Ensemble Soft-Margin Softmax Loss for Image Classification.

Xiaobo Wang Shifeng Zhang Zhen Lei Si Liu Xiaojie Guo Stan Z. Li

Published in: IJCAI (2018)

Keyphrases

soft margin
image classification
generalization ability
parameter selection
support vector
support vector machine
ensemble methods
bag of words
image representation

neural network
image features
boosting algorithms
feature extraction
training set
svm classifier
class conditional
learning algorithm
class specific

generalization error
multi label
perceptron algorithm
visual words
linear classifiers
base classifiers
svm classification
training data
binary classification

support vectors
multi class
data sets
weak classifiers
decision trees
object classes
maximum entropy
noisy data
feature space