2023
DOI: 10.11591/ijai.v12.i2.pp714-730
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A high frame-rate of cell-based histogram-oriented gradients human detector architecture implemented in field programmable gate arrays

Abstract: In respect of the accuracy, one of the well-known techniques for human detection is the histogram-oriented gradients (HOG) method. Unfortunately, the HOG feature calculation is highly complex and computationally intensive. Thus, in this research, we aim to achieve a resource-efficient and low-power HOG hardware architecture while maintaining its high frame-rate performance for real-time processing. A hardware architecture for human detection in 2D images using simplified HOG algorithm was introduced in this pa… Show more

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