Accelerating local laplacian filters on FPGAs

arXiv:2402.12407v1 Announce Type: cross
Abstract: Images when processed using various enhancement techniques often lead to edge degradation and other unwanted artifacts such as halos. These artifacts pose a major problem for photographic applications where they can denude the quality of an image. There is a plethora of edge-aware techniques proposed in the field of image processing. However, these require the application of complex optimization or post-processing methods. Local Laplacian Filtering is an edge-aware image processing technique that involves the construction …

abstract applications arxiv cs.cv cs.gr edge eess.iv eess.sp filters fpgas image images major quality type