Interest in digital image processing methods stems from two principal areas: improvement
of pictorial information for human interpretation and processing of image data for storage,
transmission, and representation for autonomous machine perception. Today, there is no area of
technical endeavor that is not impacted in same way by digital image processing. A major area of
imaging is in automated visual inspection of manufactured goods. A typical image processing task
with products like this is to inspect them for missing or wrong parts. Detecting some anomalies is a
major theme of industrial inspection that includes a large area of products. The proposed paper
presents an application for detection of broken aspirin tablets using image processing techniques. The
application was implemented in an object oriented image processing software. The processing scheme
can be adapted for other practical applications from other domains.