Optimizing visual data retrieval using deep learning driven CBIR for improved human machine interaction by Arulmozhi P, Gopi R

“…Abstract Content-based image retrieval (CBIR) systems have formidable obstacles in connecting human comprehension with machine-driven feature extraction due to the exponential expansion of visual data across many areas. Robust performance across varied datasets is challenging for traditional CBIR methods due to their reliance on hand-crafted features and inflexible structures. …”
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A large-scale examination of inductive biases shaping high-level visual representation in brains and machines by Colin Conwell, Jacob S. Prince, Kendrick N. Kay, George A. Alvarez, Talia Konkle

“…Instead, variation across visual training diets yields the largest, most consistent effect on brain predictivity. …”
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Documenting Visual Outcome of Descemet’s Stripping Endothelial Keratoplasty in A Tertiary Care Setting From Gujarat by Ami Tank, Falguni Mehta, Deepika Singhal, Anand Shah, Shivani Acharya

“…The present study evaluates outcomes of DSEK in terms of its efficacy (visual acuity and refractive outcome). Objective:- To document Visual Outcomes Post Descemet Stripping Endothelial Keratoplasty (DSEK) amongst patients with endothelial dysfunction. …”
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Visual/Near-Infrared Spectroscopy Combined with Linear Discriminant Analysis and Machine Learning for Classification of Apple Damage by ZHANG Yu, ZHANG Chongyang, DUAN Xinxin, MA Shaoge, ZHAO Fu, WANG Juxia

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Trends and hotspots on hymenoptera venom immunotherapy: a bibliometric and visualized analysis of research from 2014 to 2024 by Yun Luo, Minxia Guan, Yichuan Yu

“…Therefore, this study aims to provide a comprehensive overview of the development of research in the past 11 years and clarify future research directions and trends.MethodsFrom 2014 to 2024, articles related to “hymenoptera venom immunotherapy “and “Allergy” were from the core collection of Web of Science. …”
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A consensus definition for deep layer 6 excitatory neurons in mouse somatosensory, visual, and motor cortex by Su-Jeong Kim, Travis A. Babola, Kiwoong Lee, Alina C. Spiegel, Kihwan Lee, Chanel J. Matney, Michael H. Liew, Eva M. Schulteis, Austin E. Coye, Mikhail Proskurin, Hyunwook Kang, Julia A. Kim, Maxime Chevée, Juhyun Lee, Alec G. Cabalinan, Seong Yeol An, Samuel P. Bronckers, Patrick O. Kanold, Loyal A. Goff, Juhyun Kim, Solange P. Brown

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The Study of Short-Term Plastic Visual Perceptual Training Based on Virtual and Augmented Reality Technology in Amblyopia by Fan Tan, Xubo Yang, Yuchen Fan, Yongchuan Liao

“…Conventional treatments for amblyopia have some limitations, then we try to explore a new and effective method to treat amblyopia. This study aimed to determine the potential effect of short-term plastic visual perceptual training based on VR and AR platforms in amblyopic patients. …”
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PLFF-SLAM: A Point and Line Feature Fused Visual SLAM Algorithm for Dynamic Illumination Environments by Shucheng Huang, Wenhan Ren, Mingxing Li

“…This work proposes PLFF-SLAM, a point and line feature fused visual SLAM method, as a solution to these issues. …”
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The Role of Morphological Structure in Determining the Optimal Viewing Position During Visual Word Recognition in Beginning Readers by Stéphanie Ducrot, Séverine Casalis

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Global Research Trends in Tendon Stem Cells from 1991 to 2020: A Bibliometric and Visualized Study by Huibin Long, Ziyang Yuan, Heyong Yin, Bo Yang, Ai Guo

“…The aim of this bibliometric and visualized study is to comprehensively investigate the current status and global trends of research in tendon stem cells. …”
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Enhanced Edge Feature Fusion and Visual State Space for Precise Detection of Switch Tip Close Fitting by Chang Zhengtang, Lan Xiangui, Lai Yihui

“…Switches are critical components in railway transportation, and the detection of close fitting between switch tips is essential for ensuring operational safety. Current methods primarily rely on manual on-site measurements, which are time-consuming and prone to errors. …”
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A Possible Regression Equation for Predicting Visual Outcomes after Surgical Repair of Open Globe Injuries by Huseyin Gursoy, Mustafa Deger Bilgec, Afsun Sahin, Ertugrul Colak

“…To analyze the effects of factors other than the ocular trauma score parameters on visual outcomes in open globe injuries. Methods. Open globe injuries primarily repaired in our hospital were reviewed. …”
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Interdisciplinary Approach to Monkeypox Prevention: Integrating Nanobiosensors, Nanovaccines, Artificial Intelligence, Visual Arts, and Social Sciences by Vishal Chaudhary, Lucky Lucky, Harsh Sable, Nikhil Bhalla

“…This review explores a holistic approach to addressing the monkeypox crisis by integrating nanobiosensors, artificial intelligence, visual arts, humanities, and social sciences. Traditional diagnostic methods are often limited by time, accessibility, and accuracy, but the advancement of point‐of‐care smart nanobiosensors offers a promising shift toward rapid, precise, and accessible diagnostics. …”
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Representing the Past in Visual Narratives Case Study: The Last Step (Pelleye Akhar) and Le Passé (Gozashte) by Mostafa DashtiAhangar, Arezoo Ashkani

“…Similar to other written and visual narratives, Cinema reflects social and cultural values, and therefore, it has much to offer to interdisciplinary approaches to language and culture. …”
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Neurodiversity in mental simulation: conceptual but not visual imagery priming modulates perception across the imagery vividness spectrum by Ágnes Welker, Orsolya Pető-Plaszkó, Luca Verebélyi, Ferenc Gombos, István Winkler, Ilona Kovács

“…Among more objective methods, imagery priming in binocular rivalry has been employed to investigate the influence of mental imagery on perception, but findings have been ambiguous. …”
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Deep Learning-Enabled Visual Inspection of Gap Spacing in High-Precision Equipment: A Comparative Study by Xiuling Li, Fusheng Li, Huan Yang, Peng Wang

“…In the realm of industrial quality control, visual inspection plays a pivotal role in ensuring product precision and consistency. …”
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Electrical stimulation of smiling muscles reduces visual processing load and enhances happiness perception in neutral faces by J. Baker, HVV Ngo, T. N. Efthimiou, A. Elsenaar, M. Mehu, S. Korb

“…We propose that facial feedback biases emotion recognition at different visual processing stages by reducing visual processing load.…”
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Ocular neuromodulation as a novel treatment for retinitis pigmentosa: identifying rod responders and predictors of visual improvement by Ismail M Musallam

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Effects of computerized cognitive training for cognitive and visually impaired: one-group pre- and post-test design by Michael Chih Chien Kuo, Armstrong Tat San Chiu

“…Objective: This study investigated the effects of an auditory CTT program in a group of participants with both cognitive and visual impairment. Methods: Sixteen participants were recruited. …”
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Improvements induced by retinal gene therapy with voretigene neparvovec depend on visual cortical hemispheric dominance mechanisms by Mariana Ferreira, João Pedro Marques, Miguel Raimundo, Hugo Quental, Miguel Castelo-Branco

“…Abstract Background RPE65-associated retinal degeneration (RPE65-RD) causes severe visual deficits. Gene therapy with AAV2-hRPE65v2 is a breakthrough but it is currently unknown which visual pathways benefit from treatment and if cortical mechanisms can amplify retinal improvements. …”
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