With the increasing popularity of playing streaming audio and video over networks such as the Internet, there is a need for optimizing the data transferred from a server to a client such that the client's experience is maximized even if network conditions during playback are inconsistent. Optimizing the client's experience involves making encoding decisions such that the video can be transferred and reconstructed with a minimal number of errors.
The term “streaming” is typically used to indicate that the data representing the media is provided by a host computer over a network to a playback device (i.e., a media playback computer implemented as any of a variety of conventional computing devices, such as a desktop PC, a notebook or portable computer a cellular telephone or other wireless communication device, a personal digital assistant (PDA), a gaming console, etc.) The client computer typically renders the streaming content as it is received from the host, rather than waiting for the entire file to be delivered.
The quality level is generally dictated by the bit rate specified for the encoded audio or video portions of the input stream. A higher bit rate generally indicates that a larger amount of information about the original audio or video is encoded and retained, and therefore a more accurate reproduction of the original input audio or video can be presented during video playback. Conversely, a lower bit rate indicates that less information about the original input audio or video is encoded and retained, and thus a less accurate reproduction of the original audio or video will be presented during video playback.
Generally, the bit rate is specified for encoding each of the audio and video based on several factors. The first factor is the network condition between the server and the client. A network connection that can transfer a high amount of data indicates that a higher bit rate can be specified for the input video that is subsequently transferred over the network connection. The second factor is the desired start-up latency. Start-up latency is the delay that a video playback tool experiences when first starting up due to the large amount of data that has to be received, processed, and buffered. Start-up latency can also occur after a seek operation, where the user selects variable positions in the streaming content to view. A third factor is the processing capabilities of the playback device. The fourth factor is the tolerance to glitching. Glitching occurs when the content is not displayed at the rate it was authored causing the playback device to run out of data to display. In most cases any amount of start-up latency or glitching is intolerable, and it is therefore desirable to optimize the bit rate specified such that the start-up latency and the glitching are minimized or eliminated.
The present disclosure relates to playback of video/audio streaming media data. The media stream is available from the network at multiple encoded bit rates. When a seek operation is performed, a playback device can request a lower bit rate media stream in order to quickly fill a playback buffer so that playback can commence more readily. After a seek start-up period is complete, the playback device can return to downloading the media stream encoded at higher bit rates in order to increase the quality of the playback.
The foregoing and other objects, features, and advantages of the invention will become more apparent from the following detailed description, which proceeds with reference to the accompanying figures.
As used in this application and in the claims, the singular forms “a,” “an” and “the” include the plural forms unless the context clearly dictates otherwise. Additionally, the term “includes” means “comprises.” Although the operations of some of the disclosed methods and apparatus are described in a particular, sequential order for convenient presentation, it should be understood that this manner of description encompasses rearrangement, unless a particular ordering is required by specific language set forth below. For example, operations described sequentially can in some cases be rearranged or performed concurrently.
Any of the methods described herein can be performed (at least in part) using software comprising computer-executable instructions stored on one or more computer-readable media. Furthermore, any intermediate or final results of the disclosed methods can be stored on one or more computer-readable media. It should be understood that the disclosed technology is not limited to any specific computer language, program, or computer. For instance, a wide variety of commercially available computer languages, programs, and computers can be used.
A host device 102 generally stores media content and streams media content to the playback device 104. The playback device 104 can receive streaming media content via the network 106 from host device 102 and plays it for a user. Additionally, the playback device 102 can request a desired bit rate from the host device, which offers multiple bit rates to download. Host device 102 may be implemented as any of a variety of conventional computing devices, including, for example, a desktop PC, a notebook or portable computer, a workstation, an Internet appliance, and combinations thereof. Playback device 104 may also be implemented as any of a variety of conventional computing devices, including, for example, a desktop PC, a notebook or portable computer, a workstation, an Internet appliance, a gaming console, a handheld PC, a cellular telephone or other wireless communications device, a personal digital assistant (PDA), a set-top box, and combinations thereof.
Host device 102 can make any of a variety of data available for streaming to playback device 104, including content, such as audio, video, text, images, animation, and the like. However, as used herein with respect to the exemplary embodiments described below, media content is intended to represent audio/video (A/V) content or just video content. Furthermore, references made herein to “media content”, “streaming media”, “streaming video”, “video content”, and any variation thereof are generally intended to include audio/video content. The term “streaming” is used to indicate that the data representing the media content is provided over a network 106 to a playback device 104 and that playback of the content can begin prior to the content being delivered in its entirety.
The segmenter 210 outputs the segments to a bit rate controller 215. The bit rate controller 215 analyzes each segment and selects bit rates for one or more bit rate layers for each of the segments. A bit rate layer is a layer comprising a specific bit rate used to encode the input video 205. The number of bit rate layers and their respective bit rates for each segment may be affected by factors associated with the segment such as the number of frames in the segment or the complexity of the input video 205 in the given segment. Additionally, the number of bit rate layers and their corresponding bit rates may be affected by factors not associated with the given segment such as limits on the size of the file or the maximum or minimum bandwidth of the network that the encoded input video 205 will be transferred through. In one embodiment, the bit rate controller 215 selects the bit rates for the bit rate layers for each of the segments independently from each of the other segments. Thus, a given segment may be encoded at the same or different bit rates as any other segment.
The segmenter 210 also outputs the segments to an encoder 220, and the bit rate controller 215 signals the bit rate layers for each segment to the encoder 220. The encoder 220 can encode according to a Windows Media Video or VC-1 format, MPEG-x format (e.g., MPEG-1, MPEG-2, or MPEG-4), H.26x format (e.g., H.261, H.262, H.263, or H.264), or other format. The encoder 220 may also be able to encode according to one or more audio standards such as WAV, FLAC, MP3, WMA, or some other standard. In some embodiments the encoder 220 encodes each segment as each bit rate layer and outputs a series of chunks in an encoded bit stream 225. Generally speaking, a chunk is a segment encoded as a particular bit rate layer. Thus, the encoder 220 can produce one or more chunks for each segment. In other embodiments, the encoder may encode the segment with less than all of the available bit rate layers. This may occur if, for example, a user defines a certain amount of time available for encoding, or conditions make certain bit rate layers un-necessary or undesirable.
As is well-understood in the art, the embodiment of
In certain embodiments, the encoding tool 200 may include a splitter (not shown) that splits the input video 205 into a separate video component and an audio component. In these embodiments, a separate segmenter, hit rate controller and encoder can be used to encode each of the video component and the audio component. The encoder for the video component can encode according to WMV or VC-1 format, MPEG-x format, H.26x format, or some other format. The encoder for the audio component can encode according to WAV, FLAC, MP3, WMA, or some other standard. Additionally, the segments for the video component and the segments for the audio component may be selected independently of each other. In this embodiment the segments of the video component may, but do not have to, comprise the same frames as the segments of the audio component.
With reference to
A computing environment may have additional features. For example, the computing environment 700 includes storage 740, one or more input devices 750, one or more output devices 760, and one or more communication connections 770. An interconnection mechanism (not shown) such as a bus, controller, or network interconnects the components of the computing environment 700. Typically, operating system software (not shown) provides an operating environment for other software executing in the computing environment 700, and coordinates activities of the components of the computing environment 700.
The storage 740 may be removable or non-removable, and includes magnetic disks, magnetic tapes or cassettes, CD-ROMs, DVDs, or any other medium which can be used to store information and which can be accessed within the computing environment 700. The storage 740 stores instructions for the software 780 implementing the video encoder and/or decoder.
The input device(s) 750 may be a touch input device such as a keyboard, mouse, pen, or trackball, a voice input device, a scanning device, or another device that provides input to the computing environment 700. The input device(s) 750 may be a sound card, video card, TV tuner card, or similar device that accepts audio or video input in analog or digital form, or a CD-ROM or CD-RW that reads audio or video samples into the computing environment 700. The output device(s) 760 may be a display, printer, speaker, CD-writer, or another device that provides output from the computing environment 700.
The communication connection(s) 770 enable communication over a communication medium to another computing entity. The communication medium conveys information such as computer-executable instructions, audio or video input or output, or other data in a modulated data signal. A modulated data signal is a signal that has one or more of its characteristics set or changed in such a manner as to encode information in the signal. By way of example, and not limitation, communication media include wired or wireless techniques implemented with an electrical, optical, RF, infrared, acoustic, or other carrier.
The techniques and tools can be described in the general context of computer-readable media. Computer-readable media are any available media that can be accessed within a computing environment. By way of example, and not limitation, with the computing environment 700, computer-readable media include memory 720, storage 740, communication media, and combinations of any of the above.
The techniques and tools can be described in the general context of computer-executable instructions, such as those included in program modules, being executed in a computing environment on a target real or virtual processor. Generally, program modules include routines, programs, libraries, objects, classes, components, data structures, etc. that perform particular tasks or implement particular abstract data types. The functionality of the program modules may be combined or split between program modules as desired in various embodiments. Computer-executable instructions for program modules may be executed within a local or distributed computing environment.
For the sake of presentation, the detailed description uses terms like “produce” and “encode” to describe computer operations in a computing environment. These terms are high-level abstractions for operations performed by a computer, and should not be confused with acts performed by a human being. The actual computer operations corresponding to these terms vary depending on implementation. Generally, the computing environment 700 can be used as the playback device 104.
1) current and historic bandwidth levels;
2) current and historic buffer levels; and
3) capabilities of the playback device.
An example index file can have separate sections for video and audio and describe the different bit rates that are available to pull from the host. It also can include the URLs, the duration of the content segments, quality information, the size of the files, the number of content segments, position in time of the content segments, the media attributes, etc. In sum, the index file includes information about the time-varying properties of the encoded media streams. An example index file is as follows:
The content is divided into segments (called chunks) that are generally 2-5 seconds each. The chunks are available at multiple bit rates. As already discussed, the chunks may be physically divided segments or virtually divided segments (in the case of a continuous stream). After a predetermined period of time, the quality and bit rate are reevaluated to ensure a glitch-free display of the media stream.
The designation of “bit rates” refers to the bit rates available for the media stream. The “attribute” names can provide information used by the decoder in the media pipeline in order to decode the media stream. One example is that the attributes can be initialization information for the decoder. There can be different sections in the index file for “video” and “audio”, so that the chunks are described independently for each. The designation of “n=” refers to a chunk number. The chunks can be numbered sequentially. The designation of “d=” following each chunk number refers to the duration of the chunk. As can be seen, the chunks are of varying duration but are approximately equal in length. Other characteristics of the media stream can easily be inserted into the index file, such as the size of files associated with the chunks or the duration of the entire media segment. An additional characteristic is also resolution that can be useful to proper rendering. The illustrated index file is only an example and not all of the data elements described need to be used. Indeed, one or more of any of the data elements can be used.
Another example index file is as follows:
This index file includes additional information about each chunk. As already described above, “n” is the chunk number and “d” is the duration of the chunk. Additional information can include a designation “s=”, which is a size of each chunk. The “q” designation represents each chunk's average quality. The average quality of a chunk can be calculated during encoding. In the particular example shown, the higher quality number generally means less information is lost due to video compression. As described further below, the heuristics module makes a determination based on a number of factors, such as empirical data of the playback, which bit rate to choose. Quality levels can also be considered into the decision. For example, quality information allows intelligent decisions about accepting lower bit rates for low quality content in order to reserve bandwidth for higher bit rates for high quality content. For example, low bit rates can be used for dark scenes that have little motion (where high quality might not necessarily be visually different than low quality) in favor of using high bit rates for scenes that are complex with a lot of motion.
Any of the described index files can be represented as an XML file with the specific schema, potentially, with a simple encoding to hide clear text. It can contain media level attributes (e.g. total playback duration), and description of individual streams. Stream descriptions can include media stream-specific information, such as type of the stream (e.g. video, audio), encoding and other codec information (e.g. fourCC code, width, height), available bitrates, and information on individual media segments represented by chunks of different available bitrates (e.g. segment duration, chunk sizes). Also, the stream description can include information that allows production of individual chunks URLs for download, which is normally a text pattern that includes calculated fields based on chunk number, chunk bitrate, chunk stream and stream type.
Using a chunking scheme works well with a seek operation. For example, where each chunk has a duration of 2 seconds, if the user wants to seek to the 30th second into the content, the playback device only needs to start downloading the 15th chunk into the stream. Alternatively, the index file can be used to determine the proper location. For example, the index file can allow calculation of a chunk number associated with a selected location in the media stream. In any event, the index file can be used in cooperation with the heuristics module to convert the user seek request into a request from the server to download the media segment from a desired point.
Any of the examples described herein are only for purposes of illustration. For example, the example bit rates provided can easily be modified to whatever hit rates work on the system and allow for appropriate rendering of a media stream on a playback device.
In view of the many possible embodiments to which the principles of the disclosed invention may be applied, it should be recognized that the illustrated embodiments are only preferred examples of the invention and should not be taken as limiting the scope of the invention. Rather, the scope of the invention is defined by the following claims. We therefore claim as our invention all that comes within the scope of these claims.
This application is a continuation of U.S. patent application Ser. No. 12/188,087, filed Aug. 7, 2008, which claims the benefit of U.S. Provisional Patent Application No. 61/057,759, filed on May 30, 2008, and U.S. Provisional Patent Application No. 61/057,755, filed May 30, 2008. All three applications are hereby incorporated by reference in their entirety.
Number | Name | Date | Kind |
---|---|---|---|
4051470 | Esteban et al. | Sep 1977 | A |
4454546 | Mori | Jun 1984 | A |
4493091 | Gundry | Jan 1985 | A |
4706260 | Fedele et al. | Nov 1987 | A |
4802224 | Shiraki et al. | Jan 1989 | A |
4849812 | Borgers et al. | Jul 1989 | A |
4937036 | Beard et al. | Jun 1990 | A |
4954892 | Asai et al. | Sep 1990 | A |
5043919 | Callaway et al. | Aug 1991 | A |
5089889 | Sugiyama | Feb 1992 | A |
5091782 | Krause et al. | Feb 1992 | A |
5136377 | Johnston et al. | Aug 1992 | A |
5223949 | Honjo | Jun 1993 | A |
5235618 | Sakai et al. | Aug 1993 | A |
5258836 | Murata | Nov 1993 | A |
5262964 | Bonsall et al. | Nov 1993 | A |
5266941 | Akeley et al. | Nov 1993 | A |
5317672 | Crossman et al. | May 1994 | A |
5335299 | Atkinson | Aug 1994 | A |
5394170 | Akeley et al. | Feb 1995 | A |
5398069 | Huang et al. | Mar 1995 | A |
5400371 | Natarajan | Mar 1995 | A |
5412430 | Nagata | May 1995 | A |
5414796 | Jacobs et al. | May 1995 | A |
RE34965 | Sugiyama | Jun 1995 | E |
5422676 | Herpel et al. | Jun 1995 | A |
5448297 | Alattar et al. | Sep 1995 | A |
5457495 | Hartung | Oct 1995 | A |
RE35093 | Wang et al. | Nov 1995 | E |
5467086 | Jeong | Nov 1995 | A |
5467134 | Laney et al. | Nov 1995 | A |
RE35158 | Sugiyama | Feb 1996 | E |
5533052 | Bhaskar | Jul 1996 | A |
5539466 | Igarashi et al. | Jul 1996 | A |
5570363 | Holm | Oct 1996 | A |
5579430 | Grill et al. | Nov 1996 | A |
5586200 | Devaney et al. | Dec 1996 | A |
5602959 | Bergstrom et al. | Feb 1997 | A |
5623424 | Azadegan et al. | Apr 1997 | A |
5627938 | Johnston | May 1997 | A |
5650860 | Uz | Jul 1997 | A |
5654760 | Ohtsuki | Aug 1997 | A |
5661755 | Van De Kerkhof et al. | Aug 1997 | A |
5666161 | Kohiyama et al. | Sep 1997 | A |
5666461 | Igarashi et al. | Sep 1997 | A |
5678002 | Fawcett et al. | Oct 1997 | A |
5686964 | Tabatabai et al. | Nov 1997 | A |
5699476 | Van Der Meer | Dec 1997 | A |
5701164 | Kato et al. | Dec 1997 | A |
5724453 | Ratnakar et al. | Mar 1998 | A |
5742735 | Eberlein et al. | Apr 1998 | A |
5745738 | Ricard | Apr 1998 | A |
5754974 | Griffin et al. | May 1998 | A |
5764807 | Pearlman | Jun 1998 | A |
5764814 | Chen et al. | Jun 1998 | A |
5787203 | Lee et al. | Jul 1998 | A |
5796438 | Hosono | Aug 1998 | A |
RE35910 | Nagata et al. | Sep 1998 | E |
5802213 | Gardos | Sep 1998 | A |
5819215 | Dobson et al. | Oct 1998 | A |
5825310 | Tsutsui | Oct 1998 | A |
5835149 | Astle | Nov 1998 | A |
5835495 | Ferriere | Nov 1998 | A |
5845243 | Smart et al. | Dec 1998 | A |
5867230 | Wang et al. | Feb 1999 | A |
5874995 | Naimpally et al. | Feb 1999 | A |
5884039 | Ludwig et al. | Mar 1999 | A |
5886276 | Levine et al. | Mar 1999 | A |
5903892 | Hoffert et al. | May 1999 | A |
5917830 | Chen et al. | Jun 1999 | A |
5926226 | Proctor et al. | Jul 1999 | A |
5933451 | Ozkan et al. | Aug 1999 | A |
5946419 | Chen et al. | Aug 1999 | A |
5949489 | Nishikawa et al. | Sep 1999 | A |
5952943 | Walsh et al. | Sep 1999 | A |
5963258 | Nishikawa et al. | Oct 1999 | A |
5970173 | Lee et al. | Oct 1999 | A |
5970175 | Nishikawa et al. | Oct 1999 | A |
5974184 | Eifrig | Oct 1999 | A |
5982305 | Taylor | Nov 1999 | A |
5986712 | Peterson et al. | Nov 1999 | A |
5987376 | Olson et al. | Nov 1999 | A |
5990945 | Sinha et al. | Nov 1999 | A |
5990960 | Murakami et al. | Nov 1999 | A |
5995151 | Naveen et al. | Nov 1999 | A |
6000053 | Levine et al. | Dec 1999 | A |
6002439 | Murakami et al. | Dec 1999 | A |
6006241 | Purnaveja et al. | Dec 1999 | A |
RE36507 | Iu | Jan 2000 | E |
6014706 | Cannon et al. | Jan 2000 | A |
6029126 | Malvar | Feb 2000 | A |
6040863 | Kato | Mar 2000 | A |
6041345 | Levi et al. | Mar 2000 | A |
6049630 | Wang et al. | Apr 2000 | A |
6058362 | Malvar | May 2000 | A |
6072831 | Chen | Jun 2000 | A |
6073153 | Malvar | Jun 2000 | A |
6075768 | Mishra | Jun 2000 | A |
6081554 | Lee et al. | Jun 2000 | A |
6088392 | Rosenberg | Jul 2000 | A |
RE36822 | Sugiyama | Aug 2000 | E |
6097759 | Murakami et al. | Aug 2000 | A |
6108382 | Gringeri et al. | Aug 2000 | A |
6111914 | Bist | Aug 2000 | A |
6115689 | Malvar | Sep 2000 | A |
6141053 | Saukkonen | Oct 2000 | A |
6154495 | Yamaguchi et al. | Nov 2000 | A |
6160846 | Chiang et al. | Dec 2000 | A |
6167162 | Jacquin et al. | Dec 2000 | A |
6182034 | Malvar | Jan 2001 | B1 |
6188794 | Nishikawa et al. | Feb 2001 | B1 |
6192075 | Jeng | Feb 2001 | B1 |
6208761 | Passaggio et al. | Mar 2001 | B1 |
6212232 | Reed et al. | Apr 2001 | B1 |
6215820 | Bagni et al. | Apr 2001 | B1 |
6223162 | Chen et al. | Apr 2001 | B1 |
6226407 | Zabih et al. | May 2001 | B1 |
6240380 | Malvar | May 2001 | B1 |
RE37222 | Yonemitsu et al. | Jun 2001 | E |
6243497 | Chiang et al. | Jun 2001 | B1 |
6259739 | Kondo | Jul 2001 | B1 |
6259810 | Gill et al. | Jul 2001 | B1 |
6275531 | Li | Aug 2001 | B1 |
6278735 | Mohsenian | Aug 2001 | B1 |
6292585 | Yamaguchi et al. | Sep 2001 | B1 |
6304928 | Mairs et al. | Oct 2001 | B1 |
6307973 | Nishikawa et al. | Oct 2001 | B2 |
6311209 | Olson et al. | Oct 2001 | B1 |
6320825 | Bruekers et al. | Nov 2001 | B1 |
6324216 | Igarashi et al. | Nov 2001 | B1 |
6332003 | Matsuura | Dec 2001 | B1 |
6339794 | Bolosky et al. | Jan 2002 | B2 |
6351226 | Saunders et al. | Feb 2002 | B1 |
6370502 | Wu et al. | Apr 2002 | B1 |
6404813 | Haskell et al. | Jun 2002 | B1 |
6421738 | Ratan et al. | Jul 2002 | B1 |
6421739 | Holiday | Jul 2002 | B1 |
6433795 | MacNaughton et al. | Aug 2002 | B1 |
6441754 | Wang et al. | Aug 2002 | B1 |
6466987 | Bolosky et al. | Oct 2002 | B2 |
6473409 | Malvar | Oct 2002 | B1 |
6490554 | Endo et al. | Dec 2002 | B2 |
6493388 | Wang | Dec 2002 | B1 |
6496601 | Migdal et al. | Dec 2002 | B1 |
6501797 | van der Schaar et al. | Dec 2002 | B1 |
6501798 | Sivan | Dec 2002 | B1 |
6522693 | Lu et al. | Feb 2003 | B1 |
6539124 | Sethuraman et al. | Mar 2003 | B2 |
6560636 | Cohen et al. | May 2003 | B2 |
6573905 | MacInnis et al. | Jun 2003 | B1 |
6573915 | Sivan et al. | Jun 2003 | B1 |
6574593 | Gao et al. | Jun 2003 | B1 |
6614442 | Ouyang et al. | Sep 2003 | B1 |
6625321 | Li et al. | Sep 2003 | B1 |
6628712 | Le Maguet | Sep 2003 | B1 |
6646195 | Puryear | Nov 2003 | B1 |
6654417 | Hui | Nov 2003 | B1 |
6654419 | Sriram et al. | Nov 2003 | B1 |
6654790 | Ogle et al. | Nov 2003 | B2 |
6675199 | Mohammed et al. | Jan 2004 | B1 |
6683987 | Sugahara | Jan 2004 | B1 |
6697072 | Russell et al. | Feb 2004 | B2 |
6704813 | Smirnov et al. | Mar 2004 | B2 |
6728317 | Demos | Apr 2004 | B1 |
6732071 | Lopez-Estrada et al. | May 2004 | B2 |
6745364 | Bhatt et al. | Jun 2004 | B2 |
6754715 | Cannon et al. | Jun 2004 | B1 |
6760482 | Taubman | Jul 2004 | B1 |
6760598 | Kurjenniemi | Jul 2004 | B1 |
6763374 | Levi et al. | Jul 2004 | B1 |
6785331 | Jozawa et al. | Aug 2004 | B1 |
6789123 | Li et al. | Sep 2004 | B2 |
6792449 | Colville et al. | Sep 2004 | B2 |
6798364 | Chen et al. | Sep 2004 | B2 |
6801947 | Li | Oct 2004 | B1 |
6810083 | Chen et al. | Oct 2004 | B2 |
6819714 | Yamada et al. | Nov 2004 | B2 |
6836791 | Levi et al. | Dec 2004 | B1 |
6862402 | Kim | Mar 2005 | B2 |
6876703 | Ismaeil et al. | Apr 2005 | B2 |
6885471 | Minowa et al. | Apr 2005 | B1 |
6895050 | Lee | May 2005 | B2 |
6934677 | Chen et al. | Aug 2005 | B2 |
6937770 | Oguz et al. | Aug 2005 | B1 |
6961631 | Puryear | Nov 2005 | B1 |
6968364 | Wong et al. | Nov 2005 | B1 |
6974901 | Puryear | Dec 2005 | B2 |
6980695 | Mehrotra | Dec 2005 | B2 |
7016409 | Unger | Mar 2006 | B2 |
7023915 | Pian | Apr 2006 | B2 |
7027982 | Chen et al. | Apr 2006 | B2 |
7031700 | Weaver et al. | Apr 2006 | B1 |
7046805 | Fitzhardinge et al. | May 2006 | B2 |
7054365 | Kim et al. | May 2006 | B2 |
7054774 | Batterberry et al. | May 2006 | B2 |
7072973 | Newson et al. | Jul 2006 | B1 |
7107606 | Lee | Sep 2006 | B2 |
7111044 | Lee | Sep 2006 | B2 |
7124164 | Chemtob | Oct 2006 | B1 |
7143030 | Chen et al. | Nov 2006 | B2 |
7146313 | Chen et al. | Dec 2006 | B2 |
7149247 | Sullivan | Dec 2006 | B2 |
7151749 | Vega-Garcia et al. | Dec 2006 | B2 |
7162533 | Klemets | Jan 2007 | B2 |
7174384 | Cheung | Feb 2007 | B2 |
7174385 | Li | Feb 2007 | B2 |
7176957 | Ivashin et al. | Feb 2007 | B2 |
7177642 | Sanchez Herrero et al. | Feb 2007 | B2 |
7184959 | Gibbon | Feb 2007 | B2 |
7185082 | del Val et al. | Feb 2007 | B1 |
7190670 | Varsa et al. | Mar 2007 | B2 |
7206822 | Levi et al. | Apr 2007 | B2 |
7206854 | Kauffman et al. | Apr 2007 | B2 |
7248740 | Sullivan | Jul 2007 | B2 |
7260525 | Chen et al. | Aug 2007 | B2 |
7263482 | Chen et al. | Aug 2007 | B2 |
7266613 | Brown et al. | Sep 2007 | B1 |
7283881 | Puryear | Oct 2007 | B2 |
7283966 | Zhang et al. | Oct 2007 | B2 |
7286748 | Srinivasan et al. | Oct 2007 | B2 |
7296063 | Levi et al. | Nov 2007 | B2 |
7302490 | Gupta et al. | Nov 2007 | B1 |
7313236 | Amini et al. | Dec 2007 | B2 |
7313755 | Rahman et al. | Dec 2007 | B2 |
7342924 | Levi et al. | Mar 2008 | B2 |
7343291 | Thumpudi et al. | Mar 2008 | B2 |
7346007 | Curcio et al. | Mar 2008 | B2 |
7348483 | Puryear | Mar 2008 | B2 |
7359955 | Menon et al. | Apr 2008 | B2 |
7360230 | Paz et al. | Apr 2008 | B1 |
7365752 | Xie | Apr 2008 | B2 |
7383180 | Thumpudi et al. | Jun 2008 | B2 |
7391717 | Klemets et al. | Jun 2008 | B2 |
7392316 | Klemets et al. | Jun 2008 | B2 |
7401221 | Adent et al. | Jul 2008 | B2 |
7409145 | Antoun et al. | Aug 2008 | B2 |
7424730 | Chou | Sep 2008 | B2 |
7433746 | Puryear | Oct 2008 | B2 |
7444419 | Green | Oct 2008 | B2 |
7451229 | Klemets et al. | Nov 2008 | B2 |
7466721 | Levi et al. | Dec 2008 | B2 |
7472198 | Gupta et al. | Dec 2008 | B2 |
7480382 | Dunbar et al. | Jan 2009 | B2 |
7483532 | Alkove et al. | Jan 2009 | B2 |
7492769 | Klemets | Feb 2009 | B2 |
7493644 | Tanskanen | Feb 2009 | B1 |
7505485 | Sullivan et al. | Mar 2009 | B2 |
7528314 | Puryear | May 2009 | B2 |
7529541 | Cho et al. | May 2009 | B2 |
7536469 | Chou et al. | May 2009 | B2 |
7538267 | Puryear | May 2009 | B2 |
7552227 | Wang | Jun 2009 | B2 |
7554922 | Vega-Garcia et al. | Jun 2009 | B2 |
7555464 | Candelore | Jun 2009 | B2 |
7558472 | Locket et al. | Jul 2009 | B2 |
7565429 | Fernandez | Jul 2009 | B1 |
7581255 | Alkove et al. | Aug 2009 | B2 |
7603387 | Gates et al. | Oct 2009 | B2 |
7631015 | Gupta et al. | Dec 2009 | B2 |
7631039 | Eisenberg | Dec 2009 | B2 |
7633005 | Puryear | Dec 2009 | B2 |
7644172 | Stewart et al. | Jan 2010 | B2 |
7663049 | Puryear | Feb 2010 | B2 |
7667121 | Puryear | Feb 2010 | B2 |
7672743 | Messer et al. | Mar 2010 | B2 |
7673306 | Puryear | Mar 2010 | B2 |
7673315 | Wong et al. | Mar 2010 | B1 |
7676495 | Qian | Mar 2010 | B2 |
7684566 | Oliveira et al. | Mar 2010 | B2 |
7720908 | Newson et al. | May 2010 | B1 |
7725557 | Klemets et al. | May 2010 | B2 |
7761609 | Srinivasan et al. | Jul 2010 | B1 |
7769880 | Paka et al. | Aug 2010 | B2 |
7783772 | Klemets | Aug 2010 | B2 |
7783773 | Wu et al. | Aug 2010 | B2 |
7797720 | Gopalakrishnan et al. | Sep 2010 | B2 |
7809851 | Klemets | Oct 2010 | B2 |
7839895 | Sullivan et al. | Nov 2010 | B2 |
7860996 | Musayev et al. | Dec 2010 | B2 |
7873040 | Karlsgodt | Jan 2011 | B2 |
20020012394 | Hatano et al. | Jan 2002 | A1 |
20020073084 | Kauffman et al. | Jun 2002 | A1 |
20020087634 | Ogle et al. | Jul 2002 | A1 |
20020095332 | Doherty et al. | Jul 2002 | A1 |
20020114388 | Ueda | Aug 2002 | A1 |
20020118809 | Eisenberg | Aug 2002 | A1 |
20020122491 | Karczewicz et al. | Sep 2002 | A1 |
20020133547 | Lin et al. | Sep 2002 | A1 |
20020136406 | Fitzhardinge et al. | Sep 2002 | A1 |
20020138619 | Ramaley et al. | Sep 2002 | A1 |
20020143556 | Kadatch | Oct 2002 | A1 |
20020146102 | Lang | Oct 2002 | A1 |
20020154693 | Demos | Oct 2002 | A1 |
20020168066 | Li | Nov 2002 | A1 |
20020176624 | Kostrzewski et al. | Nov 2002 | A1 |
20020178138 | Ender et al. | Nov 2002 | A1 |
20020184391 | Phillips | Dec 2002 | A1 |
20020194608 | Goldhor | Dec 2002 | A1 |
20030005139 | Colville et al. | Jan 2003 | A1 |
20030007464 | Balani | Jan 2003 | A1 |
20030037103 | Salmi et al. | Feb 2003 | A1 |
20030055995 | Ala-Honkola | Mar 2003 | A1 |
20030061607 | Hunter et al. | Mar 2003 | A1 |
20030072370 | Girod et al. | Apr 2003 | A1 |
20030078972 | Tapissier et al. | Apr 2003 | A1 |
20030093530 | Syed | May 2003 | A1 |
20030110236 | Yang et al. | Jun 2003 | A1 |
20030110464 | Davidson et al. | Jun 2003 | A1 |
20030113026 | Srinivasan et al. | Jun 2003 | A1 |
20030115041 | Chen | Jun 2003 | A1 |
20030115042 | Chen | Jun 2003 | A1 |
20030115050 | Chen | Jun 2003 | A1 |
20030115051 | Chen | Jun 2003 | A1 |
20030115052 | Chen | Jun 2003 | A1 |
20030125932 | Wang et al. | Jul 2003 | A1 |
20030172131 | Ao | Sep 2003 | A1 |
20030220972 | Montet et al. | Nov 2003 | A1 |
20030236905 | Choi et al. | Dec 2003 | A1 |
20030236906 | Klemets et al. | Dec 2003 | A1 |
20040042549 | Huang et al. | Mar 2004 | A1 |
20040098748 | Bo et al. | May 2004 | A1 |
20040117427 | Allen et al. | Jun 2004 | A1 |
20040131340 | Antoun et al. | Jul 2004 | A1 |
20040136457 | Funnell et al. | Jul 2004 | A1 |
20040141651 | Hara et al. | Jul 2004 | A1 |
20040172478 | Jacobs | Sep 2004 | A1 |
20040268397 | Dunbar et al. | Dec 2004 | A1 |
20050002453 | Chang et al. | Jan 2005 | A1 |
20050009520 | Herrero et al. | Jan 2005 | A1 |
20050015259 | Thumpudi et al. | Jan 2005 | A1 |
20050015528 | Du | Jan 2005 | A1 |
20050016363 | Puryear | Jan 2005 | A1 |
20050024487 | Chen | Feb 2005 | A1 |
20050036759 | Lin et al. | Feb 2005 | A1 |
20050047503 | Han et al. | Mar 2005 | A1 |
20050050152 | Penner et al. | Mar 2005 | A1 |
20050066063 | Grigorovitch | Mar 2005 | A1 |
20050076039 | Ludwig et al. | Apr 2005 | A1 |
20050076136 | Cho | Apr 2005 | A1 |
20050084015 | Han et al. | Apr 2005 | A1 |
20050084166 | Boneh et al. | Apr 2005 | A1 |
20050105815 | Zhang et al. | May 2005 | A1 |
20050117641 | Xu et al. | Jun 2005 | A1 |
20050123058 | Greenbaum | Jun 2005 | A1 |
20050135484 | Lee | Jun 2005 | A1 |
20050157784 | Tanizawa et al. | Jul 2005 | A1 |
20050204385 | Sull et al. | Sep 2005 | A1 |
20050207734 | Howell | Sep 2005 | A1 |
20050234731 | Sirivara et al. | Oct 2005 | A1 |
20050234858 | Torii et al. | Oct 2005 | A1 |
20050246384 | Foehr et al. | Nov 2005 | A1 |
20050254508 | Aksu et al. | Nov 2005 | A1 |
20050254584 | Kim et al. | Nov 2005 | A1 |
20050267994 | Wong et al. | Dec 2005 | A1 |
20060015637 | Chung | Jan 2006 | A1 |
20060026294 | Virdi | Feb 2006 | A1 |
20060029065 | Fellman | Feb 2006 | A1 |
20060047779 | Deshpande | Mar 2006 | A1 |
20060062302 | Yin et al. | Mar 2006 | A1 |
20060088094 | Cieplinski | Apr 2006 | A1 |
20060126713 | Chou et al. | Jun 2006 | A1 |
20060136597 | Shabtai et al. | Jun 2006 | A1 |
20060156363 | Wu et al. | Jul 2006 | A1 |
20060165166 | Chou | Jul 2006 | A1 |
20060184697 | Virdi | Aug 2006 | A1 |
20060218264 | Ogawa et al. | Sep 2006 | A1 |
20060235883 | Krebs et al. | Oct 2006 | A1 |
20060242080 | Van Dyke et al. | Oct 2006 | A1 |
20060242315 | Nichols | Oct 2006 | A1 |
20060248570 | Witwer | Nov 2006 | A1 |
20060270404 | Tuohino et al. | Nov 2006 | A1 |
20060282540 | Tanimoto | Dec 2006 | A1 |
20060282566 | Virdi et al. | Dec 2006 | A1 |
20060288099 | Jefferson et al. | Dec 2006 | A1 |
20070006064 | Colle | Jan 2007 | A1 |
20070037599 | Tillet et al. | Feb 2007 | A1 |
20070038873 | Oliveira et al. | Feb 2007 | A1 |
20070058926 | Virdi | Mar 2007 | A1 |
20070078768 | Dawson | Apr 2007 | A1 |
20070081586 | Raveendran et al. | Apr 2007 | A1 |
20070083886 | Kauffman et al. | Apr 2007 | A1 |
20070097816 | Van Gassel | May 2007 | A1 |
20070100891 | Nee | May 2007 | A1 |
20070192789 | Medford | Aug 2007 | A1 |
20070198931 | Ono et al. | Aug 2007 | A1 |
20070204321 | Shen et al. | Aug 2007 | A1 |
20070274383 | Yu et al. | Nov 2007 | A1 |
20070276954 | Chan et al. | Nov 2007 | A1 |
20080022005 | Wu et al. | Jan 2008 | A1 |
20080037954 | Lee | Feb 2008 | A1 |
20080046939 | Lu et al. | Feb 2008 | A1 |
20080060029 | Park et al. | Mar 2008 | A1 |
20080086570 | Dey et al. | Apr 2008 | A1 |
20080091838 | Miceli | Apr 2008 | A1 |
20080172441 | Speicher | Jul 2008 | A1 |
20080195743 | Brueck et al. | Aug 2008 | A1 |
20080195744 | Bowra | Aug 2008 | A1 |
20080195761 | Jabri et al. | Aug 2008 | A1 |
20080201386 | Maharajh et al. | Aug 2008 | A1 |
20080211901 | Civanlar et al. | Sep 2008 | A1 |
20080256085 | Lee et al. | Oct 2008 | A1 |
20080312923 | Crinon et al. | Dec 2008 | A1 |
20090006538 | Risney et al. | Jan 2009 | A1 |
20090007171 | Casey et al. | Jan 2009 | A1 |
20090043657 | Swift et al. | Feb 2009 | A1 |
20090043906 | Hurst et al. | Feb 2009 | A1 |
20090049186 | Agnihotri et al. | Feb 2009 | A1 |
20090055417 | Hannuksela | Feb 2009 | A1 |
20090076904 | Serena | Mar 2009 | A1 |
20090089401 | Zhang et al. | Apr 2009 | A1 |
20090132356 | Booth et al. | May 2009 | A1 |
20090132599 | Soroushian et al. | May 2009 | A1 |
20090132721 | Soroushian et al. | May 2009 | A1 |
20090199236 | Barrett et al. | Aug 2009 | A1 |
20090254672 | Zhang | Oct 2009 | A1 |
20090279605 | Holcomb et al. | Nov 2009 | A1 |
20090282162 | Mehrotra et al. | Nov 2009 | A1 |
20090282475 | George et al. | Nov 2009 | A1 |
20090297123 | Virdi et al. | Dec 2009 | A1 |
20090300145 | Musayev et al. | Dec 2009 | A1 |
20090300203 | Virdi et al. | Dec 2009 | A1 |
20090300204 | Zhang et al. | Dec 2009 | A1 |
20090319681 | Freelander et al. | Dec 2009 | A1 |
20090328124 | Khouzam et al. | Dec 2009 | A1 |
20100011119 | Knowlton et al. | Jan 2010 | A1 |
20100058061 | Folta et al. | Mar 2010 | A1 |
20100080290 | Mehrotra | Apr 2010 | A1 |
20100114921 | Bocharov et al. | May 2010 | A1 |
20100135636 | Zhang et al. | Jun 2010 | A1 |
20100153988 | Takai et al. | Jun 2010 | A1 |
20100158101 | Wu et al. | Jun 2010 | A1 |
20100180011 | Sood et al. | Jul 2010 | A1 |
20100189183 | Gu et al. | Jul 2010 | A1 |
20100191974 | Dubhashi et al. | Jul 2010 | A1 |
20100235472 | Sood et al. | Sep 2010 | A1 |
20100235528 | Bocharov et al. | Sep 2010 | A1 |
Number | Date | Country |
---|---|---|
0397402 | Nov 1990 | EP |
0526163 | Feb 1993 | EP |
62 213 494 | Sep 1987 | JP |
6 078 298 | Mar 1994 | JP |
10 056 644 | Feb 1998 | JP |
2008-523687 | Jul 2008 | JP |
WO 0036753 | Jun 2000 | WO |
WO 2007058515 | May 2007 | WO |
Entry |
---|
Ribas Corbera et al., “Rate Control in DCT Video Coding for Low-Delay Communications,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 9, No. 1, pp. 172-185 (Feb. 1999). |
U.S. Appl. No. 60/341,674, filed Dec. 17, 2001, Lee et al. |
Advanced Television Systems Committee, “ATSC Standard: Digital Audio Compression (AC-3), Revision A,” pp. 1-140 (Aug. 2001). |
Agarwal et al., “Optimal Buffering Policy for Downloading Music in Heterogeneous Wireless Networks,” Wireless Communications and Networking Conference, vol. 1, pp. 337-341 (Mar. 17-21, 2002). |
Aksoy, “Wireless Thin Client Optimization for Multimedia Applications,” M.S. Thesis, 166 pp. (2000). |
Barker et al., “Dynamic Programming Based Smoothing of VBR Video Traffic,” 10 pp. (document marked Mar. 6, 2002). |
Baron et al, “Coding the Audio Signal,” Digital Image and Audio Communications, pp. 101-128 (1998). |
Beerends, “Audio Quality Determination Based on Perceptual Measurement Techniques,” Applications of Digital Signal Processing to Audio and Acoustics, Chapter 1, Ed. Mark Kahrs, Karlheinz Brandenburg, Kluwer Acad. Publ., pp. 1-38 (1998). |
Caetano et al., “Rate Control Strategy for Embedded Wavelet Video Coders,” Electronic Letters, pp. 1815-1817 (Oct. 14, 1999). |
Chang et al., “BubbleUp: Low Latency Fast-Scan for Media Servers,” Fifth ACM International Conference on Multimedia 1997, 12 pp. (Nov. 1997). |
Chavez et al., “Monitoring-Based Adaptive Overlay Streaming Media,” printed from http://www.eecs.berkeley.edu/Programs/ugrad/superb/papers2003/Brian%20Chavez.pdf on Aug. 12, 2008. |
Cheung et al., “A Comparison of Scalar Quantization Strategies for Noisy Data Channel Data Transmission,” IEEE Transactions on Communications, vol. 43, No. 2/3/4, pp. 738-742 (Apr. 1995). |
Crisafulli et al., “Adaptive Quantization: Solution via Nonadaptive Linear Control,” IEEE Transactions on Communications, vol. 41, pp. 741-748 (May 1993). |
Dai, “Rate-Distortion Analysis and Traffic Modeling of Scalable Video Coders,” Dissertation, Texas A&M University, 172 pp. (Dec. 2004). |
Dalgic et al., “Characterization of Quality and Traffic for Various Video Encoding Schemes and Various Encoder Control Schemes,” Technical Report No. CSL-TR-96-701 (Aug. 1996). |
De Luca, “AN1090 Application Note: STA013 MPEG 2.5 Layer III Source Decoder,” STMicroelectronics, 17 pp. (1999). |
de Queiroz et al., “Time-Varying Lapped Transforms and Wavelet Packets,” IEEE Transactions on Signal Processing, vol. 41, pp. 3293-3305 (1993). |
“DivX Multi Standard Video Encoder,” 2 pp. (Downloaded from the World Wide Web on Jan. 24, 2006). |
Doering, “Low-Cost, High-Impact Video Production Techniques for Laboratory Instructional Materials,” ASEE/IEEE Frontiers in Education Conference, Session F1C, pp. 14-18 (Oct. 2001.). |
Dolby Laboratories, “AAC Technology,” 4 pp. [Downloaded from the web site aac-audio.com on World Wide Web on Nov. 21, 2001]. |
Fraunhofer-Gesellschaft, “MPEG Audio Layer-3,” 4 pp. [Downloaded from the World Wide Web on Oct. 24, 2001]. |
Fraunhofer-Gesellschaft, “MPEG-2 AAC,” 3 pp. [Downloaded from the World Wide Web on Oct. 24, 2001]. |
Gibson et al, Digital Compression for Multimedia, Chapter 4, “Quantization,” pp. 113-138 (1998). |
Gibson et al., Digital Compression for Multimedia, Chapter 7, “Frequency Domain Coding,” Morgan Kaufman Publishers, Inc., pp. iii., v-xi, and 227-262 (1998). |
Gibson et al., Digital Compression for Multimedia, Chapter 8, “Frequency Domain Speech and Audio Coding Standards,” Morgan Kaufman Publishers, Inc., pp. 263-290 (1998). |
Gibson et al., Digital Compression for Multimedia, Chapter 11.4, “MPEG Audio,” Morgan Kaufman Publishers, Inc., pp. 398-402 (1998). |
Gibson et al., Digital Compression for Multimedia, Chapter 11.6.2-11.6.4, “More MPEG,” Morgan Kaufman Publishers, Inc., pp. 415-416 (1998). |
Gill et al., “Creating High-Quality Content with Microsoft Windows Media Encoder 7,” 4 pp. (2000). [Downloaded from the World Wide Web on May 1, 2002.]. |
Girod et al., “Advances in channel-adaptive video streaming,” Wireless Communications and Mobile Computing, 24 pp. (Sep. 2002). |
Guo et al., “P2Cast: Peer-to-peer Patching Scheme for VoD Service,” Proc. of the 12th International Conf. on World Wide Web, pp. 301-309 (2003). |
Guo et al., “Practical Wyner-Ziv Switching Scheme for Multiple Bit-Rate Video Streaming,” IEEE, pp. 249-252 (Sep. 2006). |
Herley et al., “Tilings of the Time-Frequency Plane: Construction of Arbitrary Orthogonal Bases and Fast Tiling Algorithms,” IEEE Transactions on Signal Processing, vol. 41, No. 12, pp. 3341-3359 (1993). |
He et al., “A Unified Rate-Distortion Analysis Framework for Transform Coding,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 11, No. 12, pp. 1221-1236 (Dec. 2001). |
Hsu et al., “Joint Selection of Source and Channel Rate for VBR Video Transmission Under ATM Policing Constraints,” IEEE Journal on Selected Areas in Communications, vol. 15, No. 6, pp. 1016-1028 (Aug. 1997). |
Hsu et al., “Rate Control for Robust Video Transmission over Burst-Error Wireless Channels,” IEEE Journal on Selected Areas of Communication, vol. 17, No. 5, pp. 756-773 (May 1999). |
Huang et al., “Adaptive Live Video Streaming by Priority Drop,” Proc. of the IEEE Conf. on Advanced Video and Signal Based Surveillance, pp. 342-347 (Jul. 21-22, 2003). |
Huang et al., “Optimal Coding Rate Control of Scalable and Multi Bit Rate Streaming Media,” Microsoft Research Technical Report, MSR-TR-2005-47, 26 pp. (Apr. 2005). |
Huang et al., “Optimal Control of Multiple Bit Rates for Streaming Media,” Proc. Picture Coding Symposium, 4 pp. (Dec. 2004). |
International Search Report and Written Opinion dated Mar. 22, 2010, from Application No. PCT/US2009/054081, 9 pp. |
ISO, “MPEG-4 Video Verification Model version 18.0,” ISO/IEC JTC1/SC29/WG11 N3908, Pisa, pp. 1-10, 299-311 (Jan. 2001). |
ISO/IEC, “Information Technology—Coding of Audio-Visual Objects: Visual, ISO/IEC 14496-2, Committee Draft,” 330 pp. (1998). |
ISO/IEC, “ISO/IEC 11172-2: Information Technology—Coding of Moving Pictures and Associated Audio for Storage Medua at up to About 1.5 Mbit/s,” 122 pp. (1993). |
ISO/IEC 11172-3, Information Technology—Coding of Moving Pictures and Associated Audio for Digital Storage Media at Up to About 1.5 Mbit/s—Part 3 Audio, 154 pp, (1993). |
ISO/IEC 13818-7, “Information Technology—Generic Coding of Moving Pictures and Associated Audio Information,” Part 7: Advanced Audio Coding (AAC), pp. i-iv, 1-145 (1997). |
ISO/IEC 13818-7, Technical Corrigendum 1, “Information Technology-Generic Coding of Moving Pictures and Associated Audio Information,” Part 7: Advanced Audio Coding (AAC), Technical Corrigendum, pp. 1-22 (1997). |
ITU-T, “ITU-T Recommendation H.261: Video Codec for Audiovisual Services at p x 64 kbits,” 28 pp. (1993). |
ITU-T, “ITU-T Recommendation H.262: Information Technology—Generic Coding of Moving Pictures and Associated Audio Information: Video,” 218 pp. (1995). |
ITU-T, “ITU-T Recommendation H.263: Video Coding for Low Bit Rate Communication,” 167 pp. (1998). |
ITU, Recommendation ITU-R BS 1115, Low Bit-Rate Audio Coding, 9 pp. (1994). |
ITU, Recommendation ITU-R BS 1387, Method for Objective Measurements of Perceived Audio Quality, 89 pp. (1998). |
Jafarkhani et al., “Entropy-Constrained Successively Refinable Scalar Quantization,” IEEE Data Compression Conference, pp. 337-346 (Mar. 1997). |
Jayant et al., Digital Coding of Waveforms, Principles and Applications to Speech and Video, Prentice Hall, pp. 428-445 (Mar. 1984). |
Jenkac et al., “On Video Streaming over Variable Bit-rate and Wireless Channels,” presented at Packet Video 2003, Nantes, France, Apr. 28-29, 2003, 11 pp. |
Jesteadt et al., “Forward Masking as a Function of Frequency, Masker Level, and Signal Delay,” Journal of Acoustical Society of America, vol. 71, pp. 950-962 (1982). |
Johansen, “Rate-Distortion Optimization for Video Communication in Resource Constrained IP Networks,” Thesis, Norwegian University of Science and Technology, 161 pp. (Dec. 2007). |
Joint Video Team of ISO/IEC MPEG and ITU-T VCEG, “Committee Draft of Joint Video Specification (ITU-T Recommendation H.264, ISO/IEC 14496-10 AVC,” 142 pp. (Aug. 2002). |
Kalman et al., “Rate-Distortion Optimized Video Streaming with Adaptive Playout,” Proc. Int'l Conf. on Image Processing, 4 pp (Jun. 2002). |
Kammin et al., “Video multiplexing for the MPEG-2 VBR encoder using a deterministic method,” Second Int'l Conf. on Automated Production of Cross Media Content for Multi-Channel Distribution, 8 pp. (Dec. 2006). |
Kondoz, Digital Speech: Coding for Low Bit Rate Communications Systems, “Chapter 3.3: Linear Predictive Modeling of Speech Signals,” and “Chapter 4: LPC Parameter Quantisation Using LSFs,” John Wiley & Sons, pp. 42-53 and 79-97 (1994). |
Li et al., “Optimal Linear Interpolation Coding for Server-Based Computing,” Proc. IEEE Int'l Conf. on Communications, 5 pp. (Apr. 2002). |
Lutfi, “Additivity of Simultaneous Masking,” Journal of Acoustic Society of America, vol. 73, pp. 262-267 (1983). |
Malvar, “Biorthogonal and Nonuniform Lapped Transforms for Transform Coding with Reduced Blocking and Ringing Artifacts,” IEEE Transactions on Signal Processing, Special Issue on Multirate Systems, Filter Banks, Wavelets, and Applications, vol. 46, 29 pp. (1998). |
Malvar, “Lapped Transforms for Efficient Transform/Subband Coding,” IEEE Transactions on Acoustics, Speech and Signal Processing, vol. 38, No. 6, pp. 969-978 (1990). |
Malvar, Signal Processing with Lapped Transforms, Artech House, Norwood, MA, pp. iv, vii-xi, 175-218, and 353-357 (1992). |
Matthias, “An Overview of Microsoft Windows Media Screen Technology,” 3 pp. (2000). [Downloaded from the World Wide Web on May 1, 2002.]. |
Microsoft TechNet, “Streaming Media Services Role,” 3 pp. (Jan. 2008). |
Mook, “Next-Gen Windows Media Player Leaks to the Web,” BetaNews, 17 pp. (Jul. 19, 2002) [Downloaded from the World Wide Web on Aug. 8, 2003]. |
Naveen et al., “Subband Finite State Scalar Quantization,” IEEE Transactions on Image Processing, vol. 5, No. 1, pp. 150-155 (Jan. 1996). |
OPTICOM GmbH, “Objective Perceptual Measurement,” 14 pp. [Downloaded from the World Wide Web on Oct. 24, 2001]. |
OPTX International, “OPTX Improves Technology-Based Training with ScreenWatch™ 3.0. Versatile Screen Capture Software Adds High Color and Live Webcast Support,” 1 p., document marked Feb. 15, 2001 [Downloaded from the World Wide Web on Sep. 22, 2005.]. |
OPTX International, “OPTX International Marks One Year Anniversary of Screen Watch With Release of New 2.0 Version,” 1 p. document marked May 16, 2000 [Downloaded from the World Wide Web on Sep. 22, 2005.]. |
OPTX International, “New ScreenWatch™ 4.0 Click and Stream™ Wizard From OPTX International Makes Workplace Communication Effortless,” 1 p., document marked Sep. 24, 2001 [Downloaded from the World Wide Web on Sep. 22, 2005.]. |
Ortega et al., “Adaptive Scalar Quantization Without Side Information,” IEEE Transactions on Image Processing, vol. 6, No. 5, pp. 665-676 (May 1997). |
Ortega, “Optimal bit allocation under multiple rate constraints,” Proc. of the Data Compression Conf., 10 pp. (Apr. 1996). |
Ortega et al., “Optimal Buffer-Constrained Source Quantization and Fast Approximations,” IEEE, pp. 192-195 (May 1992). |
Ortega et al., “Optimal Trellis-based Buffered Compression and Fast Approximation,” IEEE Transactions on Image Processing, vol. 3, No. 1, pp. 26-40 (Jan. 1994). |
Palmer et al., “Shared Desktop: A Collaborative Tool for Sharing 3-D Applications Among Different Window Systems,” Digital Tech. Journal, vol. 9, No. 3, pp. 42-49 (1997). |
Pao, “Encoding Stored Video for Streaming Applications,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 11, No. 2, pp. 199-209 (Feb. 2001). |
Phamdo, “Speech Compression,” 13 pp. [Downloaded from the World Wide Web on Nov. 25, 2001]. |
Printouts of FTP directories from http://ftp3.itu.ch, 8 pp. (downloaded from the World Wide Web on Sep. 20, 2005). |
Qazzaz et al., “Providing Interactive Video on Demand Services in Distributed Architecture,” 29th Proc. of the Euromicro Conf., pp. 215-222 (Sep. 1-6, 2003). |
Ramchandran et al., “Bit Allocation for Dependent Quantization with Applications to MPEG Video Coders,” IEEE, pp. v-381-v-384 (Apr. 1993). |
Ratnakar et al., “RD-OPT: An Efficient Algorithm for Optimizing DCT Quantization Tables,” IEEE, pp. 332-341 (Mar. 1995). |
Reader, “History of MPEG Video Compression—Ver. 4.0,” 99 pp. (document marked Dec. 16, 2003). |
Reed et al., “Constrained Bit-Rate Control for Very Low Bit-Rate Streaming-Video Applications,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 11, No. 7, pp. 882-889 (Jul. 2001). |
Reibman et al., “Constraints on Variable Bit-rate Video for ATM Networks,” IEEE Transactions on Circuits and Systems for Video Technology, No. 4, pp. 361-372 (Dec. 1992). |
Reibman et al., “Video Quality Estimation for Internet Streaming,” Int'l Conf. on World Wide Web, pp. 1168-1169 (2005). |
Rexford et al., “Online Smoothing of Live, Variable-Bit-Rate Video,” IEEE, pp. 235-243 (May 1997). |
Ronda et al., “Rate Control and Bit Allocation for MPEG-4,” IEEE Transactions on Circuits and Systems for Video Technology, pp. 1243-1258 (Dec. 1999). |
Schaar-Mitrea et al., “Hybrid Compression of Video with Graphics in DTV Communications Systems,” IEEE Trans. on Consumer Electronics, pp. 1007-1017 (2000). |
Shlien, “The Modulated Lapped Transform, Its Time-Varying Forms, and Its Applications to Audio Coding Standards,” IEEE Transactions on Speech and Audio Processing, vol. 5, No. 4, pp. 359-366 (Jul. 1997). |
Schulzrinne, “Operating System Issues for Continuous Media,” ACM Multimedia Systems, vol. 4, No. 5, 13 pp. (Mar. 1996). |
Schuster et al., “A Theory for the Optimal Bit Allocation Between Displacement Vector Field and Displaced Frame Difference,” IEEE J. on Selected Areas in Comm., vol. 15, No. 9, pp. 1739-1751 (Dec. 1997). |
Sheu et al., “A Buffer Allocation Mechanism for VBR Video Playback,” Communication Tech. Proc. 2000, WCC-ICCT 2000, vol. 2, pp. 1641-1644 (Aug. 2000). |
Sidiropoulos, “Optimal Adaptive Scalar Quantization and Image Compression,” ICIP, pp. 574-578 (Oct. 1998). |
Sjoberg et al., “Run-length Coding of Skipped Macroblocks,” ITU-T SG16/Q.6 VCEG-M57, pp. 1-5 (Apr. 2001). |
Solari, Digital Video and Audio Compression, Title Page, Contents, “Chapter 8:.Sound and Audio,” McGraw-Hill, Inc., pp. iii, v-vi, and 187-211 (1997). |
Srinivasan et al., “High-Quality Audio Compression Using an Adaptive Wavelet Packet Decomposition and Psychoacoustic Modeling,” IEEE Transactions on Signal Processing, vol. 46, No. 4, pp. 1085-1093 (Apr. 1998). |
Srinivasan et al., “Windows Media Video 9: Overview and Applications,” Signal Processing: Image Communication, vol. 19, pp. 851-875 (Oct. 2004). |
Sullivan, “Optimal Entropy Constrained Scalar Quantization for Exponential and Laplacian Random Variables,” ICASSP, pp. V-265-V-268 (Apr. 1994). |
Sullivan et al., “Rate-Distortion Optimazation for Video Compression,”IEEE Signal Processing Magazine, pp. 74-90 (Nov. 1998). |
Sullivan et al., “The H.264/AVC Advanced Video Coding Standard: Overview and Introduction to the Fidelity Range Extensions,” 21 pp. (Aug. 2004). |
Sun et al., “Seamless Switching of Scalable Video Bitstreams for Efficient Streaming,” IEEE Transactions on Multimedia, vol. 6, No. 2, pp. 291-303 (Apr. 2004). |
Tao et al., “Adaptive Model-driven Bit Allocation for MPEG Video Coding,” IEEE Transactions on Circuits and Systems for Video Tech., vol. 10, No. 1, pp. 147-157 (Feb. 2000). |
Techsmith Corporation, “Camtasia Feature of the Week: Quick Capture,” 2 pp. [Downloaded from the World Wide Web on May 9, 2002; document dated Jan. 4, 2001]. |
Techsmith Corporation, “Camtasia Screen Recorder SDK DLL API User Guide,” Version 1.0, 66 pp. (2001). |
Techsmith Corporation, “Camtasia v.3.0.1—readme.txt,” 19 pp. (Jan. 2002). |
Techsmith Corporation, “Techsmith Camtasia Screen Recorder SDK,” 2 pp. (2001). |
Terhardt, “Calculating Virtual Pitch,” Hearing Research, vol. 1, pp. 155-182 (1979). |
Trushkin, “On the Design on an Optimal Quantizer,” IEEE Transactions on Information Theory, vol. 39, No. 4, pp. 1180-1194 (Jul. 1993). |
Tsang et al., “Fuzzy based rate control for real-time MPEG video,” 12 pp. (Nov. 1998). |
Vetro et al., “An Overview of MPEG-4 Object-Based Encoding Algorithms,” IEEE International Symposium on Information Technology, pp. 366-369 (2001). |
Vicars-Harris, “An Overview of Advanced Systems Format,” 3 pp. (May 2003) [Downloaded from the World Wide Web on Mar. 16, 2004]. |
Walpole et al., “A Player for Adaptive MPEG Video Streaming over the Internet,” Proc. SPIE, vol. 3240, pp. 270-281 (Mar. 1998). |
Westerink et al., “Two-pass MPEG-2 Variable-bit-rate Encoding,” IBM J. Res. Develop., vol. 43, No. 4, pp. 471-488 (Jul. 1999). |
Wong, “Progressively Adaptive Scalar Quantization,” ICIP, pp. 357-360 (Sep. 1996). |
Wragg et al., “An Optimised Software Solution for an ARM Powered™ MP3 Decoder,” 9 pp. [Downloaded from the World Wide Web on Oct. 27, 2001]. |
Wu et al., “Entropy-Constrained Scalar Quantization and Minimum Entropy with Error Bound by Discrete Wavelet Transforms in Image Compression,” IEEE Transactions on Image Processing, vol. 48, No. 4, pp. 1133-1143 (Apr. 2000). |
Wu et al., “Joint estimation of forward and backward motion vectors for interpolative prediction of video,” IEEE Transactions on Image Processing, vol. 3, No. 5, pp. 684-687 (Sep. 1994). |
Wu et al., “Quantizer Monotonicities and Globally Optimally Scalar Quantizer Design,” IEEE Transactions on Information Theory, vol. 39, No. 3, pp. 1049-1053 (May 1993). |
Wu et al., “SMART: An Efficient, Scalable and Robust Streaming Video System,” EURASIP on Applied Signal Processing, vol. 2, 39 pp. (Feb. 2004). |
Yang et al., “Rate Control for Videophone Using Local Perceptual Cues,” IEEE Transactions on Circuits and Systems for Video Tech., vol. 15, No. 4, pp. 496-507 (Apr. 2005). |
Zhang et al., “Seamless Bit-Stream Switching in Multirate-Based Video Streaming Systems,” EURASIP Journal on Applied Signal Processing, pp. 1-11 (2006). |
Zheng et al., “Multimedia Over High Speed Networks: Reducing Network Requirements with Fast Buffer Fillup,” IEEE GLOBECOM-98, 6 pp. (Nov. 1998). |
Zwicker et al., Das Ohr als Nachrichtenempfanger, Title Page, Table of Contents, “I: Schallschwingungen,” Index, Hirzel-Verlag, Stuttgart, pp. iii, ix-xi, 1-26 and 231-232 (1967). |
Zwicker, Psychoakustik, Title Page, Table of Contents, “Teil I: Einfuhrung,” Index, Springer-Verlag, Berlin Heidelberg, New York, pp. ii, ix-xi, 1-30 and 157-162 (1982). |
Number | Date | Country | |
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20130124748 A1 | May 2013 | US |
Number | Date | Country | |
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61057759 | May 2008 | US | |
61057755 | May 2008 | US |
Number | Date | Country | |
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Parent | 12188087 | Aug 2008 | US |
Child | 13738859 | US |