SLIC and LSC stray pixels

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I am using SLIC with 100 superpixels in my application and and am wondering if the result I get below is normal. I seem to get a lot of 'noise' at certain regions in the image. Is there any way to fix this or would it be better for me to just run the original implementation ? These are the parameters I supplied to the algorithm. t is just the region size. I forgot the value I used to get 100 superpixels. LSC and SLIC both give me the results like below. SEEDS is the only algorithm that works.

cv::Ptr<cv::ximgproc::SuperpixelSLIC> slic = cv::ximgproc::createSuperpixelSLIC(image, 101, t,  10.f); 
slic->iterate(4);