2012 · 26 citations · 18 references
ComputingComputer ScienceAlgorithmsComputer VisionTime Series AnalysisData CompressionImage CompressionMotion AnalysisMotion EstimationVideo AnalysisBlock Size DeterminationMatching AlgorithmsPattern Matching AlgorithmsVideo Compression
The most computationally expensive operation in entire video compression process is Motion Estimation. The challenge is to reduce the computational complexity and time of Exhaustive Search Algorithm without losing too much quality at the output. The proposed work is to implement a novel block matching algorithm for Motion Vector Estimation which performs better than other conventional Block Matching Algorithms such as Three Step Search (TSS), New Three Step Search (NTSS), and Four Step Search (FSS) etc.
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