Automation of Multi-Class Microscopy Image Classification Based on the Microorganisms Taxonomic Features Extraction by Aleksei Samarin, Alexander Savelev, Aleksei Toropov, Aleksandra Dozortseva, Egor Kotenko, Artem Nazarenko, Alexander Motyko, Galiya Narova, Elena Mikhailova, Valentin Malykh

Subjects: “…biomedical image processing…”
Get full text

New Approach to Dominant and Prominent Color Extraction in Images with a Wide Range of Hues by Yurii Kynash, Mariia Semeniv

Subjects: “…image preprocessing…”
Get full text

Autoimmune gastritis detection from preprocessed endoscopy images using deep transfer learning and moth flame optimization by Fadiyah M. Almutairi, Sara A. Althubiti, Shabnam Mohamed Aslam, Habib Dhahri, Omar Alhajlah, Nitin Mittal

“…Various stages in the DL tool comprise; (i) Image collection and resizing, (ii) image pre-processing using Entropy-function and Moth-Flame (MF) Algorithm, (iii) deep-features extraction using a chosen DL-model, (iv) feature optimization using MF algorithm and serial features concatenation, and (iv) classification and performance confirmation using five-fold cross-validation. …”
Get full text

Research on Information Security Transmission of Port Multi-Thread Equipment Based on Advanced Encryption Standard and Preprocessing Optimization by Zhixin Xia, Xiaolei Yang, Afei Li, Yongshan Liu, Siyuan He

“…Based on the C/S multithreaded control framework, this article used AES encryption technology, and by customizing the S-boxes therein and differential diffusion of the S-boxes, it improved the randomness of the ciphertexts and the resistance to differential attacks, and reduced the likelihood of leakage in the process of data computation. On this basis, in order to reduce the cost overhead generated by AES encryption, this paper used the pre-computed method of optimizing S-boxes and Mixcolumn matrices to be applied to the multithreaded control framework, which improved the computation rate of AES, and then it improved the efficiency of the information transmission in the multithreaded control process. …”
Get full text

Ridge Regressive Data Preprocessed Quantum Deep Belief Neural Network for Effective Trajectory Planning in Autonomous Vehicles by S. Nirmala Devi, Rajesh Natarajan, Gururaj H. L., Francesco Flammini, Badria Sulaiman Alfurhood, Sujatha Krishna

“…Trajectory planning is a new research topic in the field of automated vehicles (AVs). It is the process of identifying a trajectory for the vehicle to traverse its environment without obstacle collision. …”
Get full text

Prediction and analysis of China’s coastal marine economy: an innovative grey model with the best-matching data-preprocessing techniques by Zerong Wang, Zhijian Cai, Yao Li

Subjects: Get full text

Assessing the Preprocessing Benefits of Data-Driven Decomposition Methods for Phase Permutation Entropy—Application to Econometric Time Series by Erwan Pierron, Meryem Jabloun

“…Our primary aim is to assess how these preprocessing methods affect PPE’s ability to capture temporal structural complexities within time series. …”
Get full text

Enhancing Epilepsy Seizure Detection Through Advanced EEG Preprocessing Techniques and Peak-to-Peak Amplitude Fluctuation Analysis by Muawiyah A. Bahhah, Eyad Talal Attar

“…This study has been conducted to improve seizure detection accuracy in epilepsy patients using an advanced preprocessing technique that could remove such noxious artifacts. …”
Get full text

Data Preprocessing Techniques for AI and Machine Learning Readiness: Scoping Review of Wearable Sensor Data in Cancer Care by Bengie L Ortiz, Vibhuti Gupta, Rajnish Kumar, Aditya Jalin, Xiao Cao, Charles Ziegenbein, Ashutosh Singhal, Muneesh Tewari, Sung Won Choi

“…This review found that researchers are using various preprocessing techniques to address this challenge, but there remains a lack of standardized best practices. …”
Get full text

Evaluasi Metode Preprocessing Sederhana, Retinex, dan Guided Filtering untuk Peningkatan Kualitas Citra Bawah Air by Septa Cahyani, Zaid Romegar Mair, Indah Pratiwi Putri

“…Kata Kunci - citra bawah air, peningkatan kualitas citra, preprocessing sederhana, UIQM…”
Get full text

READING, PREPROCESSING OF ACCELERATIONS AND CORNERS INCLINATION WITH MPU-6050 I RECORD THEM ON SD-CARD THE ARDUINO DUE by V. G. Mikhailov

Get full text

Quantitative Estimation of Organic Matter Content in Arid Soil Using Vis-NIR Spectroscopy Preprocessed by Fractional Derivative by Jingzhe Wang, Tashpolat Tiyip, Jianli Ding, Dong Zhang, Wei Liu, Fei Wang

Get full text

GRACE-FO Satellite Data Preprocessing Based on Residual Iterative Correction and Its Application to Gravity Field Inversion by Shuhong Zhao, Lidan Li

Subjects: Get full text

A Preprocessing Method for Insulation Pull Rod Defect Dataset Based on the YOLOv5s Object Detection Network by Xuetong Li, Meng Cong, Bo Liu, Xianhao Fan, Weiqi Qin, Fangwei Liang, Chuanyang Li, Jinliang He

“…Thus, this work proposes a data preprocessing method for the insulation pull rod defect feature dataset. …”
Get full text

A mobile strategy for water participatory monitoring by Marcelo Nepomoceno Kapp, Bruna Baldasso, Giovanna Juliana Ghellere, Tassius Nicholas Santos Porfirio, Sílvia Sônia da Silva, Wagner Ferreira, Marcela Boroski

Subjects: “…contaminants; mobile application; environmental monitoring; on-site detection; geoprocessing.…”
Get full text

‘Environmental vulnerability of a tropical river watershed, Eastern amazon’ by Marcio Sousa da Silva, Pedro Walfir Martins e Souza Filho, Renato Oliveira da Silva Júnior, Wilson Nascimento Júnior, Gabriel Negreiros Salomão, Edson José Paulino da Rocha, Aline Maria Meiguins de Lima, José Francisco Berredo Reis da Silva, Everaldo Barreiros de Souza

Subjects: Get full text

COBERTURA VEGETAL NATURAL E USO ANTRÓPICO NAS UPGRH’S E BACIAS HIDROGRÁFICAS FEDERAIS DO BIOMA CERRADO-MG / Natural vegetation cover and the anthropic use in the UPGRH’s and federa... by Mirna Karla Amorim Silva, Roberto Rosa

Subjects: “…Geoprocessing…”
Get full text

Analysis of preprocessing for Generative Adversarial Networks: A case study on color fundoscopy to fluorescein angiography image-to-image translation by Veena K.M., Veena Mayya, Rashmi Naveen Raj, Sulatha V. Bhandary, Uma Kulkarni

Subjects: Get full text

Power Operation Violation Identification Method Based on Point Cloud Data Preprocessing and Deep Learning under the Architecture of IoT by Shibo Yang, Weiping Fu, Lishuo Zhang, Zhaolei Wang

“…Aiming at the problems of low recognition accuracy and large memory occupation when using point cloud information for power operation violation, A power operation violation recognition method based on point cloud data preprocessing and deep learning under the architecture of Internet of things (IoT) is proposed. …”
Get full text

Improve unsupervised Learning-based landslides detection by band ratio processing of RGB optical images: a case study on rainfall-induced landslide clusters by Lichuan Chen, Xuekun Xiang, Haijia Wen, Jiafeng Xiao, Chenhao Song, Xinzhi Zhou, Jingyuan Yu

Subjects: Get full text