SOC for Image Processing Using SIFT Accelerator

By: Material type: TextLanguage: English Publication details: 2019DDC classification:
  • CPEC19-1946
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Institutional repository Central Library Central Library Central Library CPEC19-1946 (Browse shelf(Opens below)) Link to resource Available IR1946

Document Embedding Generation for Cyber-Aggressive Comment Detection using Supervised Machine Learning Approach Shylaja, S S. Abhishek Narayanan. Abhijith Venugopal. Abhishek Prasad.

In this paper, we have implemented System on Chip (SoC) for SIFT algorithm by integrating designed and library IPs. In this algorithm, we have verified for feature transforms like rotation, intensity increase and decrease. The key points are detected for the given image and compared with that of transformed images. The key point matching achieved is up to 99.8%. It is also verified that Scale Invariant Feature Transform (SIFT) algorithm works for any image format. The algorithm is implemented in Xilinx model composer and then it is converted to Xilinx system generator block for Field Programable Gate Arrays (FPGA) implementation. FPGA used is Zynq-7000 xc7z020clg484-1.

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