EdgeEnhance-YOLO: A Lightweight Small Object Detection Model with Multi-Dimensional Edge Enhancement
Abstract: Small object detection faces multiple challenges, including high-frequency information degradation, complex back ground interference, and low target resolution, which frequently lead to ...
FPGA-Based Implementation of Sobel Edge Detection Using Verilog HDL with ROM-Encoded Grayscale Input
Abstract: A hardware-enhanced Sobel edge detection algorithm on an FPGA with Verilog HDL is implemented in this paper. Grayscale image data is preprocessed with MATLAB and stored in ROM inside the ...
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