Vehicle-type recognition based on images is a challenging task. This paper comparatively
studied two feature extraction methods for image description, ie, the Gabor wavelet …

A vision-based vehicle type classification method using partial Gabor filter bank is present in
this paper for five vehicles categorization: sedan, van, hatchback sedan, bus and van truck …

Vehicle detection based on image analysis has attracted increasing attention in recent years
due to its low cost, flexibility, and potential toward collision avoidance. In particular, vehicle …

Appearance-based methods represent a promising research direction to the problem of
vehicle detection. These methods learn the characteristics of the vehicle class from a set of …

In this paper a new vehicle logo recognition approach is presented using Histograms of
Oriented Gradients (HOG) and Support Vector Machines (SVM). The system is specifically …

Visual traffic surveillance systems play important roles in intelligent transport systems
nowadays. The first step of a visual traffic surveillance system usually needs to correctly …

Vehicle detection and type recognition based on static images is highly practical and directly
applicable for various operations in a traffic surveillance system. This paper will introduce …

Most image classification algorithms aim to maximize the percentage of class labels that are
predicted correctly. These algorithms often missclassify images from minority categories as …

Preceding vehicle recognition is an important enabling technology for developing a driver
assistance system and an autonomous vehicle system. However, this is difficult for computer …

Vehicle classification (VC) is an underlying approach in an intelligent transportation system
and is widely used in various applications like the monitoring of traffic flow, automated …