In multimedia forensics, environment classification becomes an ongoing research area for forensic applications. Recognizing or classifying relevant environments from the image, audio, or video information provides the potential benefits to the investigator to further proceed with the forensics investigation in the right manner. Classification methods have been used to categorize the large-scale data and find the unknown patterns that exist in the multimedia information. Hence, to enhance multimedia forensics, environment classification or recognition is crucial.