Deepfakes Detection by Iris Analysis by Elisabeth Tchaptchet, Elie Fute Tagne, Jaime Acosta, Danda B. Rawat, Charles Kamhoua

“…For example, it can be used in the entertainment industry to create impressive visual effects or to insert actors into scenes convincingly. …”
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SFG-Net: A Scattering Feature Guidance Network for Oriented Aircraft Detection in SAR Images by Qingyang Ke, Youming Wu, Wenchao Zhao, Qingbiao Meng, Tian Miao, Xin Gao

“…Benefiting from the powerful capacity of feature extraction and analysis of deep learning, aircraft detection performance has been improved by most traditional general-purpose visual intelligence methods. However, the inherent imaging mechanisms of SAR fundamentally differ from optical images, which poses challenges for SAR aircraft detection. …”
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The use of active intraocular drying in macular holes surgery by Yu. A. Belyy, A. V. Tereschenko, I. G. Trifanenkova, D. O. Shkvorchenko, N. M. Shilov

“…Material and methods.The study included 10 patients (10 eyes) with large idiopathic MH. …”
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Evaluation of the effectiveness of low-intensity laser radiation for the occupational polyneuropathies’s​ treatment of the upper extremities by Greben'kov S.V., Kochetova O.A.

“…The criteria for the effectiveness of the LLLR course according to the developed method are: an increase in impulse conduction velocity in the sensory fibers of the median and ulnar nerves by at least 10% of the initial values, as well as a decrease in pain in the hands by an average of 3-4 points according to the visual pain rating scale. …”
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Clinical and Functional Results of Combined Surgical Treatment of a Patient with Keratoconus: 10-year Follow-up Experience by Yu. Yu. Kalinnikov, S. B. Izmailova, L. F. Ragimova, Z. M. Ismailova, S. Yu. Kalinnikova, D. A. Sagonenko

“…In this regard, in 2015 we proposed a method for intraoperative prevention of postkeratoplastic astigmatism.Objective: to present the long-term clinical and functional results of treating a patient with KK after PKP with one-stage implantation of an open ring into the graft.Patient and methods. …”
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An approach for exploring spatial associations in multi-layer networks based on convergent and divergent flow structures by Haiping Zhang, Xingxing Zhou, Zitong Li, Yushu Xu, Yu Yang, Guoan Tang

“…The effectiveness and robustness of the proposed method were validated using a synthetic dataset. Case studies on migration and attention flows demonstrated its diverse applications and potential. …”
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Classification and recognition of spatio-temporal behavior of ships based on deep learning of trajectory feature images by Yu ZHOU, Liang HUANG, Chunhui ZHOU, Yuanqiao WEN, Yamin HUANG, Jiaci WANG

“…ObjectiveTo address the issues of low efficiency and inaccurate ship behavior recognition when handling large-scale ship trajectory data, this paper proposes a method for recognizing and classifying ship behaviour based on trajectory feature image modelling and deep learning.MethodA visual coding model is constructed for the salient features, including speed, acceleration, heading, steering rate, and trajectory point density. …”
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Probabilistic Principal Component Analysis and Channel Attention for End-to-End Image Compression Optimization by Andri Agustav Wirabudi, Sung-Chang Lim, Woong Lim, Jeongil Seo, Haechul Choi

“…In recent years, deep learning has shown significant progress for image compression compared to traditional image compression methods. Although conventional standard-based methods are still used, they are limited in handling repetitive patterns and complex calculations, which can lead to image reconstruction issues. …”
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Definition of Intraocular Lens Position after Suture Fixation to the Iris in Remote Post-Op Period with Optical Coherence Tomography by V. N. Nikitin, D. I. Ivanov

“…Accurate definition of these parameters is crucial for estimation of impact on visual functions. The existing methods of IOL position definition are based on various principles, therefore, it is not correct to compare the parameters obtained with various devices.Pursope. …”
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Multi-feature fusion RFE random forest for schizophrenia classification and treatment response prediction by Chang Wang, Rui Zhang, Jiyuan Zhang, Yaning Ren, Ting Pang, Xiangyu Chen, Xiao Li, Zongya Zhao, Yongfeng Yang, Wenjie Ren, Yi Yu

“…Finally, we identified the neuroimaging biomarkers for SZ classification and drug-treatment response prediction. This method achieved the classification results (accuracy = 91.7%, sensitivity = 90.9%, and specificity = 92.6%), and the abnormalities in the visual and default mode networks emerged as potential neuroimaging biomarkers for differentiating SZ from healthy controls (HC). …”
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The Long-Term Results of ReLEX® SMILE Depending on the Degree of the Corrected Myopia by O. A. Klokova, R. O. Damashauskas, S. V. Kostenev, E. N. Kalaidin

“…The purpose: prospective study of the long-term refractive and visual results of ReLEx® SMILE, depending on the degree of corrected myopia.Material and methods. …”
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EDMF: A New Benchmark for Multi-Focus Images with the Challenge of Exposure Difference by Hui Li, Tianyu Shen, Zeyang Zhang, Xuefeng Zhu, Xiaoning Song

“…This approach enables the network to effectively learn focus features during training, resulting in clear fused images that align with human visual perception. Experimental results demonstrate the effectiveness of the proposed method in handling exposure difference, achieving excellent fusion results in various complex scenes.…”
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High resolution multi-delay arterial spin labeling with self-supervised deep learning denoising for pediatric choroid plexus perfusion MRI by Qinyang Shou, Chenyang Zhao, Xingfeng Shao, Megan M Herting, Danny JJ Wang

“…The performance of the model was evaluated by the SNR, bias and repeatability of the fitted perfusion parameters of the CP and gray matter. The proposed method was compared to several benchmark methods including KWIA, joint denoising and reconstruction with total generalized variation (TGV) regularization, as well as another self-supervised method termed Noise2Void. …”
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LiDAR-Based Unmanned Aerial Vehicle Offshore Wind Blade Inspection and Modeling by Alexandre Oliveira, André Dias, Tiago Santos, Paulo Rodrigues, Alfredo Martins, José Almeida

“…Instead of relying on visual information to detect the WT parts during the inspection, this method proposes a three-dimensional (3D) light detection and ranging (LiDAR) method that estimates the wind turbine pose (position, orientation, and blade configuration) and autonomously controls the UAV for a close inspection maneuver. …”
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Comparison of topical estrogen and platelet-rich plasma injections in the treatment of postmenopausal vaginal atrophy by Ufuk Atlihan, Can Ata, Onur Yavuz, Huseyin Aytug Avsar, Selcuk Erkilinc, Tevfik Berk Bildaci

“…BackgroundPlatelet-rich plasma (PRP) is considered safe and is a low-cost, simple, natural, and minimally invasive method for vaginal rejuvenation. We aimed to compare the effects of hormonal treatment options and PRP use for postmenopausal vulvovaginal atrophy (VVA).MethodsFrom a total of 66 patients, topical estrogen treatment was administered to 36 patients, and PRP treatment was used on 30 patients who had previously received topical estrogen treatment without obtaining a response. …”
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An Automated Semantic Segmentation Methodology for Infrared Thermography Analysis of the Human Hand by Melchior Arnal, Cyprien Bourrilhon, Vincent Beauchamps, Fabien Sauvet, Hassan Zahouani, Coralie Thieulin

“…In this work, we propose an automated segmentation methodology that can automatically detect these regions on the hand. This method differs from previous literature because it uses a secondary visual camera and a combination of computer vision and machine learning feature identification. …”
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Ultrasound Transmission Tomography Imaging of Structure of Breast Elastography Phantom Compared to US, CT and MRI by Krzysztof OPIELIŃSKI, Piotr PRUCHNICKI, Tadeusz GUDRA, Przemysław PODGÓRSKI, Tomasz KRAŚNICKI, Jacek KURCZ, Marek SĄSIADEK

“…The obtained examination results indicate that, if the scanning process is accelerated, ultrasound transmission tomography method can be successfully used to detect and diagnose early breast malignant lesions. …”
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Direct 3D Mass Spectrometry Imaging Analysis of Environmental Microorganisms by Justyna Szulc, Tomasz Grzyb, Joanna Nizioł, Sumi Krupa, Wiktoria Szuberla, Tomasz Ruman

“…The LARAPPI/CI-MSI 3D method enables the rapid screening of the biotechnological potential of environmental strains, facilitating the discovery of industrially valuable biomolecules.…”
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A multi-source image fusion algorithm for typical electrical equipment with dual-branch network structure by NIE Qixin, XIAO Zhiyun, BAO Tengfei, JIN Xu, GAO Wenqiang, GUO Hao

“…After comparing with various methods, the method in the paper verifies the advancement of the algorithm in terms of subjective visual evaluation and objective image fusion evaluation indices, in which the objective evaluation indices QMI, SSIM and FMIpixel are 0.567 26, 0.593 47 and 0.887 60, respectively, reaching the highest value, which proves that the quality of fused images is improved and applicable to multi-source electrical equipment image fusion.…”
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Cross-Layer Feature Fusion and Decentration Aberration Correction of Circular Points for Automated Guided Vehicle Terminal Positioning by Guiyang Zhang, Lanyu Yang, Kunkang Cao, Zengguang Man, Jian Wu, Boning Li

“…Consequently, this method has significant application potential in enabling rapid and stable terminal vision positioning.…”
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