Multimedia Mining
نویسندگان
چکیده
Advances in multimedia acquisition and storage technology have led to tremendous growth in very large and detailed multimedia databases. If these multimedia files are analyzed, useful information to users can be revealed. Multimedia mining deals with the extraction of implicit knowledge, multimedia data relationships, or other patterns not explicitly stored in multimedia files. Multimedia mining is more than just an extension of data mining, as it is an interdisciplinary endeavor that draws upon expertise in computer vision, multimedia processing, multimedia retrieval, data mining, machine learning, database and artificial intelligence. This paper briefly describes the multimedia mining, while references cited cover the major theoretical issues. Key-Words: text mining; image mining; audio mining; video mining
منابع مشابه
Real-time data mining of multimedia objects - Object-Oriented Real-Time Distributed Computing, 2001. ISORC - 2001. Proceedings. Fourth IEEE Inte
Whereas much of the previous work on data mining has focused on mining data in relational databases, in this paper we discuss mining objects. Object models are very popular for representing multimedia data and, therefore, we need to mine object databases to extract useful information from the large quantities of multimedia data. We first describe the motivation for multimedia data mining with e...
متن کاملTools, Techniques and Models for Multimedia Database Mining
Advances in multimedia acquisition and storage technology have led to tremendous growth in very large and detailed multimedia databases. Analyzing this huge amount of multimedia data to discover useful knowledge is a challenging problem. This challenge has opened the opportunity for research in Multimedia Data Mining (MDM). Multimedia data mining can be defined as the process of finding interes...
متن کاملReal-Time Data Mining of Multimedia Objects
Whereas much of the previous work on data mining has focused on mining data in relational databases, in this paper we discuss mining objects. Object models are very popular for representing multimedia data and, therefore, we need to mine object databases to extract useful information from the large quantities of multimedia data. We first describe the motivation for multimedia data mining with e...
متن کاملA Survey on Web Multimedia Mining
Modern developments in digital media technologies has made transmitting and storing large amounts of multi/rich media data (e.g. text, images, music, video and their combination) more feasible and affordable than ever before. However, the state of the art techniques to process, mining and manage those rich media are still in their infancy. Advances developments in multimedia acquisition and sto...
متن کاملKnowledge Discovery in Multimedia Repositories: the role of metadata
Data mining has recently emerged as an important issue of multimedia research. New trends are focused on knowledge discovery in large multimedia repositories, however, traditional data mining approaches do not seem to bear fruits. There is a need to use new techniques to mine knowledge from multimedia, link content top context and more importantly, to exploit them in real life applications. In ...
متن کامل