This project presents a hybrid object tracking algorithm that combines deep-learning–based object detection model (YOLOv8n) with a classical computer vision tracker (KCF), supported by data-driven ...

Abstract: Planar object tracking is an important research area of visual target tracking. In order to improve the speed and accuracy of plane object tracking in complex scenes, this paper proposes a ...

Abstract: Object tracking is one of the important research topics in the direction of computer vision. And occlusion, deformation and scale change are the most challenging issues in the realm of ...

Microsoft's own OneVision Video Recognizer may be novel, but if the folks in Redmond are seriously looking to take things next-level, they should probably cast their gaze across the pond. Zdenek Kalal ...

Researcher and PhD student Zdenek Kalal has developed a groundbreaking visual object tracking algorithm called Predator. This innovative system is capable of learning and improving its accuracy as it ...

Computer vision has progressed much over the past decade and made its way into all sorts of relevant applications, both in academia and in our daily lives. There are, however, some tasks in this field ...

I just saw a video demonstrating a new object tracking algorithm developed as part of a Ph.D project. Zdenek Kalal is a Czech student at the University of Surrey in the United Kingdom. He demonstrated ...

This repository contains my object detection and tracking projects. All of these can be hosted on a cloud server. You can also use your own IP cameras with asynchronous processing thanks to ImageZMQ.