Explore MATLAB source code curated for "camshift算法" with clean implementations, documentation, and examples.
A straightforward MATLAB source code for video tracking using the Camshift algorithm, featuring color histogram matching and iterative search window adaptation for robust object tracking in video sequences.
Application Background: An improved version of the MeanShift algorithm known as Continuously Adaptive MeanShift (CamShift). This algorithm processes each video frame using MeanShift operations, utilizing the previous frame's results (search window center and size) as initial values for the next frame. Key technical aspects include region selection, 2D color probability distribution calculation, and adaptive tracking through iterative MeanShift convergence with MATLAB implementation demonstrating real-time object tracking capabilities.
Object Tracking: CamShift Algorithm with MATLAB Implementation Enhancements for Improved Practicality and Interactivity
MATLAB Code Implementation of the CamShift Algorithm with Enhanced Technical Descriptions