IEEE

Hybrid Edge Detection and Deep Learning Models for Improved Image Segmentation Accuracy

Abstract: Edge detection is an important component of image segmentation because it improves the boundary information required for object recognition and structural analysis. This study examines the ...
IEEE

FPGA-Based Implementation of Sobel Edge Detection Using Verilog HDL with ROM-Encoded ...

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 ...