Results 31 to 40 of about 22,865 (233)

Automatic detection of COVID-19 using pruned GLCM-Based texture features and LDCRF classification

open access: yesComput. Biol. Medicine, 2021
Recently, automatic computer-aided detection (CAD) of COVID-19 using radiological images has received a great deal of attention from many researchers and medical practitioners, and consequently several CAD frameworks and methods have been presented in ...
Samy Bakheet, A. Al-Hamadi
semanticscholar   +1 more source

Classification of Tangerine (Citrus Reticulata Blanco) Quality Using Combination of GLCM, HSV, and K-NN

open access: yesIJCCS (Indonesian Journal of Computing and Cybernetics Systems), 2019
The quality of fruit production is very important because it is related to the value of sales. Data from the Directorate General of Horticulture at the Ministry of Agriculture in 2017 showed that 94,3% of the total yield of citrus fruits is a type of ...
Friska Ayu Listya, Nur Rokhman
doaj   +1 more source

Texture recognition by using GLCM and various aggregation functions [PDF]

open access: yes2008 IEEE International Conference on Fuzzy Systems (IEEE World Congress on Computational Intelligence), 2008
We discuss the problem of texture recognition based on the grey level co-occurrence matrix (GLCM). We performed a number of numerical experiments to establish whether the accuracy of classification is optimal when GLCM entries are aggregated into standard metrics like contrast, dissimilarity, homogeneity, entropy, etc., and compared these metrics to ...
Gleb Beliakov   +2 more
openaire   +1 more source

OFFLINE SIGNATURE VERIFICATION BASED ON GLCM

open access: yesInternational Journal of Electronics Signals and Systems, 2014
Several papers have recently appeared in the literature which propose pseudo-dynamic features for automatic static handwritten signature verification based on the use of gray level values from signature stroke pixels. Good results have been obtained using rotation invariant uniform local binary patternsLBP plus LBP and statistical measures from gray ...
P. NAGENDRA BABU   +2 more
openaire   +1 more source

Gabor-GLCM-Based Texture Feature Extraction Using Flame Image to Predict the O2 Content and NOx

open access: yesACS Omega, 2022
Flame image feature extraction is the basis for boiler combustion monitoring and control. The flame video images of recent research are mainly derived from experimental burners in the laboratory, and few pay attention to the flame images in industrial ...
Guotian Yang   +4 more
semanticscholar   +1 more source

Bayesian dynamic profiling and optimization of important ranked energy from gray level co-occurrence (GLCM) features for empirical analysis of brain MRI

open access: yesScientific Reports, 2022
Accurate classification of brain tumor subtypes is important for prognosis and treatment. Researchers are developing tools based on static and dynamic feature extraction and applying machine learning and deep learning.
Lal Hussain   +7 more
semanticscholar   +1 more source

Benign and malignant breast tumors classification based on texture analysis and backpropagation neural network

open access: yesКомпьютерная оптика, 2021
Breast cancer is a leading cause of death in women due to cancer. According to WHO in 2018, it is estimated that 627.000 women died from breast cancer, that is approximately 15 % of all cancer deaths among women [3].
L.M. Wisudawati   +3 more
doaj   +1 more source

Histopathology-driven prostate cancer identification: A VBIR approach with CLAHE and GLCM insights

open access: yesComput. Biol. Medicine
Efficient extraction and analysis of histopathological images are crucial for accurate medical diagnoses, particularly for prostate cancer. This research enhances histopathological image reclamation by integrating Visual-Based Image Reclamation (VBIR ...
Pramod K. B. Rangaiah   +2 more
semanticscholar   +1 more source

Implementasi Gray Level Co-Occurrence Matrix (GLCM) Untuk Klasifikasi Penyakit Daun Padi

open access: yesPseudocode, 2022
Abstrak: Penyakit pada tanaman padi merupakan salah satu faktor yang menyebabkan turunnya tingkat produksi padi. Penyakit tersebut adalah bacterial leaf blight , leaf smut , brown spot dan sebagainya.
Bayu Setiaji, A. Huda
semanticscholar   +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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