<> "The repository administrator has not yet configured an RDF license."^^ . <> . . . "An Adaptive Hardware Architecture using Quantized HOG Features for Object Detection"^^ . "This article presents an adaptive hardware architecture for high-performance object detection using Histogram of Oriented Gradient (HOG) features in combination with Supported Vector Machines (SVM). This architecture can adapt\r\nto various bit-width representations of HOG features by using the quantization technique. The HOG features can be represented from 8 bits to 4 bits to remove the bubble in the processing pipeline and reduce the memory footprint. As a result, the overall throughput is robustly increased as the number of bits decreases. Moreover, we propose a new cell-reused strategy to speed up the system throughput and reduce memory footprint. The proposed architecture has been implemented in TSMC 65nm technology with a maximum operating frequency of 500MHz and throughput of 3.98Gbps. The total hardware area cost is about 167KGEs and 212kb SRAMs."^^ . "2022-09-21" . . . . . . . . . . . . . . . . . "Fawnizu Azmadi"^^ . "Hussin"^^ . "Fawnizu Azmadi Hussin"^^ . . "Xuan Tu"^^ . "Tran"^^ . "Xuan Tu Tran"^^ . . "Duy Hieu"^^ . "Bui"^^ . "Duy Hieu Bui"^^ . . "Ngo Doanh"^^ . "Nguyen"^^ . "Ngo Doanh Nguyen"^^ . . "Vietnam National University, Hanoi"^^ . . . . . "2022 International Conference on IC Design and Technology (ICICDT 2022)"^^ . . . . . "Hanoi, Vietnam"^^ . . . . . . "An Adaptive Hardware Architecture using Quantized HOG Features for Object Detection (PDF)"^^ . . . "Final manuscript Doanh 1.pdf"^^ . . . "An Adaptive Hardware Architecture using Quantized HOG Features for Object Detection (Other)"^^ . . . . . . "preview.jpg"^^ . . . "An Adaptive Hardware Architecture using Quantized HOG Features for Object Detection (Other)"^^ . . . . . . "medium.jpg"^^ . . . "An Adaptive Hardware Architecture using Quantized HOG Features for Object Detection (Other)"^^ . . . . . . "small.jpg"^^ . . . "An Adaptive Hardware Architecture using Quantized HOG Features for Object Detection (Other)"^^ . . . . . . "indexcodes.txt"^^ . . "HTML Summary of #4779 \n\nAn Adaptive Hardware Architecture using Quantized HOG Features for Object Detection\n\n" . "text/html" . . . "ISI/Scopus indexed conference" . .