I am trying to find the horizon line in sea images. I did svm training and classification. In every image, I labeled some random background locations as negative and some locations on the horizon as positive. The algorithm is working. My question is how can I show horizon line in every image (like as straight line)? Because the horizon line is located differently in every image and sometimes there are objects such as ships in the middle of the horizon line. Here is the example what I am doing;
The first image is comparison of predicted labels and tested labels. Second and third images showing HoG feature extraction and the last image is ground truth of the original image.
Thank you.
