We have to process more and more data every day, so it makes sense to automate as many processes as possible. Digital images are source of information, which can be extracted and interpreted with computer algorithms. In bachelor thesis we are dealing with digital image and image processing. The emphasis of the thesis is the practical case study. We had developed algorithm for automatic pedestrian crossing detection in digital image. Program is written in Matlab.