Results 1 to 10 of about 36,113 (246)

Comparative Study of Herbal Leaves Classification using Hybrid of GLCM-SVM and GLCM-CNN

ILKOM Jurnal Ilmiah, 2023
Indonesia is a tropical country with a diverse range of plants that ancient people used for traditional medicines. However, the similarity in shape of the leaves became an obstacle to distinguishing them. Therefore, technological advancements are expected to help identify the herbal leaves to use them right on target according to their efficacy.
Purnawansyah Purnawansyah, Aji Prasetya Wibawa, Triyanna Widyaningtyas, Haviluddin Haviluddin, Cholisah Erman Hasihi, Ming Foey Teng, Herdianti Darwis   +6 more
openaire   +3 more sources

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

JuTISI (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, Yudha Arman, Dwiria Wahyuni, Nurhasanah Nurhasanah, Yoga Satria Putra   +4 more
doaj   +1 more source

FUNDUS IMAGE CLASSIFICATION USING HYBRIDIZED GLCM FEATURES AND WAVELET FEATURES

ICTACT 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, R S Sabeenian, K Manju, M E. Paramasivam, P.M. Dinesh, R. Anand   +5 more
doaj   +1 more source

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

Indonesian 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, Fuad Anwar, Armylia Chandra Dewi, Mohtar Yunianto, Umi Salamah, Rifai Chai   +5 more
doaj   +1 more source

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

JOIV: 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, Istiadi Istiadi, April Lia Hananto, Ahmad Fauzi   +3 more
doaj   +1 more source

Fabric Defect Detection based on GLCM [PDF]

Proceedings of the 2015 6th International Conference on Manufacturing Science and Engineering, 2015
In general, an image of woven fabric sample can be regarded as a typical textured image. The detection of local fabric defects is one of the most captivating problems in computer vision and has received much attention over the years. In the textile industry, careful inspections for woven fabrics have to be carried out because fabric defects may reduce ...
Xiujuan Fan, Xiaowei Zhang
openaire   +1 more source

Coal Rock Image Feature Extraction and Recognition Method Based on LBP and GLCM

Meikuang Anquan, 2020
Aiming at the unmanned requirements of coal mining face, a method for extracting and identifying coal rock image features based on LBP and GLCM is proposed. The LBP algorithm is used to judge the difference of the rock texture of the coal block.
WANG Chao, ZHANG Qiang
doaj   +1 more source

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

Remote 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, Shiyu Li, Haiyang Qiu, Zhizhong Lu, Yanbo Wei, Zhiyu Zhu, Huilin Ge   +6 more
doaj   +1 more source

Klasifikasi Penyakit Daun Kopi Robusta Menggunakan Metode SVM dengan Ekstraksi Ciri GLCM

Jurnal Nasional Teknik Elektro dan Teknologi Informasi, 2023
Tanaman kopi merupakan sumber pendapatan bagi beberapa petani di Indonesia dan berperan penting sebagai penghasil devisa negara. Produksi tanaman kopi dapat menurun akibat serangan hama dan penyakit.
Agus Supriyanto, R. Rizal Isnanto, Oky Dwi Nurhayati   +2 more
doaj   +1 more source

Optimizing decision tree using particle swarm optimization to identify eye diseases based on texture analysis

Jurnal Teknologi dan Sistem Komputer, 2020
The problem of visual impairment is a serious problem with increasing cases, ranging from visual impairment to the cause of blindness. This study examines the development of an identification application for the classification of patients with eye ...
Toni Arifin, Asti Herliana
doaj   +1 more source