Information Merging for Improving Automatic Classification of Electrical Impedance Mammography Images by Jazmin Alvarado-Godinez, Hayde Peregrina-Barreto, Delia Irazú Hernández-Farías, Blanca Murillo-Ortiz

“…Breast cancer remains one of the leading causes of mortality among women worldwide, highlighting the critical need for early and accurate detection methods. Traditional mammography, although widely used, has limitations, including radiation exposure and challenges in detecting early-stage lesions. …”
Get full text

BO-CLAHE enhancing neonatal chest X-ray image quality for improved lesion classification by Jiwon Han, Byungmin Choi, Jae Young Kim, Yeonjoon Lee

“…While various image enhancement methods have been proposed, Contrast Limited Adaptive Histogram Equalization (CLAHE) has been recognized as an effective technique for contrast-based image improvement. …”
Get full text

Improved leukocyte classification in bone marrow cytology using convolutional neural network with contrast enhancement by Shahid Mehmood, Tariq Shahzad, Muhammad Zubair, Farman Matloob Khan, Muhammad Adnan Khan, Khmaies Ouahada, Amir H. Gandomi

“…The precise identification and enumeration of each variety of WBCs are essential for the diagnosis and management of various conditions, including infectious diseases, immune disorders, immunological deficiencies, leukemia, and so forth. The conventional method of examining bone marrow cells by hematologists and pathologists using microscopy is tedious, time-consuming, and prone to variability among observers. …”
Get full text

Enhanced Brain Tumor Classification Using MobileNetV2: A Comprehensive Preprocessing and Fine-Tuning Approach by Md Atiqur Rahman, Mohammad Badrul Alam Miah, Md. Abir Hossain, A. S. M. Sanwar Hosen

“…Effective glioma, meningioma, and pituitary tumor diagnosis and treatment requires the precise differentiation of these tumors as well as non-tumors for improved clinical outcomes. <b>Methods:</b> Here, we present a new method to classify brain tumors based on the MobileNetV2 architecture with advanced preprocessing for high accuracy. …”
Get full text

Rep-MobileViT: Texture and Color Classification of Solid Wood Floors Based on a Re-Parameterized CNN-Transformer Hybrid Model by Anning Duanmu, Sheng Xue, Zhenye Li, Yajun Zhang, Chao Ni

“…Comparative analyses demonstrate that this approach outperforms existing machine learning methods by over 12% in classification accuracy.…”
Get full text

Vision-Based 6D Pose Analytics Solution for High-Precision Industrial Robot Pick-and-Place Applications by Balamurugan Balasubramanian, Kamil Cetin

“…The Z-position of the object is calculated from the camera’s intensity data, while the remaining X-Y rotation angles are determined using the angle-of-inclination analytics method. It is experimentally verified that the proposed analytical solution outperforms the hybrid-based method (YOLO-v8 combined with PnP/RANSAC algorithms). …”
Get full text

An Automated Wavelet Scattering Network Classification Using Three Stages of Cataract Disease by Enas Hamood Al-Saadi, Ahmed Nidhal Khdiar, Lamis Hamood Al-Saadi

“…The limited contrast adaptive histogram equalization (CLAHE) method was then employed to improve the image's contract level. …”
Get full text

Image Matching Algorithm for Transmission Towers Based on CLAHE and Improved RANSAC by Ruihua Chen, Pan Yao, Shuo Wang, Chuanlong Lyu, Yuge Xu

“…Specifically, the strategy begins with initial feature matching using the nearest neighbor ratio (NNR) method, followed by outlier rejection via the Grid-based Motion Statistics (GMS) algorithm. …”
Get full text

Assembly Quality Control Technologies in Forced Clamping and Compensation Processes for Large and Integrated Aeronautical Composite Structures by Feiyan Guo, Qiangwei Bao, Jialiang Liu, Xiliang Sha

“…As a result, in practical engineering, the forced method of applying a local clamping force is inevitably adopted to passively reduce and compensate for assembly errors. …”
Get full text

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. …”
Get full text

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. …”
Get full text

The role of youth and scouting education in enhancing student character development by Eva Nur Hidayah, Mukhamad Murdiono, Giri Harto Wiratomo, Dwi Hermawan

“…The research utilized a descriptive approach with a qualitative method, conducted at Universitas Negeri Semarang, focusing on outbound learning for PGMK subjects. …”
Get full text

Can digital governance promote urban energy conservation and emission reduction? A quasi-natural experiment based on "National Pilot Policy of Information Benefiting the People" in... by Shaohui Zou, Yingying Ji

“…In recent years, the "National Pilot Policy of Information Benefiting the People" has become a key measure for big data to empower government governance, accelerate the improvement of public service levels and equalization of public services. This paper adopts the difference-in-difference method, takes the "National Pilot Policy of Information Benefiting the People" implemented in my country in 2014 as a quasi-natural experiment of digital governance, and explores the effectiveness of government digital governance measures on urban energy conservation and emission reduction and its potential transmission mechanism based on panel data of 283 cities in China from 2006 to 2021. …”
Get full text

The Rational Use of Oxalic Acid Against to “Varroa Destructor”; Regional Scale Pilot Scheme by Fatih Yılmaz, Sedat Sevin, Gökhan Akdeniz, Seyit Hasan Öztürk, Ahmet Kuvancı, Hasan Ese, Mücahit Buldağ, Gülden Ayvaz Baykal

“…The scope of this project is aimed to determine the appropriate control method of Varroa by investigating the efficiency values of the evaporation and dropping methods of Oxalic acid. …”
Get full text

An integrated deep learning framework using adaptive enhanced vision fusion and modified mobilenet architecture for precision classification of skin diseases with enhanced diagnost... by Ahsan Bilal Tariq, Muhammad Zaheer Sajid, Nauman Ali khan, Muhammad Fareed Hamid, Anwaar UlHaq, Jarrar Amjad

“…We propose Dermo-Transfer, a novel architecture that combines MobileNet with dense blocks and residual connections to improve skin disease severity classification by addressing problems such as vanishing gradients and overfitting. Our method incorporates multi-scale Retinex, gamma correction, and histogram equalization to enhance image quality and visibility. …”
Get full text

Sentinel-1 Noise Suppression Algorithm for High-Wind-Speed Retrieval in Tropical Cyclones by Dechen Ge, Lihua Wang, Weiwei Sun, Hongmei Wang, Wenjing Jiang, Tian Feng

“…Existing noise suppression methods remain insufficient due to their limited consideration of spatially varying noise characteristics within different TC structural regions. …”
Get full text

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. …”
Get full text

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. …”
Get full text

GIS-based accessibility analysis of urban park green space landscape by Zuo Yiqiu, Ding Xinlei, Wei Yajuan, Wang Wenguo, Wang Mingjing

“…This paper takes the park green space in the central urban area of Baotou City as the research object, and analyzes the landscape accessibility of the service radius of urban park green space from multiple dimensions through buffer analysis method, gravity model method, cost weighted distance method, traffic cost method and minimum proximity distance method. …”
Get full text

Characterization of parallel ripple and dynamic control performance of phase-shifted charging module based on magnetic coupling structure by Qi BeiBei, Lyu Shukang, Yuan Xiaodong, Zeng Fei, Zhu Changyu, Chen Yihan

“…The interleaved parallel connection based on carrier wave phase shifting can further enhance the overall power density of the charging pile, reduce the charging current ripple, and combine with the magnetic coupling method can further improve the integration degree of the filter, and improve the steady state equalization performance. …”
Get full text