FPGA-based Image Processing

FPGA-Based Image Processing Project
Objective:
To design and implement a novel FPGA-based image processing system using a combination of hardware description languages, machine learning techniques, and simulation tools. The final goal is to publish the results in a Science Citation Index Expanded (SCIE) journal.
FPGA Image Processing
1. I need to work on a project and implement a novel idea related to FPGA-based image processing.
2. I have the following tools available:
o Xilinx Vivado 2018.2 and Xilinx Vivado 2025.1
o MATLAB 2024a and Simulink
o Python simulation tools.
Task:
• Read an image (in BMP, .hex, or .coe format).
• Refer to a recent IEEE research journal (preferably from the year 2025) for guidance or inspiration. (Focus on novelty, performance (speed, resource usage), and application relevance.)
• After completing the work, I aim to publish the results in a Science Citation Index Expanded (SCIE) journal.
• Give me dummy Word document, respective results in zip file etc.
• Finally explain and guide me.
Use any
FPGA Image processing
1.Verilog HDL+ System Verilog
2.Algorithm (ML+AI+CNN etc.)
3.Application: Image processing
4.Matlab
5.Python

6.Use whatever

Verify with FPGA board.