Infrared thermography based fault diagnosis of diesel engines using convolutional neural network and image enhancement by Wang Rongcai, Yan Hao, Dong Enzhi, Cheng Zhonghua, Li Yuan, Jia Xisheng

“…Therefore, the article presents a new fault diagnosis method for diesel engines using IRT and CNN. The proposed method involves conducting adaptive histogram equalization for image enhancement, followed by employing Softmax regression for pattern recognition. …”
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Battery Cell Balancing of V2G-Equipped Microgrid in the Presence of Energy Storage Aggregator by Geno Peter, Albert Alexander Stonier, Dishore Shunmugham Vanaja, Fitrahsya Justin, Ramya Kuppusamy, Yuvaraja Teekaraman

“…Therefore, to address this issue, a unique voltage equalization method using a modular flyback converter is presented. …”
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Noise Analysis and Modulation Optimization for Nonlinear Visible Light Communication System With Signal-Dependent Noise by Jiaqi Wei, Yuan Wang, Chen Gong, Nuo Huang

“…Based on the experimental results, a modulation optimization method is proposed for the VLC system with SDN. The symbol error rate (SER) of the optimized modulation is much lower than that of the uniform modulation in flat channel. …”
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Study on a High-Accuracy Real-Time Algorithm to Estimate SOC of Multiple Battery Cells Simultaneously by Yong Luo, Yingzhe Kan, Yanli Yin, Li Liu, Huanyu Cui, Fei Wu

“…In traditional battery equalization strategy, open-circuit voltage (OCV) of battery cells was used to judge the difference of SOC between them. …”
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Automated Seedling Contour Determination and Segmentation Using Support Vector Machine and Image Features by Samsuzzaman, Md Nasim Reza, Sumaiya Islam, Kyu-Ho Lee, Md Asrakul Haque, Md Razob Ali, Yeon Jin Cho, Dong Hee Noh, Sun-Ok Chung

“…The peak signal-to-noise ratio (PSNR) and the structural similarity index measure (SSIM) were used to select the clip limit for histogram equalization. The images were analyzed across 18 different color spaces to extract the color features, and six texture features were derived using the gray-level co-occurrence matrix (GLCM) method. …”
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Software-architectural configuration of the multifunctional audio digital signal processor module for signal mediatesting of audio devices by A. V. Gevorsky, M. S. Kostin, K. A. Boikov

“…This will be used for testing audio devices in the following modes: routing of balanced and unbalanced audio channels according to the differential scheme Di-Box/R Di-Box; spatiotemporal and dynamic audio processing; three-band monochannel cross-separation with independent equalization; and correction of the frequency response of the audio channel with tracking notch auto-suppression of electro-acoustic positive feedback in a given spectral band.Methods. …”
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Landslide Segmentation in High-Resolution Remote Sensing Images: The Van–UPerAttnSeg Framework with Multi-Scale Feature Enhancement by Chang Li, Quan Zou, Guoqing Li, Wenyang Yu

“…To overcome these limitations, for high-resolution remote sensing images, this method first uses online equalization sampling and enhancement strategy to sample high-resolution remote sensing images to ensure data balance and diversity. …”
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Inhomogeneous Illumination Image Enhancement Under Extremely Low Visibility Condition by Libang Chen, Jinyan Lin, Qihang Bian, Yikun Liu, Jianying Zhou

“…We introduce in this paper a novel method that adaptively filters background illumination based on Structural Differential and Integral Filtering (SDIF) to enhance only the vital signal information. …”
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Advanced Chromatic Dispersion Compensation in Optical Fiber FBMC-OQAM Systems by Francois Rottenberg, Trung-Hien Nguyen, Simon-Pierre Gorza, Francois Horlin, Jerome Louveaux

“…Considering a 1-dB optical signal-to-noise ratio penalty at a bit error rate of <inline-formula><tex-math notation="LaTeX">$3.8\times 10^{-3}$</tex-math> </inline-formula> and 256 subcarriers, the results show that the maximum CD tolerance of the frequency spreading method can be enhanced by a factor 10 and 30 for 4-OQAM and 16-OQAM modulations, respectively, compared to that of the conventional one-tap equalizer, at the cost of higher complexity. …”
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Efficient early-stage disease detection in pomegranate (Punica granatum) using convolutional neural networks optimized by honey badger optimization algorithm by Sameera P, Abhay A. Deshpande

“…To overcome this problem, this study presents an early-stage disease detection method for pomegranates. Initially, image quality was enhanced using contrast limited adaptive histogram equalization. …”
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Measurement, source decomposition, and formation mechanism of differences in the development of China’s health services by Fulei Jin, Xigang Zhang, Yiming Zhao

“…This paper conducts research on the differences in China’s health service development, aiming to provide references for promoting health equity through the equalization of health services. A series of quantitative methods are applied in this study, including the two-stage entropy method, spatial kernel density estimation, Theil index, variance decomposition method, and quadratic assignment procedure (QAP). …”
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Results and prospects of European radish breeding by Maria A. Kosenko

“…Heterosis hybrids have high yield, marketability, equalization, friendly yield and resistance to disease. …”
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Effectiveness of Feature Extraction by PCA-Based Detection and Naive Bayes Classifier for Glaucoma Images by J. Shiny Christobel, D. Vimala, J. Joshan Athanesious, S. Christopher Ezhil Singh, Sivaraj Murugan

“…The images are involved in dilation as a preprocessing, enhancement using the contrast limited adaptive histogram equalization method, and followed by the extraction of features using principal component analysis. …”
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Unsupervised Boosted Fusion Network for Single Low-Light Image Enhancement by Jianfeng Zhang, Hengxuan Li, Zhanqiang Huo

“…Unsupervised methods are gradually becoming a research hotspot in low-light image enhancement due to their lack of paired training data and higher quality visual enhancement effects, but existing unsupervised low-light image enhancement methods generate excess noise and rely on contrast exposure stacks. …”
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The effects of unified pooling arrangement on health inequity in China: a DID-RIF approach by Jing Wu, Yuqing Liu, Chuncheng Wang, Lianjie Liu, Jiaqian Lu

“…Ultimately, this paper aims to assess the impact of the UPA policy on health inequity. Methods This study takes the provincial unified reform of basic medical insurance for urban employees in China as an example, uses the China Family Panel Studies (CFPS) data and related policy documents, and adopts the DID-RIF hybrid method to test the impact of the equalization of the medical insurance system on health inequity, by using the interaction term in the DID (Difference-in-Differences) model as the independent variable in the RIF (Recentered Influence Function) to exclude the influence of other interfering variables. …”
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Transmission Line Anomaly Detection and Real-Time Monitoring System Combining Edge Computing and EfficientDet by Menghao Lin, Yang Ding, Tianle Wang, Yang Liu, Zewei Li

“…The experimental results show that the proposed method effectively improves recognition accuracy and recall rate, achieving over 88% on different types of transmission lines. …”
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High Humidity Grain Periodic Drying by A. V. Golubkovich, I. D. Lukin

“…(Materials and methods) It was noted that the mosteffective drying uniformity is achieved by recycling method. …”
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Ring Fusion of Fisheye Images Based on Corner Detection Algorithm for Around View Monitoring System of Intelligent Driving by Jianhui Zhao, Hongbo Gao, Xinyu Zhang, Yinglin Zhang, Yuchao Liu

“…In order to improve the visual effect of the around view monitor (AVM), we propose a novel ring fusion method to reduce the brightness difference among fisheye images and achieve a smooth transition around stitching seam. …”
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Efficient Recovery of Linear Predicted Coefficients Based on Adaptive Steepest Descent Algorithm in Signal Compression for End-to-End Communications by Abel Kamagara, Abbas Kagudde, Baris Atakan

“…Subsequently, the algorithm facilitates down-conversion, time and carrier recovery, equalization, and correlation processes. To evaluate the feasibility of the proposed method, parameters such as multipath interference, additive white Gaussian noise, timing, and phase noise are modeled as channel errors in signal compression using the software-defined receiver. …”
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Research on the Control Strategy of Star Cascaded SVG underThree-phase Unbalanced Conditions by WU Bing, HU Xiaodong, LI Sufen, ZHANG Dinghua, WANG Feng, XU Yong

“…This paper proposes a two-loop control strategy with voltage outer loop and current inner loop, which adopts a method of state feedback decoupling PI control. Over-current of SVG is suppressed by negative sequence voltage feed-forward control, and DC voltage is adjusted by zero sequence voltage injection method to reallocate the active power in three phases. …”
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