks (RevNN).Additionally, the existing explanation methods for traditional DNN are not suitable for RevNN and suffer from issues such as excessive noise and gradient saturation.To address these limitations, a visual explanation method called visual explanation method for reversible neural network (VERN) was proposed for RevNN.VERN leverages the reversible property of RevNN and is based on the class-activation mapping mechanism.The correspondence between the feature map and the input image was explored by VERN, allowing for the mapping of classification weights of regional feature maps to the corresponding regions of the input image.The importance of each region for model decision-making was revealed through this process, which generates a basis for model decision-making.Experimental comparisons with other explanation methods on generalized datasets demonstrate that VERN achieves a more focused visual effect, surpassing suboptimal methods with up to 7.80% improvement in average drop (AD) metrics and up to 6.05% improvement in average increase (AI) metrics in recognition tasks.VERN also exhibits an 82.00% level of localization for the maximum point of the heat value.Furthermore, VERN can be applied to explain traditional DNN and exhibits good scalability, improving the performance of other methods in explaining RevNN.Furthermore, through adversarial attack analysis experiments, it is observed that adversarial attacks alter the decision basis of the model.This is reflected in the misalignment of the model’s attention regions, thereby aiding in the exploration of the operation mechanism of adversarial attacks.…”
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VISUAL RESEARCH METHODS IN CONTEMPORARY HUMANITARIAN KNOWLEDGE by A. I. Lojko, E. B. Yakimovich

“…The paper considers usage of visual methods in the field of anthropology, social philosophy and semiotics for investigating problems of identity, social habits and media cultural forms on the basis of  photographic practices.…”
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Quali-quanti visual methods and political bots by Janna Joceli Omena, Thais Lobo, Giulia Tucci, Elias Bitencourt, Emillie de Keulenaar, Francisco W. Kerche, Jason Chao, Marius Liedtke, Mengying Li, Maria Luiza Paschoal, Ilya Lavrov

Subjects: “…Digital methods…”
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Abstract visual reasoning based on algebraic methods by Mingyang Zheng, Weibing Wan, Zhijun Fang

“…Traditional neuro-symbolic methods often infer unknown objects through data fitting, without fully exploring the abstract patterns within composite images and the sequential sensitivity of visual sequences. …”
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Visualization Methods for DNA Sequences: A Review and Prospects by Tan Li, Mengshan Li, Yan Wu, Yelin Li

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Visual Place Recognition Method Based on Attention Mechanism by DAI Tian-hong, YANG Xiao-yun, SONG Jie-qi

“…Aiming at the problem of poor accuracy and robustness of the existing visual place recognition methods when the image appearance changes and the viewing angle changes, a visual place recognition method combined with the attention mechanism is proposed. …”
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Electric feels: The role of visual methods in energy ‘futuring’ by Joe Bourne, Jordan Collver, Mary Flora Hart, Ola Michalec, Aude Nasr, Lizzie Ormian

“…In this paper, we tell our story of this unique art‐research collaboration, share our illustrations and reflect on the power of visual methods to galvanise a new type of public conversation related to emotions, energy and digital innovation. …”
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STag marking visual guidance method for USV docking by Yongxin XIAO, Xianbo XIANG, Dian KONG, Lichun YANG, Shaolong YANG

“…ObjectiveAiming at the problem of accurate real-time pose acquisition in the autonomous recovery of an unmanned surface vehicle (USV), a STag marking visual guidance method for unmanned vehicle docking and recovery is proposed.Methods Due to the stable attitude characteristics of STag markers, they are selected as the fiducial markers in the visual guidance of this work. …”
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Anomaly-Focused Augmentation Method for Industrial Visual Inspection by Melvin A. MELVINLARA, Ibrahim A. Hameed, Jiri Koziorek

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A Visual Measurement Method for Large-Sized Parts by Junkai Yang

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Enclosures of Wind: Practice-Led Methods for Visualization of Elemental Media by Abelardo Gil-Fournier, Jussi Parikka

“…The article is structured around the broader theoretical point that responds to the core questions of this special issue and the three acts that structure the exhibition as an investigation of material methods of movement of bodies and air, spatial enclosures and their outsides.…”
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Analytical Review of Data Visualization Methods in Application to Big Data by Evgeniy Yur’evich Gorodov, Vasiliy Vasil’evich Gubarev

“…Summarizing the result, we have provided a classification of visualization methods in application to Big Data.…”
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INTRAOPERATIVE NEUROMONITORING AS A METHOD OF MOTOR NERVES FUNCTIONAL VISUALIZATION by P. O. Rumyantsev

“…In the article are reflected the methodological aspects of intraoperative neuromonitoring. This method is auxiliary and not substituting the surgical visualization of nerves, but significantly facilitates nerve disclosure as well as functional integrity. …”
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Method of topographic visualization of root canals using computer simulation

“…The new method, which is in the process of orthodontic dental treatment allows you to use the guide template to determine the location position of the mouths of root canals, which is a visual search for one reason or another is diffi cult. …”
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Intravascular visualization methods in estimating vasculopathy of a transplanted heart by S. A. Sakhovsky, N. N. Koloskova, A. Yu. Goncharova, B. L. Mironkov

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Current Pattern Dynamic Visualization Based on Improved Eular Method by 杨元平, 徐玉环

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A Data Model and Method Framework for Cyberspace Map Visualization by Zheng Zhang, Chenghu Zhou, Minjie Chen, Yibing Cao, Shaojing Fan

“…However, current geographic information data models are not suitable for representing cyberspace features and their relations, and there is a lack of general and systematic cyberspace map visualization methods. To address these problems, this paper introduces an integrated data model that aligns spatial and cyberspace features based on a “proxy mode”. …”
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