… of SVMs for defect classification on raw hide leather regions. Nevertheless, SVMs achieve
good performance only with appropriate parameter estimation, specifically its C parameter …

… the method of SVM, with a percentage of correct classification of … MLP classifier with a
percentage of correct classification of … SVM with Stochastic Parameter Selection for Bovine Leather …

… and classified using the classifiers like LF, LDA, RF, CART, SVM … leather defect classification
system is given in Fig. 3. … 2007) SVM with stochastic parameter selection for bovine leather …

… blue leather SVM and KNN both correctly classified samples … the classifier parameters using
a stochastic method [13]. … for the classification and grading of rawhide and leather in bovine …

… SVM with stochastic parameter selection for bovine leather defect classification. In Proceedings
of the Advances in Image & Video Technology, Second Pacific Rim Symposium, PSIVT, …

… In this work, they reach their best performance with an SVM … derivated from the skins or hides
of animals like cows, sheep, lizards… model parameters update using the stochastic gradient …

… Bayes and SVM for leather defects classifications and were … They have classified the
sheep, goat, cow, crocodile and … techniques available, the Stochastic Gradient Descent (SGD) …

… an empirical evaluation of SVM against AdaBoost and MLP for solving leather defect … H
(2007) SVM with stochastic parameter selection for bovine leather defect classification. In Pacific-…

… left on the leather surface during the growth of cattle, such as … ) were selected according to
the leather surface defect feature … as SVM, KNN and MLP to classify the images of each defect. …

… SVM with stochastic parameter selection for bovine leather defect classification. PSIVT
2007: Advances in Image and Video Technology, 600-612. http://dx.doi.org/10.1007/978-3-540-…