Text mining is vast area as compared to information retrieval. Typical text mining tasks include document classification, document clustering, building ontology, sentiment analysis, document summarization, Information extraction etc. Text mining, also referred to as text data mining, roughly equivalent to text analytics, refers to the process of deriving high-quality information from text. Information Extraction is a vital area in Text Mining Techniques, which is an automatic/semi automatic extraction of structured information from unstructured documents. In most of the cases this activity concerns processing human language texts by means of natural language processing (NLP). In this paper, we present themultimedia document processing and automatic annotation out of images/video as information extraction.