1. A method for detecting and recognizing a moving object in video, the method comprising: extracting, by a tracking management computing device, at least one key image from one or more images of an object; detecting, by the tracking management computing device, one or more potential boundary markers for an identifier of the object in the at least one key image; determining, by the tracking management computing device, a size of each of the one or more potential boundary markers based on color segmentation of the at least one key image; filtering out, by the tracking management computing device, each of the one or more potential boundary markers with a determined size that is outside a threshold size range, wherein the one or more potential boundary markers that were not filtered out comprise outer boundary markers; recognizing, by the tracking management computing device, an identification sequence from the identifier of the object between the outer boundary markers in the at least one key image; and providing, by the tracking management computing device, the recognized identification sequence of the object in the at least one key image.