1. A method of detecting a presence or an absence of subject matter of interest in an article of baggage from at least one image of the article of baggage, the method comprising acts of: obtaining gradient information of at least a portion of the at least one image; determining at least one characteristic of the gradient information; and determining whether the portion of the at least one image is associated with the subject matter of interest based on the at least one characteristic.