CV – Extract differences between two images

One problem in your code is cv::threshold which only uses 1 channel images. Finding the pixelwise “difference” between two images in only grayscale often leads to unintuitive results. Since your provided images are a bit translated or the camera wasnt stationary, I’ve manipulated your background image to add some foreground: background image: foreground image: code: … Read more

What is the difference between memoization and dynamic programming?

Relevant article on Programming.Guide: Dynamic programming vs memoization vs tabulation What is difference between memoization and dynamic programming? Memoization is a term describing an optimization technique where you cache previously computed results, and return the cached result when the same computation is needed again. Dynamic programming is a technique for solving problems of recursive nature, … Read more

What is the difference between bottom-up and top-down?

rev4: A very eloquent comment by user Sammaron has noted that, perhaps, this answer previously confused top-down and bottom-up. While originally this answer (rev3) and other answers said that “bottom-up is memoization” (“assume the subproblems”), it may be the inverse (that is, “top-down” may be “assume the subproblems” and “bottom-up” may be “compose the subproblems”). … Read more

Select groups with more than one distinct value

Several possibilities, here’s my favorite library(data.table) setDT(df)[, if(+var(number)) .SD, by = from] # from number # 1: 2 1 # 2: 2 2 Basically, per each group we are checking if there is any variance, if TRUE, then return the group values With base R, I would go with df[as.logical(with(df, ave(number, from, FUN = var))), … Read more