arxivcs.CV2026-07-14
Filtering-out poor-quality images for data preparation
Roopdeep Kaur, Gour Karmakar, Muhammad Imran
Filtering noise is a fundamental part of data preparation that enhances image quality for applications such as object segmentation, detection, and recognition. Various noise reduction techniques are proposed in the literature, including the use of median, Gaussian, and bilateral…