Background Reconstruction from Video Sequences: A Novel Approach

We express our sincere gratitude for the insightful recommendations offered. These suggestions are invaluable in guiding our manuscript composition and research pursuits. It is crucial to clarify that this article focuses on reconstructing the background from video sequences, rather than detecting targets through Background Subtraction (BGS). Our review of existing literature reveals that previous studies on background reconstruction [1] - [2] have employed metrics such as SSIM and PSNR. Conversely, metrics like precision, recall, and F1 score have been predominantly used for object detection and classification tasks.