This paper proposes an efficient algorithm for edge-preserving filtering with multiple guidance images. so-called multilateral filtering. Multimodal signal processing for sensor fusion is increasingly important in image sensing. Edge-preserving filtering is available for various sensor fusion applications. https://jeepworldes.shop/product-category/front-end-cover/