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Sobel edge detector equally detects real edge and blocking artifact.
Luo et al. [15] tried to detect SDJPEG by analyzing the blocking artifact characteristics matrix (BACM).
DWT provides high compression ratio without any blocking artifact that deprives reconstructed image of desired smoothness and continuity.
However, compared to LIDE with simple model, it does produce output image with better quality including less blocking artifact.
HEVC in-loop deblocking filter significantly improves the subjective quality of coded video by removing blocking artifact.
The detection results of wavelet-based edge detector for real edge and blocking artifact are 97.18 and 2.82%, respectively.
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Section "Blocking artifacts detection" describes the proposed blocking artifacts detection.
Figure 1 Flowchart of blocking artifacts detection.
The OBME/MC method was proposed to reduce blocking artifacts.
Note that BMA could suffer from blocking artifacts.
The proposed algorithm removes blocking artifacts in the RGB domain instead of YCbCr; therefore, it can simultaneously eliminate blocking artifacts from two components.
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