Object tracking techniques

1. What are tracking techniques?
2. What is the best object tracking algorithm?
3. What is object detection techniques?
4. What is object tracking in image processing?

What are tracking techniques?

Tracking over time involves matching objects in consecutive frames using some kind of information. Essentially, object-tracking methods attempt to identify coherent relations of image information parameters (position, velocity, color, texture, shape, and so forth) between frames.

What is the best object tracking algorithm?

DeepSORT is one of the most popular object tracking algorithms. It is an extension to Simple Online Real-time Tracker or SORT, which is an online-based tracking algorithm. SORT is an algorithm that uses the Kalman filter for estimating the location of the object given the previous location of the same.

What is object detection techniques?

Object detection is a computer vision technique for locating instances of objects in images or videos. Object detection algorithms typically leverage machine learning or deep learning to produce meaningful results.

What is object tracking in image processing?

What is Object Tracking? Object tracking is an application of deep learning where the program takes an initial set of object detections and develops a unique identification for each of the initial detections and then tracks the detected objects as they move around frames in a video.