METHOD OF FILTER SELECTION FOR SPECLE-NOISE SMOOTHING IN SAR IMAGES by V. V. Starovoitov

“…It allows selecting the filters with better speckle noise smoothing effect. Unlike the known approaches, the presented method is based on ENL parameter calculation for automatically selected areas.…”
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Analysis for Detecting Banana Leaf Disease Using the CNN Method by Nita Helmawati, Ema Utami

“…To solve this problem, fast and accurate automated detection is needed to help farmers effectively identify diseases on banana leaves. This research focuses on developing a banana leaf disease detection model using Convolutional Neural Network (CNN) method with MobileNetV2 architecture. …”
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An Interpretable Method for Anomaly Detection in Multivariate Time Series Predictions by Shijie Tang, Yong Ding, Huiyong Wang

“…In the selection of important features, we adopt the method of multiplying the absolute gradient by the input to measure the independent effects of different dimensions of data. …”
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Spatial Circular Granulation Method Based on Multimodal Finger Feature by Jinfeng Yang, Zhen Zhong, Guimin Jia, Yanan Li

“…In order to test the performance of the multilevel FGs, a top-down matching method is proposed. Experimental results show that the proposed method achieves higher accuracy recognition rate in finger feature recognition.…”
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Rapid Laser Ranging Method for Compact LiDAR Systems by Jiahui Guo, Bo Gao, Xiaojun Liu, Junya Wang, Zheng You

“…Analysis and experiments validate its effectiveness. In the experiments, the method demonstrated a ranging accuracy of 5 mm, a ranging precision of 2 mm (1σ), and a rapid ranging rate of 10 MHz. …”
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Polarimetric Calculation Method of Global Pixel for Underwater Image Restoration by HaiHong Jin, LiJin Qian, Jun Gao, ZhiGuo Fan, Jie Chen

“…The experimental results demonstrate that the global pixel calculation method has obvious effect on image detail recovery of the underwater scene to realize the clear underwater vision. …”
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Use of front epipharyngoscopy method for diagnostics of adenoids and adenoiditis in children by M. V. Subbotina, T. D. Prikhodko

“…The effectiveness and safety of the front epipharyngoscopy method for diagnostics of adenoids and adenoiditis in children were determined. …”
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IDENTIFICATION OF MESHING STIFFNESS FUNCTION BY MEANS OF FINITE ELEMENT METHOD by Przemysław GRZESICA

“…Nevertheless, these methods are burdened by some limitations with the effect of significant disagreement between foreseen (by simulation) and an actual behavior of real objects. …”
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The decomposition possibility of vietnamese monazite concentrate by the pressure alkali method by Hai Son Le, Xuan Dinh Luu, Dinh Viet Nguyen, Cong Trinh Bui, Vladimir A. Karelin, Andrey A. Smorokov

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Realization Method of Digital Filter in Pathological Assistant Diagnosis System by WANG Zi-xuan, XIE Yi-ning, HE Yong-jun

“…The pathology-assisted diagnosis system adopts the method of placing a filter on the slice to filter the light source and obtain the monochromatic parallel light, which is used to calculate the optical density parameter of the image to reflect the content of a certain substance in the slice.But the use of filter not only reduces the color contrast of the image, which interferes with the doctor’s follow-up diagnosis and increases the possibility of misdiagnosis, but also increases expenditure costs.In order to solve this problem, the CGAN model is trained to realize the conversion from unfiltered image to a filtered image, which is used to replace the hardware filter, and the trained model is called a digital filter.In order to improve the performance of the digital filter, a full-scale jump connection is added to the generator to improve the quality of the generated image, and the integral optical density constraint is added to the loss function to facilitate accurate measurement of the integrated optical density of the nucleus in the generated image.Experiments show that the digital filter can achieve the filtering effect of a hardware filter, and the generated image is close to the real filtered image in terms of visual effects.In the task of calculating the integral optical density of the cell nucleus, the generated image deviates 5.3% from the real filtered image with a mean value of 119, the performance is improved by 10.9%, 3.2%, and 6.1% compared with CycleGAN, pix2pix, and pix2pixHD methods.…”
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Cross-language refactoring detection method based on edit sequence by Tao LI, Dongwen ZHANG, Yang ZHANG, Kun ZHENG

“…Secondly, the CodeBERT pre-training model was combined with the BiLSTM-attention model to train and test on the dataset. Finally, the effectiveness of the proposed method was evaluated from six perspectives. …”
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Hyperspectral Image Change Detection Method Based on the Balanced Metric by Xintao Liang, Xinling Li, Qingyan Wang, Jiadong Qian, Yujing Wang

“…Experiments show that on the four datasets, the proposed method can achieve a good change detection effect.…”
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ORGANIZATION AND METHOD FOR THE REMOTE LABORATORY WORK OF GENERAL TECHNICAL DISCIPLINE by Alfia Sh. Salakhova, Vladimir A. Kozlov

“…The authors consider structure of the distant system to real experiments control and the method of realization distant laboratory work in the educational process. …”
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An Instructional Optimization Method Based on Bidirectional Transformer and Reinforcement Learning by Ran Zhang, Xiaoping Wu, Xude Zhang, Li Xu

“…Existing recommendation methods often struggle with effectively modeling learner interests, addressing the cold-start problem, and dynamically adapting recommendation strategies to meet personalized needs. …”
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Node Classification Method Based on Hierarchical Hypergraph Neural Network by Feng Xu, Wanyue Xiong, Zizhu Fan, Licheng Sun

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An Aerodynamic Method for the Analysis of Isolated Horizontal-Axis Wind Turbines by Christian Masson, Idriss Ammara, Ion Paraschivoiu

“…In most existing performance-analysis methods, wind turbines are considered isolated so that interference effects caused by other rotors or by the site topology are neglected. …”
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Hard-coded backdoor detection method based on semantic conflict by Anxiang HU, Da XIAO, Shichen GUO, Shengli LIU

“…The current router security issues focus on the mining and utilization of memory-type vulnerabilities, but there is low interest in detecting backdoors.Hard-coded backdoor is one of the most common backdoors, which is simple and convenient to set up and can be implemented with only a small amount of code.However, it is difficult to be discovered and often causes serious safety hazard and economic loss.The triggering process of hard-coded backdoor is inseparable from string comparison functions.Therefore, the detection of hard-coded backdoors relies on string comparison functions, which are mainly divided into static analysis method and symbolic execution method.The former has a high degree of automation, but has a high false positive rate and poor detection results.The latter has a high accuracy rate, but cannot automate large-scale detection of firmware, and faces the problem of path explosion or even unable to constrain solution.Aiming at the above problems, a hard-coded backdoor detection algorithm based on string text semantic conflict (Stect) was proposed since static analysis and the think of stain analysis.Stect started from the commonly used string comparison functions, combined with the characteristics of MIPS and ARM architectures, and extracted a set of paths with the same start and end nodes using function call relationships, control flow graphs, and branching selection dependent strings.If the strings in the successfully verified set of paths have semantic conflict, it means that there is a hard-coded backdoor in the router firmware.In order to evaluate the detection effect of Stect, 1 074 collected device images were tested and compared with other backdoor detection methods.Experimental results show that Stect has a better detection effect compared with existing backdoor detection methods including Costin and Stringer: 8 hard-coded backdoor images detected from image data set, and the recall rate reached 88.89%.…”
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Parametric Design Method and Performance Analysis of Double S-Shaped Nozzles by Yong Shan, Xiaoming Zhou, Xiaoming Tan, Jingzhou Zhang, Yanhua Wu

“…A parametric design method, which was based on super-elliptical transition and self-adaption infrared radiation shield for the double S-shaped nozzle, was introduced. …”
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Tolerance to Morphine Analgesia: Influence of Pain and Method of Morphine Delivery by Scott A Chen, Anthony L Vaccarino

“…These results show the importance of the method used to deliver morphine in determining the effects of pain on the development of tolerance to morphine analgesia.…”
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Method of integrated consideration of factors for calculation of anchor system of pontoons by Kozinetc Galina, Badenko Vladimir, Sharapov Dmitry, Shonina Ekaterina

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