This paper proposes a method for improving network security by introducing an Intrusion
Detection System (IDS) framework between end devices. It considers big data challenges …

Fine-grained vehicle classification from images, also known as Vehicle Make and Model
Recognition (VMMR), has become an important research topic in the last years, with a …

Fine-grained vehicle classification describes the task of estimating the make and the model
of a vehicle based on an image. It provides a useful tool for security authorities to find …

In the smart transport network, the classification of vehicles plays a significant role. However,
the traditional classification systems of vehicles can not satisfy the specifications of real-time …

Recent works have made significant progress in novelty detection, ie, the problem of
detecting samples of novel classes, never seen during training, while classifying those that …

Many industrial and service sectors require tools to extract vehicle characteristics from
images. This is a complex task not only by the variety of noise, and large number of classes …

License plate (LP) information is an important part of personal privacy, which is protected by
law. However, in some publicly available transportation datasets, the LP areas in the images …

The high specificity of classes in fine-grained clas-sification tasks leads to a small number of
images per class in the common research datasets. Thus, the intra-class variance, such as …

Fine-grained vehicle classification is an important task particularly for security applications
like searching for cars of suspects who abuse stolen license plates. However, data privacy …

Simple Summary Currently, more and more people keep dogs, and the gastrointestinal
diseases of pet dogs have brought great losses to families. However, the condition of the …