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Characterization of Structural Building Damage in Post-Disaster Using GLCM-PCA Analysis Integration [PDF]

open access: yesIEEE Access
Objective: To determine the characteristics of a building after a natural disaster using image input through the integration of image analysis techniques. Methods: Several image analysis techniques, including GLCM and PCA, were employed. The GLCM process
Agung Teguh Wibowo Almais   +2 more
exaly   +4 more sources

Using Texture Feature in Fruit Classification [PDF]

open access: yesEngineering and Technology Journal, 2021
Recent advances in computer vision have allowed wide-ranging applications in every area of life. One such area of application is the classification of fresh products, but the classification of fruits and vegetables has proven to be a complex problem and ...
Mauj H. Abd al karim, Abdulamir A. Karim
doaj   +1 more source

Deteksi Dini Serangan Hama Penyakit pada Cabai Rawit Menggunakan Metode Image Recognition

open access: yesJuTISI (Jurnal Teknik Informatika dan Sistem Informasi), 2023
Tanaman cabai merupakan salah satu komoditas sayuran yang memiliki nilai ekonomi tinggi serta berpotensi untuk terus dikembangkan. Kendati demikian, produksi tanaman cabai tersebut sering mengalami hambatan, salah satunya karena serangan hama dan ...
Suci Fitri Nazila   +4 more
doaj   +1 more source

شناسایی و پهنه‌بندی مناطق مستعد زمین‌لغزش با استفاده از روش شیءگرا و تحلیل شبکه (ANP) (مطالعه موردی: حوضه آبریز شاهرودچایی شهرستان خلخال) [PDF]

open access: yesجغرافیا و مخاطرات محیطی, 2021
حرکتهای دامنه‌ای به‌ویژه زمین‌لغزش در زمره پرخطرترین و زیان‌بارترین مخاطرات محیطی است که در دهه‌های اخیر شتاب فزاینده‌ای یافته است. پژوهش حاضر با هدف ارزیابی میزان کارایی تکنیک‌ پردازش شیءگرای تصاویر ماهواره‌ای سنتینل 2A در شناسایی، آشکارسازی و پهنه‌بندی
سیران بهمنی   +3 more
doaj   +1 more source

Offline handwritten signature verification using various Machine Learning Algorithms [PDF]

open access: yesITM Web of Conferences, 2021
In today’s world it is necessary to protect one’s authenticity in order to ensure the protection of personal information that only the authenticate credentials of a person can have access to.
Lokare Chinmay   +4 more
doaj   +1 more source

FUNDUS IMAGE CLASSIFICATION USING HYBRIDIZED GLCM FEATURES AND WAVELET FEATURES

open access: yesICTACT Journal on Image and Video Processing, 2021
We find the usefulness of computers in every field including medical field. Scanning the affected part has become a standard study. Diagnosing a disease at the right time, i.e. early detection, from the study of images enables the physician to take right
T Shanthi   +5 more
doaj   +1 more source

Pneumonia Classification Based on GLCM Features Extraction using K-Nearest Neighbor

open access: yesIndonesian Journal of Applied Physics, 2023
Pneumonia has been detected using Machine learning. The stages in this study began with preprocessing in 4 stages: resizing, cropping, filtering using a high pass filter, and Adaptive Histogram Equalization.
Suharyana Suharyana   +5 more
doaj   +1 more source

Improvement of Starling Image Classification with Gabor and Wavelet Based on Artificial Neural Network

open access: yesJOIV: International Journal on Informatics Visualization, 2023
Indonesia is a country that has a diversity of animal species with the top 10 predicate in the world. The population of animal species, including starlings, is very widely known in the country.
Aviv Yuniar Rahman   +3 more
doaj   +1 more source

Improving the Accuracy in Lung Cancer Detection Using NN Classifier [PDF]

open access: yesE3S Web of Conferences, 2023
Lung cancer is a leading cause of cancer-related deaths worldwide, with a high mortality rate and a significant economic burden on health care systems. Traditional screening methods, such as X-rays and CT scans, have limitations in terms of accuracy and ...
M.K. Linga Murthy   +7 more
doaj   +1 more source

Development of a Fast Convergence Gray-Level Co-Occurrence Matrix for Sea Surface Wind Direction Extraction from Marine Radar Images

open access: yesRemote Sensing, 2023
The new sea surface wind direction from the X-band marine radar image is proposed in this study using a fast convergent gray-level co-occurrence matrix (FC-GLCM) algorithm. First, the radar image is sampled directly without the need for interpolation due
Hui Wang   +6 more
doaj   +1 more source

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