This chapter proposes a novel hierarchical classification system based on the K-Nearest
Neighbors (K-NN) model and its application to non-melanoma skin lesion classification …

This paper proposes a real-time lip reading system (consisting of a lip detector, lip tracker,
lip activation detector, and word classifier), which can recognize isolated Korean words. Lip …

Hearing-impaired people can read lips and lip reading applications may help them to
improve their lip imitation skills. Speech of normal people can be recognized by even …

In recent years it has been shown that hierarchical classifiers have a significant advantage
over single stage classifiers both in classification accuracy and in complexity of the …

Generalized Linear Models (GLMs) encompass a wide array of regression and classification
models, where prediction is a function of a linear combination of the input variables. Often in …

Integrating new information in intelligent measurement systems during their operational life
is always profitable from the accuracy point of view but it generally induces an increment in …

Integrating new information in classification systems during their operational life requires
adaptive mechanisms able to identify first the presence of valuable information and update …

In this paper, we propose to change the actual implemented pattern matching method to
have optical character recognition by implementing the Gradient, Structural, Concavity …