e0262 – mis – multimedia storage techniques anandi giridharan electrical communication...
TRANSCRIPT
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E0262 – MIS – Multimedia Storage Techniques
Anandi GiridharanElectrical Communication Engineering,
Indian Institute of Science, Bangalore – 560012, India
MultimediaStorage Techniques
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E0262 – MIS – Multimedia Storage Techniques
Media and Storage Requirements
●Audio, video and image require vast amount of data for their representation.
●There are 3 main reasons for compression:●Large storage●Doesn't allow playing back uncompressed multimedia data.●Network bandwidth
Storage requirements for multimedia application such as encyclopedia is
●500,000 pages of text (2 KB per page)= total 1 GB●3000 color picture= total 3 GB.
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E0262 – MIS – Multimedia Storage Techniques
Text : 8x8 pixel / charVector Graphics : A typical still image is composed of 500 lines. Each line is defined by horizontal and vertical position and an 8 bit attribute field. Horizontal axis is represented by 10 bits [log2(640)] and vertical axis by 9 bits [log2(480)].Uncompressed audio : If a sampling rate of 8kHz is used, and data is quantized at 8 bits/sample then 64 kbits/sec is required.CD quality stereo audio : Sampling rate used is 44.1 kHz, hence at 16 bits/sample 44.1 x 16 = 705.6 kbits/sec is required. Interaction between human users via multimedia information is involved for example, requires that the end to end delay should not exceed 150 ms. Hence compression method should be selected
How much storage is required for different data types
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E0262 – MIS – Multimedia Storage Techniques
DIGITAL VIDEODigital video is just a digital representation of the analogue video signal.Unlike analogue video that degrades in quality from one generation to the next, digital video does not. Each generation of digital video is identical to the parent.
With digital video, four factors have to be kept in mind.# Frame rate# Spatial Resolution# Colour Resolution# Image Quality
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E0262 – MIS – Multimedia Storage Techniques
Frame Rate
The standard for displaying any type of non-film video is 30 frames per second (film is 24 frames per second). Additionally these frames are split in half (odd lines and even lines), to form what are called fields.
When a television set displays its analogue video signal, it displays the odd lines (the odd field) first. Then is displays the even lines (the even field). Each pair forms a frame and there are 60 of these fields displayed every second (or 30 frames per second). This is referred to as interlaced video.
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E0262 – MIS – Multimedia Storage Techniques
Fragment of the "matrix" sequence (2 frames) After processing the fragment on the left by the FRC filter the frame rate
increased 4 times
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E0262 – MIS – Multimedia Storage Techniques
A computer monitor, however, uses a process called "progressive scan" to update the screen.
With this method, the screen is not broken into fields. Instead, the computer displays each line in sequence, from top to bottom.
This entire frame is displayed 30 times every second. This is often called non-interlaced video.
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E0262 – MIS – Multimedia Storage Techniques
Colour Resolution
This second factor is a bit more complex. Colour resolution refers to the number of colours displayed on the screen at one time. Computers deal with colour in an RGB (red-green-blue) format, while video uses a variety of formats. One of the most common video formats is called YUV.
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This test table was used to estimate the color resolution. First we determine the border when one of the colors on the resolution chart disappears, and color sharpness is found on the scale on the right.
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E0262 – MIS – Multimedia Storage Techniques
Spatial Resolution
The third factor is spatial resolution - or in other words, "How big is the picture?". Since PC and Macintosh computers generally have resolutions in excess of 640 by 480, The National Television Standards Committee ( NTSC) standard used in North America and Japanese Television uses a 768 by 484 display. The Phase Alternative system (PAL) standard for European television is slightly larger at 768 by 576.
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Spatial resolution is a parameter that shows how many pixels are used to represent a real object in
digital form. Fig. 2 shows the same color image represented by different spatial resolution. Left
flower have a much better resolution that right one
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E0262 – MIS – Multimedia Storage Techniques
Image quality
The final objective is video that looks acceptable for your application. For some this may be 1/4 screen, 15 frames per second (fps), at 8 bits per pixel. Other require a full screen (768 by 484), full frame rate video, at 24 bits per pixel (16.7 million colours).
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Need For Compression
How the four factors mentioned above (frame rate, colour resolution, spatial resolution and image quality) affect your selection.
With more colours, higher resolution, faster frame rates and better quality, you will need more computer power and will require more storage space for your video.
24-bit colour video, with 640 by 480 resolution, at 30 fps, requires an astonishing 26 megabytes of data per second! Not only does this surpass the capabilities of the many home computer systems, but also overburdens existing storage systems.
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E0262 – MIS – Multimedia Storage Techniques
640 horizontal resolutionX 480 vertical resolution
= 307, 200 total pixels per frameX 3 bytes per pixel
= 921, 600 total bytes per frameX 30 frames per second
= 27, 648, 000 total bytes per second/ 1, 048 576 to convert to megabytes
= 26.36 megabytes per second!
Calculation to show space required for video is excessive
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E0262 – MIS – Multimedia Storage Techniques
Factors Associated with Compression
The goal of video compression is to massively reduce the amount of data required to store the digital video file, while retaining the quality of the original video
# Real-Time versus Non-Real-Time# Symmetrical versus Asymmetrical# Compression Ratios# Lossless versus Lossy# Interframe versus Intraframe# Bit Rate Control
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E0262 – MIS – Multimedia Storage Techniques
Real-Time versus Non-Real-Time Some compression systems capture, compress to disk, decompress
and play back video (30 frames per second) all in real time; there are
no delays.
Other systems are only capable of capturing some of the 30 frames
per second and/or are only capable of playing back some of the
frames.
Insufficient frame rate is one of the most noticeable video
deficiencies.
Without a minimum of 24 frames per second, the video will be
noticeably jerky. In addition, the missing frames will contain
extremely important lip synchronisation data.
If the movement of a person's lips is missing due to dropped frames
during capture or playback, it is impossible to match the audio
correctly with the video.
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Real time Non Real time
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E0262 – MIS – Multimedia Storage Techniques
Symmetrical Versus AsymmetricalThis refers to how video images are compressed and decompressed.
Symmetrical compression means that if you can play back a
sequence of 640 by 480 video at 30 frames per second, then you can
also capture, compress and store it at that rate.
Asymmetrical compression means just the opposite. The degree of
asymmetry is usually expressed as a ratio. A ratio of 150:1 means it
takes approximately 150 minutes to compress one minute of video.
Asymmetrical compression can sometimes be more elaborate and
more efficient for quality and speed at playback because it uses so
much more time to compress the video.
The two big drawbacks to asymmetrical compression are that it takes
a lot longer, and often you must send the source material out to a
dedicated compression company for encoding
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E0262 – MIS – Multimedia Storage Techniques
Compression Ratio
The compression ratio relates the numerical representation of the original video in comparison to the compressed video. For example, 200:1 compression ratio means that the original video is represented by the number 200. In comparison, the compressed video is represented by the smaller number, in this case, that is 1. With MPEG, compression ratios of 100:1 are common, with good image quality. Motion JPEG provides ratios ranging from 15:1 to 80:1, although 20:1 is about the maximum for maintaining a good quality image.
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E0262 – MIS – Multimedia Storage Techniques
Lossless Versus Lossy
The loss factor determines whether there is a loss of quality between the original image and the image after it has been compressed and played back (decompressed). The more compression, the more likely that quality will be affected. Virtually all compression methods lose some quality when you compress the data the only lossless algorithms are for still image compression. Lossless compression can usually only compress a photo-realistic image by a factor of 2:1.
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Interframe Versus IntraframeOne of the most powerful techniques for compressing video is interframe compression.
Interframe compression uses one or more earlier or later frames in a sequence to
compress the current frame, while intraframe compression uses only the current frame,
which is effectively image compression.
Since interframe compression copies data from one frame to another, if the original frame is simply cut out (or lost in transmission), the following frames cannot be reconstructed properly.
Making 'cuts' in intraframe-compressed video is almost as easy as editing uncompressed video — one finds the beginning and ending of each frame, and simply copies bit-for-bit each frame that one wants to keep, and discards the frames one doesn't want.
Another difference between intraframe and interframe compression is that with intraframe systems, each frame uses a similar amount of data.
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E0262 – MIS – Multimedia Storage Techniques
Bit Rate Control
A good compression system should allow the user to instruct the compression hardware and software which parameters are most important.
In some applications, frame rate may be of paramount importance, while frame size is not.
In other applications, you may not care if the frame rate drops below 15 frames per second, but the quality of those frames must be of very good.
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E0262 – MIS – Multimedia Storage Techniques
MPEG (Moving Picture Expert Group)
MPEG was set standard for Audio and Video compression and transmission
MPEG-1 is a standard for lossy compression of video and audio. It is designed to
compress VHS-quality raw digital video and CD audio down to 1.5 Mbit/s (26:1
and 6:1 compression ratios respectively) without excessive quality loss, making
Video CDs, digital cable/satellite TV and digital audio broadcasting (DAB)
possible.
MPEG-1 has become the most widely compatible lossy audio/video format in the
world, and is used in a large number of products and technologies.
The best-known part of the MPEG-1 standard is the MP3 audio format .
The standard consists of the following five Parts:
1. Systems (storage and synchronization of video, audio, and other data together)
2. Video (compressed video content)
3. Audio (compressed audio content)
4. Conformance testing & 5. reference software
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MPEG-2 ●was designed for coding interlaced images at transmission rates above 4 million bits per second.●MPEG 2 can be used on HD-DVD and blue ray disc.●handles 5 audio channels,●Covers wider range of frame sizes (HDTV).●Provides resolution 720*480 and 1280*720 at 60 fps with full CD quality audio used by DVD-ROM.●MPEG-2 can compress 2 hours video into a few GHz.●MPEG-2 is used for digital TV broadcast and DVD.● An MPEG-2 is designed to offer higher quality than MPEG-1, at a higher bandwidth (between 4 and 10 Mbit/s). ●The scheme is very similar to MPEG-1, and scalable.
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E0262 – MIS – Multimedia Storage Techniques
MPEG-3
Designed to handle HDTV signal in range 20 to 40 Mbits/sec.HDTV-resolution is 1920* 1080*30 HzBut MPEG-2 was fully capable of handling HDTV so MPEG -3 is no longer mentioned.
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E0262 – MIS – Multimedia Storage Techniques
MPEG-4
MPEG-4 is a collection of methods defining compression of audio and
visual (AV) digital data.
MPEG-4 absorbs many of the features of MPEG-1 and MPEG-2 and
other related standards, Wavelength band MPEG-4 files are smaller
than JPEG. so they transmit video and images over narrower
bandwidth and can mix video with text graphics and 2D and 3D
animation layers.
MPEG-4 provides a series of technolgies for developers for various
service providers and end users.
SP use for data transparency
Helps end users with wide range of interaction with animated objects.
MPEG-4 multiplexes and synchronizes data .
Interaction with audio visual scene.
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MPEG-7
MPEG-7 is a content representation standard for information search. It is also titled Multimedia Content Description Interface. It will define the manner in which audiovisual materials can be coded and classified so the materials can be easily located using search engines just as search engines are used to locate text-based information. Music, art, line drawings, photos, and videos are examples of the kinds of materials that will become searchable based on descriptive language defined by MPEG-7. * Provide a fast and efficient searching, filtering and content identification method. * Describe main issues about the content (low-level characteristics, structure, models, collections, etc.). * Index a big range of applications. * Audiovisual information that MPEG-7 deals is : Audio, voice, video, images, graphs and 3D models * Inform about how objects are combined in a scene. * Independence between description and the information itself.
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E0262 – MIS – Multimedia Storage Techniques
MPEG-7 applications
* Digital library: Image/video catalogue, musical dictionary.
* Multimedia directory services: e.g. yellow pages.
* Broadcast media selection: Radio channel, TV channel.
* Multimedia editing: Personalized electronic news service, media
authoring.
* Security services: Traffic control, production chains...
* E-business: Searching process of products.
* Cultural services: Art-galleries, museums...
* Educational applications.
* Biomedical applications.
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TIFF(Tagged Image File Format)
Tagged Image File Format (abbreviated TIFF) is a file format for
storing images, including photographs and line art
TIFF is a flexible, adaptable file format for handling images and data
within a single file, by including the header tag.
TIFF file using lossless compression (or none) may be edited and re-
saved without losing image quality;
The TIFF format is the standard in document imaging and document
management systems
The TIFF format can save multi-page documents to a single TIFF
file rather than a series of files for each scanned page. Multi-page
support and 2D compression of bitonal images.
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TIFF format
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E0262 – MIS – Multimedia Storage Techniques
JPEG
commonly used method of compression for photographic images.JPEG typically achieves 10:1 compression with little perceptible loss in image quality.JPEG compression is used in a number of image file formats. JPEG/Exif is the most common image format used by digital cameras and other photographic image capture devices; it is the most common format for storing and transmitting photographic images on the World Wide Web. These format variations are often not distinguished, and are simply called JPEG.
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* Format independent of frame size * different data rates * synchronization of different streams (audio, video) * SW coding or HW coding * open systems should be allowed. During the retrieval applications for human -> database interaction such as # Fast forward and backward data retrieval # Random access # Decomposition of images, video or audio independently should be possible.
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GIF Graphics Interchange Format
The Graphics Interchange Format (GIF) is a bitmap image format
The format supports up to 8 bits per pixel, allowing a single image to reference a palette of up to 256 distinct colors chosen from the 24-bit RGB color space. It also
supports animationsGIF images are compressed using the Lempel-Ziv-
Welch (LZW) lossless data compression technique to reduce the file size without degrading the visual quality.
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# GIFs can also be used to store low-color sprite data for games.
# GIFs can be used for small animations and low-resolution film clips.
# In view of the general limitation on the GIF image palette to 256 colors, it is not
usually used as a format for digital photography
# The PNG format is a popular alternative to GIF images since it uses better
compression techniques and does not have a limit of 256 colors, but PNGs do not
support animations.
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Despite its other limitations, fluid 3D animation is possible when using the GIF format, as this
animation of Newton's Cradle demonstrates.
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Other Formats● PNG (Portable Network Graphic): A higher-quality replacement
for the GIF format.
PNG's compression is among the best that can be had without losing image information.
PNG supports three main image types: truecolor, grayscale and palette-based ("8-bit").
PNG doesnot support animation at all.
It has greater compression than GIF.
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PDF– PDF (Portable Document Format): provides a convenient way to
view and print images at a high resolution
– PDF lets us to capture and view robust information from
application on any computer system.
– Multiplatform: PDF are viewable and printable on any platform.
– Extensible-1800 vendors world wide offer PDF based solutions.
– Trusted realiable. preserve source file information, text, drawing
etc regardless of applications.
– Digital sign or password pdfdoc created with acrobat SW,
– Searchable- Text search features.
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Structuring Metadata● Metadata schemes (also called schema) are sets of
metadata elements designed for a specific purpose, such as describing a particular type of information resource.
● The definition or meaning of the elements themselves is known as the semantics of the scheme.
● ASCII Text● SGML (Standard Generalized Markup Language)● HTML (HyperText Markup Language)● XML● XHTML (Extensible HyperText Markup Language)● MARC (The MAchine Readable Cataloginge)