Oral Presentation , Page 154-158 (5)

Volume Title: 2nd IEEE International Conference on Electronic Eng., Faculty of Electronic Eng., Menouf, Egypt, 3-4 July. 2021

Ahmed Elmogy

Prince Sattam Ibn Abdelaziz Univ.,

As image noise filtering is very important to consider in many applications. Many research efforts have been seen in the literature trying to tackle its challenges. Among these research efforts are outlier detection approaches. However, there is still a need to extend these approaches in order to attain an improved performance. In this paper, an image noise filtering approach is proposed. The proposed approach use a boosted type of GRIDLOF algorithm proposed in a previous work. The efficiency of the proposed approach is assessed through simulations. The simulations results demonstrate that the developed approach overtakes other approaches in the literature.

Anomaly Detection; Noise Filtering; LOF; GridLOF