Statistical Skimming of Feature Films by Sergio Benini, Pierangelo Migliorati, Riccardo Leonardi

“…A chain of HMMs is used to model subsequent story units: HMM states represent different visual-concepts, transitions model the temporal dependencies in each story unit, and stochastic observations are given by single shots. …”
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Closing the Domain Gap: Can Pseudo-Labels from Synthetic UAV Data Enable Real-World Flood Segmentation? by Georgios Simantiris, Konstantinos Bacharidis, Costas Panagiotakis

“…To overcome the lack of human annotations, we employ an unsupervised pseudo-labeling method that generates segmentation masks based on floodwater appearance characteristics. …”
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Deep learning-based classification of hemiplegia and diplegia in cerebral palsy using postural control analysis by Javiera T. Arias Valdivia, Valeska Gatica Rojas, César A. Astudillo

“…This study proposes a method of classification utilizing Recurrent Neural Networks (RNNs) to analyze time series force data obtained via an AMTI platform. …”
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Application of the Mean-shift Segmentation Parameters Estimator (MSPE) to VHSR satellite images: Tetuan-Morocco by O. Benarchid, N. Raissouni, J.A. Sobrino, A. El Ayyan

“…Optimal parameters selection is usually carried out on the basis of visual interpretation; therefore, defining optimal combinations is a challenging task. …”
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Different cognitive profiles of Brazilian patients with relapsing-remitting and primary progressive multiple sclerosis by Dóra-Neide Rodrigues, Renata Alves Paes, Claudia Cristina Ferreira Vasconcelos, Jesus Landeira-Fernandez, Maria Papais Alvarenga

“…RESULTS: On Symbol Digit Modalities Test and Hooper Visual Organization Test, cognition was affected in 50% in RRMS and 69% in PPMS. …”
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Gas-Dynamic Temperature Stratification in the Leontiev Tube: Analytical Study and Numerical Modeling by R. S. Rudnik, A. F. Matveev, V. N. Kovalnogov

“…Temperature and velocity fields were visualized, and heat flow density was analyzed. The k−ω SST turbulence model was applied, enabling the consideration of complex gas flow characteristics in the tube.Results. …”
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AI-Powered Synthesis of Structured Multimodal Breast Ultrasound Reports Integrating Radiologist Annotations and Deep Learning Analysis by Khadija Azhar, Byoung-Dai Lee, Shi Sub Byon, Kyu Ran Cho, Sung Eun Song

“…Key modules in our method include image classification using visual features (ICVF), type classification via deep learning (TCDL), and automatic report structuring and compilation (ARSC). …”
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Evaluation of the Effects of Tunnel Lighting Environment on Energy Consumption and Drivers’ Reaction Time by Long Zhao, Song Hu, Dongwei Wang, Yujin Guo, Chaoliang Fu

“…This conclusion would provide a lower energy consumption lighting design method and higher drive comfortable for highway tunnels.…”
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Super-Resolution Three-Dimensional Topography Measurement Using Microsphere-Aided Broadband Light Interferometry by Keran Deng, Yangyi Liu, Fan Yang, Jian Huang, Lianghua Wen

“…In this paper, we proposed a microsphere-aided Mirau-based broadband light interferometry method to achieve super-resolution 3D topography reconstruction. …”
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Post-operative face-up or face-down positioning after silicone oil tamponade in retinal surgery: results of a retrospective study by Mohammad Idrees Adhi, Mehreen Adhi, Tariq Aldebasi, Mohammed Hazzazi, Mohammed Nabeel Refka, Aamir Omair

“…Complications related to silicone oil tamponade, visual outcomes and anatomical results were compared between the groups. …”
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New Approaches for Regeneration of an Outstanding Baroque Living Heritage, the Széchenyi Linden Allée in Hungary by Kinga Szilágyi, Barnabás Tóth, Judit Doma-Tarcsányi, Anna Mohácsi, Krisztina Szabó

“…Beyond the practical purposes of edging paths and garden ways for walking, hunting, or horse and carriage riding, allées played a vital role in marking visual and landscape connections and thus the spatial projection of the noble estate, its wealth, and social rank. …”
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Dynamics of cellular immunity indicators in the complex treatment of acute optic neuritis by D. A. Storozhilova, O. V. Kolenko, L. P. Danilova, L. P. Emanova, I. V. Vasilieva

“…The comparison group included 17 patients who were treated only according to the method described above. The course of treatment lasted 10 days. …”
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HIDRA3: a deep-learning model for multipoint ensemble sea level forecasting in the presence of tide gauge sensor failures by M. Rus, M. Rus, H. Mihanović, M. Ličer, M. Ličer, M. Kristan

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A Novel Hybrid Technique for Detecting and Classifying Hyperspectral Images of Tomato Fungal Diseases Based on Deep Feature Extraction and Manhattan Distance by Guifu Ma, Seyed Mohamad Javidan, Yiannis Ampatzidis, Zhao Zhang

“…The model’s ability to detect infections up to two days before visual symptoms emerged highlights its value for pre-symptomatic diagnosis. …”
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Abundance, distribution, and ecological risks of microplastics in urban and agricultural topsoil of Mian-Ab Plain, Iran by Faezeh Jahedi, Reza Dehbandi, Nastaran Talepour, Neamatollah Jaafarzadeh Haghighi Fard, Maryam Ravanbakhsh, Sahand Jorfi, Mehdi Ahmadi, Rohangiz Maleki

“…This study provides a comprehensive analysis of MPs using visual, SEM–EDS, and Raman techniques, and introduces the first GIS-based mapping of MP contamination in an arid plain in Iran. …”
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Prevalence of HLA DQB1*0602 allele in patients with migraine Prevalência do alelo HLA DQB1*0602 em pacientes com enxaqueca by Fernando Morgadinho Santos Coelho, Márcia Pradella-Hallinan, Paulo Corrêa Abud, Mario Predazzoli Neto, Fabio Moreira, Lia Rita Azeredo Bittencourt, Mario Fernandes Pietro Peres, Sérgio Tufik

“…An increase in the HLA-DRB1 allele frequency in patients with visual aura has raised greater awareness of the genetic background in migraine. …”
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studying van Gogh's conscious way of life considering Heidegger's views by samin tofighi, jamal Arabzadeh

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Deteksi Objek menggunakan Dashboard Camera untuk Sistem Peringatan Pencegah Kecelakaan pada Mobil by Raymond Sutjiadi, Timothy John Pattiasina

“…This application was developed using Object Detection Method in Tensorflow Open Source Machine Learning Library. …”
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Advancing conventional guidelines in phytotoxicity studies assessing toxicant’s impact on seedling morphology and anatomy by Bárbara S. Diogo, Sara Rodrigues, Sara C. Antunes

“…This visual scoring system categorizes the alterations recorded into severity levels, offering a simple, reproducible method for assessing phytotoxicity based on observable changes in plant structure. …”
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A comparative study of the story of the battle of Kay Khosro and Afrasiab in the paintings of Shahnameh Baysangri and Tahmasbi with the structuralist approach of Vladmirprop by golam hosayn rahimzadh, اzabbah zabbah, ali zabbah

“…Information is collected by the library method and the tool of sampling and observation. The results of this research show that both images undergo a structural transformation in comparison with Ferdowsi's Shahnameh. …”
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