Hardware- and Memory-Efficient Architecture for Disparity Estimation of Large Label Counts

Belief propagation (BP)-based stereo matching has popular owing to its regularity and ability to yield promising results. Some commonly observed hardware-implementation challenges pertaining to the use of this algorithm are large memory requirements and trade-offs between speed and chip area, along...

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Veröffentlicht in:	IEEE transactions on circuits and systems for video technology 2021-09, Vol.31 (9), p.3679-3693
Hauptverfasser:	Wu, Sih-Sian, Chen, Hon-Hui, Chen, Liang-Gee
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Belief propagation Belief propagation media (BP-M) Buffer storage Computer architecture disparity estimations Engines Gate counting Hardware Memory management memory-efficient architecture Random access memory Reduction Regularity State-of-the-art reviews stereo matching System-on-chip tile-based belief propagation VLSI circuit design
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