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My guess

• OTSU thresholding for pure BW image
• Binary inversion to have white pixels for your edges
• Then a small dilation to connect everything followed by thinning to find single pixel edges
• Finally a harris corner detection

My guess is the corner detector will have a much higher result at the intersections than along the lines.