With the proliferation of online services and mobile technologies, the world has stepped into
a multimedia big data era. A vast amount of research work has been done in the multimedia …

We present a method for segmenting and tracking vehicles on highways using a camera that
is relatively low to the ground. At such low angles, 3-D perspective effects cause significant …

Today, The cloud industry is adopting the container technology both for internal usage and
as commercial offering. The use of containers as base technology for large-scale systems …

Video-based traffic flow monitoring is a fast emerging field based on the continuous
development of computer vision. A survey of the state-of-the-art video processing techniques …

This paper develops a novel statistical approach for automatic vehicle detection based on
local features that are located within three significant subregions of the image. In the …

This paper presents a multilevel framework to detect and handle vehicle occlusion. The
proposed framework consists of the intraframe, interframe, and tracking levels. On the …

The fast and explosive growth of digital data in social media and World Wide Web has led to
numerous opportunities and research activities in multimedia big data. Among them …

This paper presents a novel vehicle detection and tracking system with stationary camera
that relies on a recursive background-modeling approach, ie, the adaptive Poisson mixture …

With the explosion of multimedia data, semantic event detection from videos has become a
demanding and challenging topic. In addition, when the data has a skewed data distribution …

As the technology is advancing with rapid pace, the cost of video cameras and digital media
storage is affordable. In recent years, we have seen a remarkable increase in the amount of …