I had my seat belt on, I had a gray shirt with a gray seat belt, yet he insisted he could tell I wasn’t wearing it from 200 feet away through a tinted window.
Perhaps the right legal approach would be to move of the court that this premise be tested with the self same officer, car, locale, and time of day, on the grounds of the disputing witnesses. This in principle creates an appellate issue.