Recent Progress in Simplified Coherent Technology by HU Shan, LI Wei, PAN Yingmei, ZENG Tao, LUO Ming, YU Huang, GUO Hao

“…Then, the principles, specific structures, and implementation methods of each part are specifically introduced, including clock and carrier recovery, optical domain polarization demultiplexing (polarization rotation compensation), and analog adaptive equalization. …”
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An Efficient Illumination Estimation Algorithm for Low-Light Image Enhancement by Tirui Wu, Martin Glavin, Edward Jones

“…Low-light image enhancement is of interest in many practical applications, such as low-light photography and video surveillance. Traditional methods, like histogram equalization-based methods, cannot produce good quality output consistently. …”
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Expression Recognition Using Improved AlexNet Network in Robot Intelligent Interactive System by Yifeng Zhao, Deyun Chen

“…Aiming at the insufficient feature extraction in the expression feature extraction stage of traditional convolutional neural network and the misclassification of mislabeled samples, an expression recognition and robot intelligent interaction method using deep learning is proposed. First, in image preprocessing, the dimension of the color image is reduced by image gray adjustment to reduce the amount of calculation, the shadow interference is eliminated by the average method, and the image is enhanced by histogram equalization. …”
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3D Reconstruction of Traditional Handicrafts Based on Binocular Vision by Yi Qin, Zhipeng Xu

“…To realize the reconstruction of traditional handicrafts, this paper proposes an improved AD-Census stereo matching algorithm of a binocular measurement system for object positioning and three-dimensional reconstruction. Methods based on the principle of binocular vision measurement include firstly, histogram equalization, adaptive threshold Canny edge extraction, and expansion are used for image preprocessing; Secondly, the calibration method is used to complete camera calibration, remove camera distortion through stereo correction, and improve the AD-Census stereo matching algorithm based on gradient division of weak texture and edge area. …”
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Preparation of matrix reference material for carbaryl residues in Chinese yam flour by HUO Siyu, GEN Xuhao, YU Libo, CHEN Dongdong, PENG Tao

“…A liquid chromatography-series mass spectrometer was used for detection, and the isotope internal standard curve method was used for quantification. Through the process of equalization stability evaluation, cooperative setting and uncertainty evaluation, the matrix reference material of the expected yam powder was obtained. …”
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Empathy in the Quran Perspective and its Actualization on Humanitarian Issues in Palestine by Nur Hidayati, Suqiyah Musafaah, Rohmania Citra Ayu Pratiwi, Huda Fadzil

“…The Research used qualitative methods with thematic tafsir. Focus on Collective data and analysis phrases from the Quran that are relevant with empathy. …”
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Studies on Underwater Image Processing Using Artificial Intelligence Technologies by Sugunapriya A, Markkandan S

“…The survey reviews a range of techniques from traditional histogram equalization and white balancing methods to cutting edge AI approaches, including CNNs and GANs. …”
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Analysis on the Impact of Data Augmentation on Target Recognition for UAV-Based Transmission Line Inspection by Chunhe Song, Wenxiang Xu, Zhongfeng Wang, Shimao Yu, Peng Zeng, Zhaojie Ju

“…In this paper, taking insulator strings as the target, the impact of a series of widely used data augmentation methods on the accuracy of target recognition is studied, including histogram equalization, Gaussian blur, random translation, scaling, cutout, and rotation. …”
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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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Hybrid UM-LT-AHE Technique for Contrast Enhancement of Medical Images by Abolaji Okikiade Ilori, Kamoli Akinwale Amusa, Olumayowa Ayodeji Idowu

“… This paper is concerned with combinations of un-sharp masking, logarithmic transformation, and adaptive histogram equalization techniques to arrive at a hybrid method for enhancement of different types of medical image's contrast. …”
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Processing and analysis of images of microstructure metals for determining the grain point by R. P. Bohush, Y. R. Adamousky, S. F. Denisenak

“…Pre-processing is used to remove noise, sharpen and improve contrast using Adaptive Contrast-Limiting Histogram Equalization (CLAHE). The next step is grain segmentation. …”
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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

“…At the same time, a gradient equalization mechanism is added to the loss function. …”
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The idea of freedom of conscience in the views of liberal legalists in the Russian Empire: from theory to practice. Second half of the XIX – early XX century by D. V. Rybin

“…They assumed that the equalization of rights and Christian preaching would help stabilize the public sphere and build a more just society. …”
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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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A study on applying GA for performance improvement of SP decoder in SMR by Madoka Nishikawa, Yasuaki Nakamura, Yasushi Kanai, Yoshihiro Okamoto

“…We study low-density parity-check (LDPC) coding and iterative decoding methods for shingled magnetic recording in ultra-high-density hard disk drives. …”
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Cheetah optimized CNN: A bio-inspired neural network for automated diabetic retinopathy detection by V. K. U. Ahamed Gani, N. Shanmugasundaram

“…The proposed CO-CNN approach shows superior performance compared to that of state-of-the-art methods, offering potential applications in telemedicine, treatment planning, early detection, screening, and patient education. …”
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Recent trends in pixel-based image enhancement techniques using VLSI cores – a review by Chrishia Christudhas, Annis Fathima A

“…In terms of delay, Histogram Stretching proves more efficient. Histogram Equalization and its variants prove more power efficient than other state-of-the-art methods. …”
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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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Enhancing 3D Reconstructions in Underwater Environments: The Impact of Image Enhancement on Model Quality by A. Vrochidis, A. Vrochidis, D. Tzovaras, S. Krinidis

“…Three real-world underwater datasets were analyzed to assess the effectiveness of these methods in improving the accuracy and completeness of reconstructed 3D models. …”
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Winter appearance of ectoparasite communities living bats (Chiroptera: Vespertilionidae) in the artificial caves of the Samara Luka by M.S. Malyavina, D.G. Smirnov

“…Then the arthropods were fixed according to standard methods, using a solution of potassium alkali as a bleach. …”