Finding Average V Value of HSV Matrix Column Within Bounded Area

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I'm new to using OpenCV with Android Studio and was wondering how to go about the following problem. I currently have an Image in BMP format which I have converted to an HSV matrix and separated the channels. I want to create a bounding rectangle at a specific location and calculate the average V value for each column within that area. How can I go about achieving this?

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