Analysis of object description methods in a video object tracking environment

Comparison of Different Video Object Tracking Methods

Object tracking finds its application in several computer vision applications, such as video compression, surveillance, robotics etc. Moving object detection and tracking are important steps in object recognition, context analysis and indexing processes for visual surveillance systems. It is a big challenge for researchers to make a decision on which tracking algorithm is more suitable for whic...

Convolutional Gating Network for Object Tracking

Object tracking through multiple cameras is a popular research topic in security and surveillance systems especially when human objects are the target. However, occlusion is one of the challenging problems for the tracking process. This paper proposes a multiple-camera-based cooperative tracking method to overcome the occlusion problem.  The paper presents a new model for combining convolutiona...

Moving Object Tracking in Video

The advance of technology makes video acquisition devices better and less costly, thereby increasing the number of applications that can effectively utilize digital video. Compared to still images, video sequences provide more information about how objects and scenarios change over time. However, video needs more space for storage and wider bandwidth for transmission. Hence is raised the topic ...

Object tracking in video scenes

Object Tracking in a Video Sequence

Object tracking has been a hot topic in the area of computer vision. A lot of research has been undergoing ranging from applications to noble algorithms. However, most works are focused on a specific application, such as tracking human, car, or pre-learned objects. In this project, objects randomly chosen by a user are tracked using SIFT features and a Kalman filter. After sufficient informatio...