Challenges Towards Hardware Acceleration of the Deformable Shape Tracking Application

2021 IFIP/IEEE 29th International Conference on Very Large Scale Integration (VLSI-SoC)(2021)

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摘要
In the context of this paper, a shape tracking application based on landmark alignment is transformed to support implementation in Field Programmable Gate Arrays (FPGAs). Towards this direction, several challenges are posed since a) computational intensive operations have to be replaced by faster ones, b) specific loops have to be modified (e.g., unrolled) to support the implementation of operatio...
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关键词
Face Alignment,Deformable Shape Tracking,Eigen,Acceleration,Hardware Implementation
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