An effective Key Frame Extraction technique based on Feature Fusion and Fuzzy-C means clustering with Artificial Hummingbird by Sumandeep Kaur, Lakhwinder Kaur, Madan Lal

“…This study proposes a key frame extraction method from a video that (i) first removes insignificant frames by pre-processing, (ii) second, four visual and structural feature differences among the consecutive frames are extracted and aggregated to identify informative frames, (iii) third, to cluster the obtained frames, a hybrid FCM-AHA method is proposed by combining Fuzzy C-means(FCM) with artificial hummingbird optimization algorithm (AHA) to circumvent the local minima trapping problem of FCM, and finally, from each cluster, the two frames having greatest Euclidean distance from all the other frames within a cluster is selected as key frames to remove redundant frames. …”
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The CLIP - GPT Image Captioning Model Integrated with Global Semantics by TAO Rui, REN Honge, CAO Haiyan

“…In this paper, we introduce a new method that breaks through the limitation of visual feature classification by dividing images into patches as visual semantic units for open-vocabulary cross-modal association with language features. …”
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ULTRASOUND STUDY OF PATIENTS WITH KELOID SCARS OF THE MAXILLOFACIAL AREA by D. S. Avetikov, O. P. Bukhanchenko, V. V. Aipert, K. P. Lokes

“…Today, there is no universal method for differential diagnosis of various types of scars of the head and neck. …”
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Enhanced detection of malaria infected red blood cells through phase driven classification by Charlotte Kyeremah, Aditya S. Paul, Daniel Haehn, Manoj T. Duraisingh, Chandra S. Yelleswarapu

“…Additionally, our features-based approach outperforms feature-specific methods that rely on individual attributes. The parasitemia detection rate improved from 48% (feature-specific method) to 61% (phase-based features method) on the same sample set, demonstrating enhanced detection accuracy. …”
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Multi-marker Similarity Enables Reduced-Reference and Interpretable Image Quality Assessment in Optical Microscopy by Elena Corbetta, Thomas Bocklitz

“…However, current methods often show poor agreement with visual perception and lead to the generation of various full-reference metrics tailored to specific applications. …”
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Copy-move forgery detection using binary discriminant features by Priya Mariam Raju, Madhu S. Nair

“…The method is an integration of the conventional block-based and keypoint based methods. …”
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Toward unsupervised building extraction from very high-resolution remote sensing images using SAM and CLIP by Chenxiao Zhang, Peng Yue

“…Next, we present a hybrid feature fusion network that combines CLIP patch tokens with task-specific features, achieving high data adaptability while maintaining text-related visual features. Extensive experiments demonstrate that our proposed method achieves F1 scores of 56.00% and 62.53% on the Manhattan and WHU Building datasets, respectively, outperforming or matching supervised methods that require 700 training samples. …”
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Noise reduction in brain magnetic resonance imaging using adaptive wavelet thresholding based on linear prediction factor by Ananias Pereira Neto, Ananias Pereira Neto, Fabrício J. B. Barros

“…In image processing, particularly in medical imaging like MRI, noise reduction is vital for improving visual quality and accurate analysis. While existing methods offer noise reduction, they often suffer from limitations like edge and texture loss, poor smoothness, and the need for manual parameter tuning.MethodsThis study introduces a novel adaptive wavelet thresholding technique for noise reduction in brain MRI. …”
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Studying ocular blood flow in patients with retinitis pigmentosa using laser speckle flowgraphy by T. D. Okhotsimskaya, N. V. Neroeva, I. V. Zolnikova, N. E. Deryugina, O. I. Markelova

“…Laser speckle flowgraphy (LSFG) is a new non-invasive method that allows quantitative assessment of blood flow in the posterior pole of the eye.Purpose: to evaluate changes in blood flow as determined by the LSFG method in the area of the optic nerve head (ONH) and the macular area in PR patients.Material and methods. …”
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Rewarding animals based on their subjective percepts is enabled by online Bayesian estimation of perceptual biases. by Yelin Dong, Gabor Lengyel, Sabyasachi Shivkumar, Akiyuki Anzai, Grace F DiRisio, Ralf M Haefner, Gregory C DeAngelis

“…Elucidating the neural basis of perceptual biases, such as those produced by visual illusions, can provide powerful insights into the neural mechanisms of perceptual inference. …”
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Three-Dimensional Plant Model Development Through Image Recognition by Yuya Hosoda, Ganzurkh Bilguun, Jin Oboshi, Hitoshi Goto

“…This paper proposes a novel method using image-recognition techniques to develop three-dimensional (3D) models of basil plants. …”
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Color Image Quality Assessment Based on CIEDE2000 by Yang Yang, Jun Ming, Nenghai Yu

“…Combining the color difference formula of CIEDE2000 and the printing industry standard for visual verification, we present an objective color image quality assessment method correlated with subjective vision perception. …”
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Novel algorithm for multifocus image fusion: integration of convolutional neural network and partial differential equation by Gargi J Trivedi, Rajesh Sanghvi

“…Additionally, a CNN architecture with ReLU activation function is employed for feature extraction. The method is evaluated on a dataset of Multifocus images and compared with traditional and CNN-based approaches, demonstrating superior performance in terms of visual quality and quantitative metrics, such as Normalized Mutual Information, Phase Congruency-based metric, and Structural Similarity-based metric. …”
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Recognition and Application of Wear Detection BTA Deep Hole Drilling by WU Xue-feng, WU Tong-kun, YANG Shu-cai, YUAN Zhong-liang

“…In view of the deficiency of the industrial field BTA deep hole drilling wear artificial detection error，the wear of BTA deep hole drilling was detected based on the wear visual inspection method of the minimum external rectangle． …”
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Should we use the float test to quantify acorn viability? by Daniel L. Morina, Marcus A. Lashley, M. Colter Chitwood, Christopher E. Moorman, Christopher S. DePerno

“…Both the float test and visual methods accurately predicted viability in both oak species. …”
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Metal Powder Production by Atomization of Free-Falling Melt Streams Using Pulsed Gaseous Shock and Detonation Waves by Sergey M. Frolov, Vladislav S. Ivanov, Viktor S. Aksenov, Igor O. Shamshin, Fedor S. Frolov, Alan E. Zangiev, Tatiana I. Eyvazova, Vera Ya. Popkova, Maksim V. Grishin, Andrey K. Gatin, Tatiana V. Dudareva

“…The analysis of solidified particles and particle size distribution in the powder is studied by sifting on sieves, optical microscopy, laser diffraction wet dispersion method (WDM), and atomic force microscopy (AFM). The operation process is visualized by a video camera. …”
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Seismic Risk Classification of Building Clusters Using MST Clustering and UAV Remote Sensing by Xianteng Wang, Xue Li, Zhumei Liu, Zihao Wu, Yike Xie, Zijie Han

“…First, the method employs the geometric characteristics of residential buildings to calculate the Gestalt factor that characterizes the visual distance. …”
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集成Matcom环境下的传动系扭振分析系统求解器开发 by 江磊, 魏来生, 尹华兵

“…In order to solve problems of ordinary differential equations（ODEs） for vehicle transmission’s torsion vibration numerically many complex calculations of matrix are involved.This paper introduces a new programming method for developing a solver which integrates Microsoft Visual C++ with Matcom.With the help of this solver the eigenvalues and eigenvectors of a torsion vibration was computed.The comparison with original data and analyzed results of AMESim shows the accordance and the validation of the method.So it can be concluded that programming with Matcom is a right and efficient way to solve this kind of problem.…”
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DRGNet: Enhanced VVC Reconstructed Frames Using Dual-Path Residual Gating for High-Resolution Video by Zezhen Gai, Tanni Das, Kiho Choi

“…Under the same bitrate conditions, the proposed method significantly improves the Peak Signal-to-Noise Ratio (PSNR) value, thereby optimizing video coding quality and providing users with a clearer and more detailed visual experience. …”
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Surgical Treatment of Previously Unclosed Macular Holes by R. R. Faizrakhmanov, E. A. Larina, O. A. Pavlovskii

“…The macular hole is the acquired disease which is a defect of a foveola part of retina on all thickness from an internal limiting membrane to an external segment of a photoreceptor layer. The standard method of treatment is surgery method: a microinvasive vitrectomy with membrane peeling in macular area. …”
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