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1 Introduction
The International Organization for Standardization (ISO) has developed a new standard MPEG-7 based on the formulation of MPEG-1, MPEG-2 and MPEG-4 standards. The official name of the standard is "Multimedia Content DescripTIon Interface" (MulTImedia Content DescripTIon Interface). ), its goal is to produce a standard for describing multimedia content data to meet the needs of real-time, non-real-time, and push-pull applications. It is different from waveform-based and compression-based representations such as MPEG-1 and MPEG-2, and Different from the object-based representation such as MPEG-4, it will carry out standardized description of various types of multimedia information, and link the description with the described content to realize fast and effective search.
2. Goals of MPEG-7
1) Support multiple audio and visual descriptions
description includes free text, n-dimensional space-time structure, statistical information, objective attributes, subjective attributes, production attributes and combined information. For visual information, the description may include colors, visual objects, textures, sketches, shapes, volumes, spatial relationships, motion and deformation, etc. For audio information, the description may include pitch, mode, speed of sound, changes in speed of sound, etc.
2) According to the abstract level of information, provide a method of describing multimedia materials in order to express the needs of users at different levels for information.
3) Support the flexibility of data management, the globalization and interoperability of data resources.
3. MPEG-7 components
The main elements of MPEG-7 include the following.
1) Description tool, including a set of descriptors D (Descriptor) and description scheme DS (DescripTIon Schemes). Descriptor refers to the syntax or grammar used to define and express a certain aspect of an entity. The expression entity is composed of feature identifiers (such as color) and data types (such as character strings). The data type can be "composite", it can be composed of a combination of several data types, or it can be "describe" a feature by several Ds. The description scheme is composed of one or more D and DS, and DS specifies the structure and grammar of their relationship.
2) Description Definition Language DDL (DescripTIon Definition Language) is used to specify a language for describing the program. It is a model language, a representation of the results of audio and video data modeling. DDL specifies the description tools of MPEG, including descriptors and description schemes, and provides rules for constructing descriptors into description schemes. DDL also allows the definition of extended DS in special applications. The description tool is instantiated through DDL and described in text format (XML).
3) System tools used to support multiple descriptions, synchronization issues, transmission mechanisms, file formats, etc.
4. MPEG-7 attribute description tool
The MPEG-7 standard provides a series of attribute description tools for unified management of attributes. The attribute description tools are mostly used when more than one media is described (such as audio and video). These description tools are divided into five categories according to their functions: content description, content management, content organization, navigation and access, and user interaction.
1) Basic Elements
Basic data types provide a set of extended data types and mathematics types that are helpful for describing AV (Audio-Visual) content, such as matrices and vectors. Basic data types can also construct connected media files, locate content, describe time, place, and people. It is these basic elements that form the basis for defining the MPEG-7 description scheme through the DS specification.
2) Content Description
The purpose of content description is to describe the perceptible information content to characterize the perceptible content information. The content description includes two aspects: structure and semantics. The structure tool describes the temporal and spatial structure information of AV content by dividing fragments, frames, static and dynamic regions. Semantic tools describe the real world reflected in AV content through objects, events, abstract concepts and relationships. Structural tools and semantic tools work together through links to jointly complete the description of the content.
3) Content Management
Content management is used to process information related to multimedia document creation, media ownership and encoding, that is, information that cannot be abstracted.
4) Content Organization
Content organization provides a method to describe the analysis and classification of multimedia data, which can be used to describe the attributes of a group of objects.
5) Navigation and Access
Navigation and access tools are used to define a series of abstracts of audio and video content, decompose and transform information, and make browsing and obtaining AV content more convenient. It contains three parts: overview, decomposition and transformation.
6) User Interaction
It describes user preferences and usage information, which makes access to the media more personalized and provides convenience for users. For example, the priority of media can be defined according to the user's hobby, so that the user can find the most suitable information as soon as possible.
5. Application areas of MPEG-7
People require high-efficiency access, interactive operation and display of multimedia information in daily life. These are the two types of applications of MPEG-7 "Pull" and "Push". These two types of applications are closely related to social politics and economics, and are indispensable in professional fields such as education, film and television, and in different occasions of consumer applications.
1) Pull type
The purpose of the MPEG-7 standard is to define a specification to make the query of AV data as convenient as the current text query. Although its recognized application of multimedia content description is far more than "acquisition", it still remains as many original MPEG-7 applications. These "acquisition", or "Pull" type applications involve databases, multimedia information files, and network-based Internet models (users request information from the server).
The following are some applications of the "Pull" type.
(1) Commercial music applications (karaoke and music sales)
When the user sees a song from the TV station, only need to sing a few paragraphs, the entire song can be "searched" from the database without much effort; after charging an appropriate fee, the entire song can be downloaded to the user's computer on.
(2) Sound Effect Library
Artists and sound designers can specify a sound effect type, and then choose the appropriate need from the many variations of this sound source. For example, providing a prototype sound, specifying detailed features, or using onomatopoeia, a deformed way of "searching" through humming, to produce the type of abstract sound he wants to find.
(3) Historical database
People can pass some specific keywords ("The People's Republic of China is established!"), key events (WTO), speaker (Bill Gates), location (capital), date (September 11, 2001), or It is any combination of the above aspects to "search" an audio and video record or other related events.
(4) "Search" movie scenes through reminiscent auditory events
In people's memory world, many visual events are unforgettable. The most obvious example is to use a specific "description" to refer to movie and TV scenes or dialogue, sound, etc., and find a movie in this way.
2) Push type
"Push" and "Pull" type applications are the opposite. "Push" type applications are more like broadcast methods and the new web broadcasts. The "Pull" model is from index to "search", and the "Push" model is from selection to "filter". These two types of applications have completely different requirements. Usually "Pull" deals with the "description" of static information stored in the database, while "Push" deals with the "description" of changing dynamic information. The requirement of "Push" or "filtering" is to provide multimedia information that users only want to watch or listen to.
As in digital systems (including data broadcasting), MPEG-7 description can help users select programs and various types of data broadcasting information for viewing at the time or later, as well as recording and storage. In the environment of a personalized broadcast system, the data provided to users can be "filtered" from the data broadcast according to their respective types, and the generation of types can be automatic (such as based on location, age, gender, or previous selection behavior Etc.), it can also be semi-automatic (such as based on preset interests, etc.).
6. Concluding remarks
The emergence of MPEG-7 is an inevitable product of the transition from the text information era to the multimedia information era. In the future multimedia information retrieval services, MPEG-7 will surely play a leading role. At present, many research institutions have begun to conduct research on the key technologies among them, and have achieved certain results, but there is still a considerable gap between practical applications. With the rapid development of MPEG standards and network systems, the application of MPEG-7 will also flourish, providing more convenience for our study and life.
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