How to plot peak points on middle section of the image only using hough transform

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I have an image with handwritten text. I am segmenting each word and applied hough transform on this word for skew detection. I used extreme points for line joining and take theta value of longest line for skew detection. But it doesn't take longest line that i want. So i want to apply hough transform for middle horizontal portion of word.

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