MULTIMEDIA DATA AND MULTIMEDIA DATABASES:
Multimedia Data
- Multimedia data typically means digital images, audio, video, animation and graphics together with text data
- Multimedia data can provide more effective dissemination of information in science, engineering, medicine, modern biology, and social sciences.
- It also facilitates the development of new paradigms in distance learning, and interactive personal and group entertainment.
Multimedia Databases
- A multimedia database may be defined as a one that hosts one or more inter-related multimedia data as the primary contents of the database
- The main goal of a multimedia database system is to provide a suitable environment for using and managing multimedia database information
- Common multimedia data types that can be found in a multimedia database include the following:
- Text
- Graphics: drawing, sketches, and illustrations
- Images: color and black & white pictures, photographs, maps and paintings
- Animation sequences: animated images or graphic objects
- Video: a sequence of images (frames), typically recording a real-life event and usually produced by a video recorder
- Audio: generated from an aural recording device
- Composite multimedia: a combination of two or more of the above data types
- Multimedia databases provide a high degree of consistency, concurrency, integrity, security and availability of data.
- They provide functionalities for the easy manipulation, query and retrieval of highly relevant information from huge collections of stored data.
- The functional requirements imposed on a multimedia database system can be classified into two groups which are given below
- Data Representation Requirements: They include the following:
- Support for generalization/specialization Hierarchy
- Attribute specifications
- Support for composite objects
- Object sharing
- Ordering of documents
- Data Independence
- Data Manipulation Requirements: They include the following:
- Integration and integrity control
- Concurrency control
- Persistence
- Recovery
- Query support
- Version control
- Data Availability
Requirements for the design of multimedia Databases
The major challenges in
designing multimedia databases arise from several requirements they need to
satisfy such as the following:
- Manage different types of input, output, and storage devices: Data input can be from a variety of devices such as scanners, digital camera for images, microphone, MIDI devices for audio, video cameras. Typical output devices are high-resolution monitors for images and video, and speakers for audio
- Handle a variety of data compression and storage formats: The data encoding has a variety of formats even within a single application. For instance, in medical applications, the MRI images of brain have loss less or very stringent quality of lossy coding technique, while the X-ray images of bones can be less stringent. Also, the radio logical image data, the ECG data, other patient data, etc. have widely varying formats.
- Support different computing platforms and operating systems: Different users operate computers and devices suited to their needs and tastes. But they need the same kind of user-level view of the database.
- Integrate different data models: Some data such as numeric and textual data are best handled using a relational database model, while some others such as video documents are better handled using an object-oriented database model. So these two models should coexist together in MMDBs.
- Offer a variety of user-friendly query systems suited to different kinds of media: From a user point of view, easy-to-use queries and fast and accurate retrieval of information is highly desirable. The query for the same item can be in different forms. For example, a portion of interest in a video can be queried by using either
a few sample video frames
as an example,
a clip of the corresponding
audio track
a textual description using
keywords.
Characterstics of Multimedia Databases:
- Lack of structure: Multimedia data often are not quite structured; therefore, standard indexing and/content-based search and retrieval may not be available.
- Temporality: Different multimedia data types have different requirements.
- Massive volume: Usually, the data size of multimedia is large such as video; therefore, multimedia data often require a large storage device.
- Logistics :Non-standard media can complicate processing. For example, a multimedia database application requires using compression algorithms.
Comments
Post a Comment