Accelerated Deformable Part Models on GPUs.

Manato Hirabayashi,Shinpei Kato,Masato Edahiro,Kazuya Takeda,Seiichi Mita

IEEE Transactions on Parallel and Distributed Systems（2016）

引用 9|浏览23

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摘要

Object detection is a fundamental challenge facing intelligent applications. Image processing is a promising approach to this end, but its computational cost is often a significant problem. This paper presents schemes for accelerating the deformable part models (DPM) on graphics processing units (GPUs). DPM is a well-known algorithm for image-based object detection, and it achieves high detection ...

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关键词

Graphics processing units,Instruction sets,Arrays,Object detection,Acceleration,Hardware,Computational modeling

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