Ikan neon adalah spesies ikan cantik yang populer, terutama di kalangan penggemar aquascape. Terdapat dua jenis yaitu tetra dan kardinal masing-masing memiliki pola sisik berbeda, memancarkan kilatan warna biru merah memanjang dari pusat tubuh hingga ke bagian bawah otak. cardinal lampu berwarna pangkal ekor kepalanya. Namun, seringkali tubuh, sirip, mirip, sehingga sulit untuk mengidentifikasi...

A multichannel approach to texture description is proposed by approximating joint occurrences of multiple features with marginal distributions, as 1-D histograms, and combining similarity scores for 1-D histograms into an aggregate similarity score. A stepwise feature selection algorithm is used to choose the best feature combination in a particular dimension. In classification experiments with...

Oral Cancer is the most common cancer found in both men and women. The proposed system segments and classifies oral cancers at an earlier stage. The tumor is detected using Marker Controlled Watershed segmentation. The features extracted using Gray Level Co occurrence Matrix (GLCM) is Energy, Contrast, Entropy, Correlation, Homogeneity. The extracted features are fed into Support Vector Machine...

Penyakit pada tanaman padi merupakan salah satu faktor yang menyebabkan turunnya tingkat produksi padi. tersebut adalah bacterial leaf blight, smut, brown spot dan sebagainya. Upaya identifikasi sejak dini penyakit dilakukan dengan pemanfaatan algoritma, satunya GLCM klasifikasi KNN. Identifikasi jenis menggunakan metode KNN berdasarkan eksktraksi fitur mengubah citra asli menjadi keabu-abuan (...

Fuji prescale pressure sensitive films (FPPSF) are generally used in biomechanical applications to measure the distributions and contact areas between two surfaces as coloured stains. FPPSFs usually calibrated based on calibration methods using regression analysis obtain a specific curve. However, researchers literature achieve different curves upon their tests processes. The purpose of this st...

Image similarity measurement is very important part for image clustering and content based image retrieval. Store the images and searching them with efficiency is the main issue. As the volume of image database increases day by day, efficient searching technique is a challenging job. Here a proposed approach is given for image similarity measurement using regionprops, color, texture and GLCM fe...

Currently, the presence of wood is becoming increasingly scarce. In addition, recognition still using experts, who basing their judgments on characteristics that can be seen by eye directly such as color, texture and so on. However, experts are few have a disadvantage results obtained not sufficiently accurate time consuming. The purpose this research to develop Indonesian commercial woods clas...

Early detection of breast cancer cells can be predicted through a precise feature extraction technique that produce efficient features. The application Gabor filters, gray level co-occurrence matrices (GLCM) and other textural techniques have proven to achieve promising results but were often characterized by high false-positive rate (FPR) false-negative (FNR) with computational complexities. T...