Fast Blotch Detection Algorithm for Degraded Film Sequences Based on MRF Models

This paper proposes a fast blotch detection algorithm based on a Markov random field (MRF) model with less computational load and with lower false alarm rate than the existing MRF-based algorithms. The proposed algorithm can save the computational time for detecting the blotches by restricting the attention of the detection process only to the candidate areas. The experimental results show that our proposed method provides the computational simplicity and an efficient detecting performance for the blotches.