Similarity Evaluation of Patent Drawings using ResNet and SIFT by Hyuna Kim, Seongju Kim, Cheonho Park, Kyungsoon Kim

“…Finally, the retrieval and matching performances of ResNet and SIFT were evaluated using 50 original data samples and 4,800 augmented data samples created by various forms of editing. …”
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Enhancing Engineering and STEM Education With Vision and Multimodal Large Language Models to Predict Student Attention by Luis Marquez-Carpintero, Diego Viejo, Miguel Cazorla

“…The results demonstrate that VLMs combined with Few-Shot Learning significantly outperform traditional models in capturing nuanced visual data, allowing for pedagogical adjustments comparable to those made through human labeling. …”
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Classification of Diabetic Retinopathy Based on Efficient Computational Modeling by Jiao Xue, Jianyu Wu, Yingxu Bian, Shiyan Zhang, Qinsheng Du

“…In order to enhance the adaptability of the VMamba-m model in processing visual data, we introduce the se channel attention mechanism, which enables the model to learn features in the channel dimension and form the importance of each channel. …”
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Assessment of the Correspondence Between User Needs and Classroom Design Criteria for Pre-Schoolers with Autism Spectrum Disorder in Turkey by ABDALLAH Luqmaan Fihri, ERÇİN Çilen

“…Graphs were generated to visually represent the patterns and trends within the data. …”
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Predictors of HIV/AIDS Related Ocular Manifestations among HIV/AIDS Patients in Felege Hiwot Referral Hospital, Northwest Ethiopia by Guadie Sharew, Muluken Azage

“…Data were entered and analyzed using SPSS version 16.0. …”
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Justification of Image Format Structure for Solving Pattern Recognition Problems in Environmental Monitoring by D. V. Vasilieva, S. V. Dvornikov, S. S. Dvornikov

“…According to the results of the experiment with different formats of raster image files, the conclusion is made about the feasibility of using images obtained by visual control systems presented in JPEG format as initial data. …”
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Surgical Treatment of Age-Related Cataracts: Milestones and Challenges. Literature Review by М. М. Bikbov, G. Z. Isragilova, T. R. Gilmanshin

“…This review also details the results of the largest epidemiological studies on the causes of low visual acuity after cataract surgery. Literature data on the prevalence of low visual acuity in different populations are reflected, its higher prevalence in countries where most of the operated cataracts were mature or complicated was revealed, the surgical technique of large incisions and a longer operation time prevailed. …”
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Enhancing diabetic retinopathy detection through federated convolutional neural networks: Exploring different stages of progression by Saad Alanazi, Rayan Alanazi

“…To reduce class imbalance and strengthen this model, we first prepare unbalanced data utilizing the Synthetic Minority Oversampling Technique (SMOTE). …”
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Model penggunaan kombinasi warna pada desain kemasan makanan ringan terhadap minat konsumen by Rachmadita Dwi Pramesti, Anggi Anggarini, Lovina Salma, Andiara Kirana Rizky Postha

“…Daya tarik kemasan terdiri dari daya tarik visual dan daya tarik fungsional. Elemen warna pada kemasan merupakan salah satu unsur yang menghasilkan daya tarik visual. …”
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Update on Idiopathic Intracranial Hypertension Management by Marcio Nattan Portes Souza, Barbara de Alencar Leite Costa, Felipe Reinaldo Deus Ramos Santos, Ida Fortini

“…Treatment: most published data on IIH treatment is related to pressure control and protection from visual loss. …”
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Disseminating the Past in 3D: O Corro dos Mouros and Its Ritual Landscape (Galicia, Spain) by Mariluz Gil-Docampo, Rocío López-Juanes, Simón Peña-Villasenín, Pablo López-Fernández, Juan Ortiz-Sanz, María Pilar Prieto-Martinez

“…The centimetre-accurate 3D models (publicly available via Sketchfab) provide both research-grade data for analysing construction phases and contextual relationships with nearby rock art/megaliths, and engaging visualisations for heritage interpretation. …”
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Decoding Digital Discourse Through Multimodal Text and Image Machine Learning Models to Classify Sentiment and Detect Hate Speech in Race- and Lesbian, Gay, Bisexual, Transgender,... by Thu T Nguyen, Xiaohe Yue, Heran Mane, Kyle Seelman, Penchala Sai Priya Mullaputi, Elizabeth Dennard, Amrutha S Alibilli, Junaid S Merchant, Shaniece Criss, Yulin Hswen, Quynh C Nguyen

“…We evaluated unimodal (Bidirectional Encoder Representations from Transformers for text and Visual Geometry Group 16 for images) and multimodal (Contrastive Language-Image Pretraining [CLIP], Visual Bidirectional Encoder Representations from Transformers [VisualBERTs], and an intermediate fusion) models. …”
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Human–AI Co-Drawing: Studying Creative Efficacy and Eye Tracking in Observation and Cooperation by Yuying Pei, Linlin Wang, Chengqi Xue

“…Adopting a mixed design, it examines the influence of different cooperation modes and visual search methods on creative efficacy and visual perception through eye-tracking data and creativity performance scales. …”
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Novel mTORC2/HSPB4 Interaction: Role and Regulation of HSPB4 T148 Phosphorylation by Zachary B. Sluzala, Yang Shan, Lynda Elghazi, Emilio L. Cárdenas, Angelina Hamati, Amanda L. Garner, Patrice E. Fort

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Extended Depth of Focus (EDOF) and Trifocal Lenses: Advantages and Disadvantages. What Determines the Choice of Optical Correction? Review by A. Zh. Fursova, A. A. Atamanenko

“…The comparative analysis was conducted based on data from meta-analyses, systematic reviews, and randomized clinical trials. …”
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Unveiling the gaze: deciphering key factors in selecting knowledge workers through eye-tracking analysis by Mahshid Pourhosein, Mehdi Sabokro

“…These insights are intended to improve employee selection processes, ensuring the right candidates are chosen based on their cognitive, behavioral and visual traits. Design/methodology/approach – A mixed-methods approach is employed in this study, consisting of three phases: (1) a systematic literature review identifies key characteristics of successful knowledge workers, (2) these factors are aligned with theoretical frameworks and expert insights to assess their applicability and (3) empirical data is collected through questionnaires and eye-tracking assessments involving ten high-performing site design employees and ten students from Shahid Beheshti University. …”
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Near-infrared-detectable artificial synapses for advanced neuromorphic vision applications by Minjun Choi, Gwoncheol Choi, Seungbeom Lee, Tae-Woo Lee, Hea-Lim Park

“…However, existing artificial visual systems face challenges such as data transfer bottlenecks and high energy consumption, due to the separation of sensors and processors, as well as the need for digital conversion processes. …”
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IoST-Enabled Robotic Arm Control and Abnormality Prediction Using Minimal Flex Sensors and Gaussian Mixture Models by Tajim Md. Niamat Ullah Akhund, Zaffar Ahmed Shaikh, Isabel De La Torre Diez, Manal Gafar, Deep H. Ajabani, Osama Alfarraj, Amr Tolba, Henry Fabian-Gongora, Luis Alonso Dzul Lopez

“…Moreover, the device incorporates machine learning to learn the daily movements of the users and predict abnormal finger movements. Multiple data analyses and visualizations are initiated to predict the normal and abnormal data. …”
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The geomorphometric atlas of Romania: an open-access database on landform classifications and morphometric variables by Andrei Ioniță, Mădălin Lungu, Marta Baleț, Andreea Todor

“…The data are available open-source for both interactive visualizations on the ArcGIS Online platform and for download on the Google Drive platform.…”
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Research on status monitoring and positioning compensation system for digital twin of parallel robots by Yuting Zhang, Pei Gao, Zongyan Wang, Quanling He

“…However, the traditional robot teaching pendants often provide monitoring data under idealized conditions. The lack of precise monitoring, combined with sensor data, frequently results in misaligned robot positioning and a reduced operational lifespan. …”
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