Browsing by Author "6601ace5-a831-4c0b-a271-9a756791b122"
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Predicting Compression Modes and Split Decisions for HEVC Video Coding Using Machine Learning Techniques
Hassan, Mahitab Alaaeldin (2017-05)The High Efficiency Video Coding (HEVC) standard presents a substantial video compression efficiency improvement at the expense of increasing the computational complexity. This enhancement is primarily due to the introduction ... -
Predicting split decisions of coding units in HEVC video compression using machine learning techniques
Hassan, Mahitab Alaaeldin; Shanableh, Tamer (Springer, 2018)In this work, we propose to reduce the complexity of HEVC video encoding by predicting the split decisions of coding units. We use a sequencedependent approach in which a number of frames belonging to the video being encoded ...