The subject matter disclosed herein relates to a method for managing video playback for users during video streaming. More specifically, a method and apparatus for using a server to generate per-user manifest file updates for controlling video playback is disclosed.
Video streaming allows video content to be delivered to a video player via the internet. The video content is a video signal generated by a content provider for distribution to video consumers. The video signal may be provided in an uncompressed file format, such as a serial digital interface (SDI) format, or in a compressed format, such as a Moving Picture Experts Group (MPEG) file format or Transport Stream (TS) file format. The video signal is sent to an encoder which converts the file into a live streaming signal. The live streaming signal is preferably a segmented data stream that may be transmitted using standard Hypertext Transport Protocol (HTTP) over the internet. The live streaming signal may include multiple streams, where each stream may have a different data rate and/or different resolution.
Two common formats for the live streaming signal include HTTP Live Streaming (HLS) implemented by Apple® and MPEG-Dynamic Adaptive bitrate Streaming over HTTP (MPEG-DASH) implemented, for example, by web browsers such as Chrome®, Microsoft Edge®, and Firefox®. In addition to the segmented data stream, the encoder generates a manifest file. The manifest file contains information for a video player to play the segmented data stream such as the data rate and resolution of each stream and a playlist providing an address from which the video content may be retrieved. Historically, the encoder has generated a single manifest file for each encoded video signal, where the manifest file is distributed along with the streaming signal.
The live streaming signal and the manifest file are stored in one or more Content Delivery Networks (CDN). Each CDN includes a number of edge servers which store the streaming signal and manifest file until requested by a video player. When the streaming signal is provided to multiple CDNs, the CDNs may be in different geographic locations, such as the West Coast, East Coast, or Midwest. Each video player may select a CDN based, among other things, on its geographic proximity in order to reduce transmission latencies.
The video player may be any suitable electronic device to receive the streaming signal such as a desktop computer, a television, a laptop computer, a tablet, or a mobile phone. A user initiates a request to view desired video content on the video player. The video player includes video management software executing on the video player which has knowledge of the address of the CDN and which may provide a list of video content stored on the CDN to the user. After the user has selected a desired video, the video player, in turn, requests that the video content be transmitted from the CDN.
As is further known to those skilled in the art, it is often desirable to enforce logic rules for distribution of video content which may impact a user's experience. For example, it may be desirable to allow a user to view requested video content for a predetermined amount of time, such as 120 seconds, before then being required to view advertising or other alternative content. Also, it may be desirable to inhibit a user's ability to skip such alternative content if the user has already viewed a predetermined amount of the requested video content, or conversely, allow the user to skip the alternative content if the user has not viewed the predetermined amount of requested video content. Also, it may be desirable to allow a user to skip the alternative content if the user is seeking to go back and replay a previously viewed portion of the requested video content.
However, these logic rules for distribution of video content can be complex to implement and enforce, particularly given the variety of possible configurations that exist for video players. As a result, there is a need to improve the implementation of such logic rules across the widest variety of video players possible.
The subject matter disclosed herein describes an apparatus and method for managing video playback for users during video streaming. In one aspect, a server may be used to generate manifest files and updates to video players requesting video content. As a result, instead of relying on each video player to enforce logic rules for distribution of the video content, the manifest files and updates may be used to enforce the logic rules on a wider variety of video player configurations. In addition, the manifest files and updates may be provided unique to each video player. Consequently, the manifest files and updates may further provide customized user experiences despite the same video content being requested.
According to one embodiment of the present disclosure a system for managing video playback is disclosed. The system includes a manifest server configured to communicate with a video player and a content delivery network. The manifest server executes a program stored in a non-transient medium to receive a request from a video player for playing a video stream. Upon receiving the request, the manifest server communicates with a content delivery network to obtain a first manifest file containing information for allowing a video player to play the video stream. The manifest server modifies the first manifest file to produce a second manifest file unique to the video player having the request, where the second manifest file contains information for allowing the video player to play the video stream according to a rule that is added to the second manifest file.
According to other aspects of the disclosure, the rule may direct the video player to play alternative content in addition to playing the video stream. Optionally, the rule may direct the video player to play the alternative content before playing the video stream or the rule may direct the video player to play the alternative content after playing a predetermined amount of the video stream. According to still another option, the rule may inhibit the video player from skipping the alternative content.
According to still other aspects of the disclosure, the second manifest file may include a session identifier for identifying a connection between the manifest server and the video player having the request. The method may include modifying the second manifest file to produce an updated second manifest file unique to the video player having the request, where the updated second manifest file contains information for allowing the video player to play the video stream according to the rule and a second request from the video player. The second request may be to seek forward or backward in the video stream, and the manifest server may compare the second request to a view history of the video player to produce the updated second manifest file.
According to another embodiment of the disclosure, a method for managing video playback using a manifest server configured to communicate with a video player and a content delivery network is disclosed. The method receives a request from a video player for playing a video stream and upon receiving the request, communicates with a content delivery network to obtain a first manifest file containing information for allowing a video player to play the video stream. The first manifest file is modified to produce a second manifest file unique to the video player having the request, where the second manifest file contains information for allowing the video player to play the video stream according to a rule that is added to the second manifest file.
These and other objects, advantages, and features of the disclosure will become apparent to those skilled in the art from the detailed description and the accompanying drawings. It should be understood, however, that the detailed description and accompanying drawings, while indicating various embodiments of the present disclosure, are given by way of illustration and not of limitation. Many changes and modifications may be made within the scope of the present disclosure without departing from the spirit thereof, and the disclosure includes all such modifications.
Various embodiments of the subject matter disclosed herein are illustrated in the accompanying drawings in which like reference numerals represent like parts throughout, and in which:
In describing the various embodiments of the disclosure which are illustrated in the drawings, specific terminology will be resorted to for the sake of clarity. However, it is not intended that the disclosure be limited to the specific terms so selected and it is understood that each specific term includes all technical equivalents which operate in a similar manner to accomplish a similar purpose. For example, the word “connected,” “attached,” or terms similar thereto are often used. They are not limited to direct connection but include connection through other elements where such connection is recognized as being equivalent by those skilled in the art.
The various features and advantageous details of the subject matter disclosed herein are explained more fully with reference to the non-limiting embodiments described in detail in the following description.
Turning initially to
In addition to the segmented data stream, the encoder generates a manifest file. The manifest file contains information for a video player 122 to play the segmented data stream such as the data rate and resolution of each stream and a playlist providing an address from which the video content may be retrieved. The encoder 114 generates a single manifest file for each encoded video signal, where the manifest file is distributed along with the streaming signal 116 and stored on a CDN 118. Each CDN 118 includes a number of edge servers 120 which store the encoded video signal 116 and manifest file until playback of the video content is requested by a video player 122. Although the embodiment illustrated in
As further shown in
Turning next to
At block 134, a user 125 then requests playback of a desired video segment on the video player 122. The video player 122 may be any suitable electronic device to receive the streaming signal 116 such as a desktop computer, a television, a laptop computer, a tablet, Wi-Fi enabled device connected to a video screen, or a mobile phone. At block 136, the video player 122, in turn, requests a manifest file from the manifest server 124 in order to retrieve the information necessary to play the requested video content. With reference also to
When the video player 122 requests the manifest file from the manifest server 124 a connection is established between the devices. A session identifier is also generated to identify the connection. The session identifier may be generated by the video player 122 or the manifest server 124. For purposes of illustration, it will be assumed that the session identifier is generated by the video player 122. The session identifier is transmitted to the manifest server 124 by the video player 122 when requesting a manifest file. The manifest server 124 then requests the manifest file from the CDN 118 at block 138. At block 140, the CDN 118 returns the manifest file to the manifest server 124.
Because the manifest server 124 has established a connection with video player 122, it may customize the manifest file prior to returning the manifest file to the video player 122 and provide a unique manifest file to each video player 122. Without the manifest server 124, the video player 122 retrieves the manifest file directly from the CDN 118 and the content of the manifest file is the same for all users. However, because the manifest server 124 is providing a unique manifest file to each player, the manifest file may include identifying information of the video player 122, the user 125 of the video player, or a combination thereof. Further, the manifest file may be modified to include content specific for the user 125.
According to one embodiment of the disclosure, the manifest server 124 is configured to generate a unique per-user manifest file (and updates) for the video player 122. The manifest file from the manifest server 124 may reflect logic rules which may be desirable to enforce for distribution of the video content to the user 125. For example, a video manifest file may be modified by the manifest server 124 to enforce logic rules requiring viewing alternative content, such as commercial advertisements, at the video player 122 at a very start of the streaming signal 116, or logic rules requiring inhibiting an ability of the user 125 to skip such alternative content if the user 125 has already viewed a predetermined amount of the streaming signal 116, or conversely, logic rules allowing the user 125 to skip the alternative content if the user 125 has not viewed the predetermined amount of the streaming signal 116. Accordingly, the manifest server 124 may generate a customized manifest file for the video player 122 which stitches together requested video content and alternative content into a single video stream according to predetermined logic rules desired to be enforced.
For example, referring briefly to
Referring again to
The manifest server 124 may use the view history to enforce logic rules for each video player. For example, logic rules may require a first amount of alternative content, such as advertisement, be viewed by users at a first subscription level and may require a second amount of alternative content be viewed by users at a second subscription level. When the video player 122 establishes a connection with the manifest server 124, the appropriate logic rules for the connection are determined based, for example, on a user name or device identification provided from the video player to the manifest server. The video player 122 is unable to distinguish between alternative content and the requested content based on the playlist provided in the manifest file. Therefore, the manifest server updates the playlist in the manifest file to enforce the logic rules associated with each connection.
Having received the manifest file from the manifest server 124, at block 144, either the enhanced video player module 129 or the native video player module 128 executes the modified video signal 116′ in a single video stream. The manifest file will have the address of the CDN 118 as containing the segmented video content. Therefore, the video player 122 can start retrieving the video content from the CDN. The video player 122 repeatedly requests the next segment in the playlist from the CDN 118 and the CDN 118 returns the requested segment according to the modified video signal 116′.
Referring again to
For example, referring briefly to
Optionally, the manifest server 124 may enforce logic rules by inhibiting seek operations. For example, if the logic rules require viewing of two alternative content segments (e.g., a1, a2) prior to viewing requested video content, the initial playlist in the manifest file may add the two alternative content segments at the beginning as shown in the modified video stream 116′. If a user initiates a seek forward operation, the enhanced video player module 129 again transmits the request to the manifest server 124. The manifest server 124 may discard or ignore the seek forward operation until the view history indicated that the required alternative content has been viewed. It is, therefore, one aspect of the disclosure that a server-side assisted method may be used to enforce logic rules for video view experiences by enforcing such rules in video manifest files delivered to video players. Individual video manifest files may be updated to enforce such rules unique to each video player as desired.
According to another aspect of the disclosure, the manifest server 124 may record a user's viewing history from multiple devices to enforce the logic rules. For example, a user may begin watching a requested video stream 116 on a first video player 122. The manifest server 124 generates the per-user manifest file including a playlist for the modified video stream 116′ according to the logic rules associated with the user. The manifest server 124 records the view history from the first video player 122 associated with the user and the requested video stream 116. The user may stop viewing the video stream 116 on the first device and later resume watching the video stream 116 on a second video player 122. If both video players are associated with the user, the manifest server 124 has the view history of the user stored and may begin playback on the second video player 122 according to the logic rules and the prior viewing history. Thus, a server-side assisted device hand over may allow hand over video status and/or user status information from one device to another device. When a user hands over video playback from one device to another device, such as from a smart phone to a television, the viewing history and associated user experiences may transfer to the other device.
In one aspect of the disclosure, a server-side assisted method may be used to enforce logic rules for video view experiences by enforcing such rules in video manifest files delivered to video players. Individual video manifest files may be updated to enforce such rules unique to each video player as desired.
According to another aspect of the disclosure, a video manifest file may be modified by a server to include video segments which video viewing logic rules dictate. For example, logic rules may dictate modifying the manifest file to insert alternative content, such as commercial advertisements, at a very start of the video stream. Each time a user plays a video, the video player may obtain an updated manifest file from the server. The server may individually track the status of video players and their user view experiences, such as for how much time a current video may have been played by a user, among other things.
According to another aspect of the disclosure, video seek operations may be performed per-user via a manifest file delivery service provided by a server which returns manifest files to users enforcing logic rules which do not allow skipping of alternative content. As a result, if a user seeks to advance forward or backward in video stream, instead of the video player seeking forward or backward, the video player may request a manifest file update from the server.
According to another aspect of the disclosure, a software layer may be provided for the video player to provide, among other things, video content length, current play position, and location of alternative content, when a corresponding manifest file does not contain one or more of such segments. This may hide complexity in total length computations and accurate seek position determinations in the event that a manifest file contains only partial segments. In one aspect, content length may include strictly requested video content and not alternative content.
According to another aspect of the disclosure, a server side assisted device hand over may be provided to hand over video status and/or user status information from one device to another device. A per-user device manipulator may keep track of user status and/or video status, and when a user hands over video streaming from one device to another device, such as from a smart phone to a media player connected to a television, all user experiences may also transfer to the other device.
Portions of the disclosed embodiment are described herein as being implemented on various physical devices, including, but not limited to the video player 122, the manifest server 124, the encoder 114, or the edge server 120 within a CDN 118. It would be understood by one skilled in the art that these devices may include processing devices, such as a single microprocessor, multiple microprocessors, co-processors, application specific integrated circuits (ASICs), or multiple computing devices operating separately, in tandem, or a combination thereof. Further, each of these devices includes storage which may be include transitory storage, non-transitory storage, or a combination thereof. The storage may include memory devices such as random access memory (RAM), read-only memory (ROM), solid state memory, and the like. The storage may further include devices configured to read removable storage medium such as CD-ROMs, DVDs, floppy disks, universal serial bus (USB) devices, memory cards, and the like. The processing devices may be configured to read and execute instructions stored in non-transitory storage to perform various operations in the methods described herein.
It should be understood that the disclosure is not limited in its application to the details of construction and arrangements of the components set forth herein. The disclosure is capable of other embodiments and of being practiced or carried out in various ways. Variations and modifications of the foregoing are within the scope of the present disclosure. It also being understood that the technology disclosed and defined herein extends to all alternative combinations of two or more of the individual features mentioned or evident from the text and/or drawings. All of these different combinations constitute various alternative aspects of the present disclosure. The embodiments described herein explain the best modes known for practicing the disclosure and will enable others skilled in the art to utilize the disclosure.
This application is a continuation application of co-pending U.S. patent application Ser. No. 15/590,955, filed May 9, 2017, which claims priority to U.S. Provisional Patent Application No. 62/334,157, filed on May 10, 2016, which are herein incorporated by reference.
Number | Name | Date | Kind |
---|---|---|---|
5442744 | Piech et al. | Aug 1995 | A |
5513260 | Ryan | Apr 1996 | A |
5577135 | Grajski et al. | Nov 1996 | A |
5659613 | Copeland et al. | Aug 1997 | A |
5668603 | Copeland | Sep 1997 | A |
5721788 | Powell et al. | Feb 1998 | A |
5883959 | Kori | Mar 1999 | A |
5917943 | Washizawa | Jun 1999 | A |
6018374 | Wrobleski | Jan 2000 | A |
6026189 | Greenspan | Feb 2000 | A |
6173275 | Caid et al. | Jan 2001 | B1 |
6373960 | Conover et al. | Apr 2002 | B1 |
6381367 | Ryan | Apr 2002 | B1 |
6404925 | Foote et al. | Jun 2002 | B1 |
6438275 | Martins et al. | Aug 2002 | B1 |
6539395 | Gjerdingen et al. | Mar 2003 | B1 |
6711293 | Lowe | Mar 2004 | B1 |
6774917 | Foote et al. | Aug 2004 | B1 |
6785815 | Serret-Avila et al. | Aug 2004 | B1 |
6937766 | Wilf et al. | Aug 2005 | B1 |
6975746 | Davis et al. | Dec 2005 | B2 |
6975755 | Baumberg | Dec 2005 | B1 |
7043019 | Tehranchi et al. | May 2006 | B2 |
7055169 | Delpuch et al. | May 2006 | B2 |
7167574 | Kim | Jan 2007 | B2 |
7177470 | Jasinschi et al. | Feb 2007 | B2 |
7185201 | Rhoads et al. | Feb 2007 | B2 |
7218754 | Schumann et al. | May 2007 | B2 |
7272240 | Goldberg et al. | Sep 2007 | B2 |
7298930 | Erol et al. | Nov 2007 | B1 |
7325013 | Caruso | Jan 2008 | B2 |
7421376 | Caruso et al. | Sep 2008 | B1 |
7650361 | Wong et al. | Jan 2010 | B1 |
8099508 | Mao et al. | Jan 2012 | B2 |
8160366 | Nakamura et al. | Apr 2012 | B2 |
8200021 | Iwamoto et al. | Jun 2012 | B2 |
8234350 | Gu et al. | Jul 2012 | B1 |
8515212 | Bengio et al. | Aug 2013 | B1 |
8515241 | Forsyth et al. | Aug 2013 | B2 |
8607283 | Civanlar et al. | Dec 2013 | B2 |
8677428 | Lewis et al. | Mar 2014 | B2 |
8887215 | Fisher | Nov 2014 | B2 |
8943215 | Patten et al. | Jan 2015 | B2 |
9015151 | Margulis et al. | Apr 2015 | B1 |
9066115 | Cherry et al. | Jun 2015 | B1 |
9066138 | Kraiman et al. | Jun 2015 | B1 |
9084030 | Nijim et al. | Jul 2015 | B1 |
9167278 | Sinha et al. | Oct 2015 | B2 |
9448619 | Kerns | Sep 2016 | B1 |
9491499 | Wagenaar et al. | Nov 2016 | B2 |
9552356 | Edwards | Jan 2017 | B1 |
9613042 | Joseph et al. | Apr 2017 | B1 |
9654817 | Li et al. | May 2017 | B2 |
10104137 | Salomons | Oct 2018 | B2 |
10148716 | Joseph et al. | Dec 2018 | B1 |
10306208 | Hosea | May 2019 | B2 |
10595054 | Turgut et al. | Mar 2020 | B2 |
10785508 | Haritaoglu et al. | Sep 2020 | B2 |
20020159641 | Whitney et al. | Oct 2002 | A1 |
20020178447 | Plotnick et al. | Nov 2002 | A1 |
20030005454 | Rodriguez et al. | Jan 2003 | A1 |
20030033347 | Bolle et al. | Feb 2003 | A1 |
20030045954 | Weare et al. | Mar 2003 | A1 |
20030151621 | McEvilly et al. | Aug 2003 | A1 |
20030195883 | Mojsilovic et al. | Oct 2003 | A1 |
20030229900 | Reisman | Dec 2003 | A1 |
20040022447 | Mukhopadhyay et al. | Feb 2004 | A1 |
20040085339 | Divakaran et al. | May 2004 | A1 |
20040221237 | Foote et al. | Nov 2004 | A1 |
20040260786 | Barile | Dec 2004 | A1 |
20050041159 | Nakamura et al. | Feb 2005 | A1 |
20050125368 | Akahori | Jun 2005 | A1 |
20050155063 | Bayrakeri | Jul 2005 | A1 |
20050251532 | Radhakrishnan et al. | Nov 2005 | A1 |
20050262245 | Menon et al. | Nov 2005 | A1 |
20050278736 | Steelberg et al. | Dec 2005 | A1 |
20050289347 | Ovadia | Dec 2005 | A1 |
20060029253 | Pace | Feb 2006 | A1 |
20060101060 | Li et al. | May 2006 | A1 |
20060111801 | Weare et al. | May 2006 | A1 |
20060271973 | Jerding et al. | Nov 2006 | A1 |
20060279628 | Fleming | Dec 2006 | A1 |
20060291690 | Roberts | Dec 2006 | A1 |
20070025606 | Gholap et al. | Feb 2007 | A1 |
20070121997 | Harmanci | May 2007 | A1 |
20070128899 | Mayer | Jun 2007 | A1 |
20070143493 | Mullig | Jun 2007 | A1 |
20070157231 | Eldering et al. | Jul 2007 | A1 |
20070171580 | Nishimura | Jul 2007 | A1 |
20070180466 | Ando | Aug 2007 | A1 |
20070217676 | Grauman et al. | Sep 2007 | A1 |
20070253594 | Lu et al. | Nov 2007 | A1 |
20070282898 | Stark et al. | Dec 2007 | A1 |
20080027931 | Lu et al. | Jan 2008 | A1 |
20080040807 | Lu et al. | Feb 2008 | A1 |
20080123976 | Coombs et al. | May 2008 | A1 |
20080166057 | Nakajima | Jul 2008 | A1 |
20080186413 | Someya et al. | Aug 2008 | A1 |
20080271080 | Gossweiler et al. | Oct 2008 | A1 |
20090074235 | Lahr et al. | Mar 2009 | A1 |
20090089838 | Pino, Jr. et al. | Apr 2009 | A1 |
20090113512 | Collet et al. | Apr 2009 | A1 |
20090193473 | Moon et al. | Jul 2009 | A1 |
20090204901 | Dharmaji et al. | Aug 2009 | A1 |
20090324026 | Kletter | Dec 2009 | A1 |
20100138865 | Rai et al. | Jun 2010 | A1 |
20100162330 | Herlein et al. | Jun 2010 | A1 |
20100299438 | Zimmerman et al. | Nov 2010 | A1 |
20110078551 | Zhang et al. | Mar 2011 | A1 |
20110191692 | Walsh et al. | Aug 2011 | A1 |
20110219035 | Korsunsky et al. | Sep 2011 | A1 |
20110314493 | Lemire et al. | Dec 2011 | A1 |
20120089910 | Cassidy | Apr 2012 | A1 |
20120159337 | Travilla et al. | Jun 2012 | A1 |
20120166289 | Gadoury | Jun 2012 | A1 |
20120173753 | Moorthy | Jul 2012 | A1 |
20120216121 | Lin et al. | Aug 2012 | A1 |
20120240176 | Ma et al. | Sep 2012 | A1 |
20120275597 | Knox et al. | Nov 2012 | A1 |
20120278725 | Gordon | Nov 2012 | A1 |
20130060911 | Nagaraj et al. | Mar 2013 | A1 |
20130163758 | Swaminathan et al. | Jun 2013 | A1 |
20130195204 | Reznik et al. | Aug 2013 | A1 |
20130219178 | Xiques et al. | Aug 2013 | A1 |
20130219425 | Swartz | Aug 2013 | A1 |
20130227074 | Odlund | Aug 2013 | A1 |
20130291002 | Rothschild et al. | Oct 2013 | A1 |
20130311780 | Besehanic | Nov 2013 | A1 |
20140029922 | Goldfeder et al. | Jan 2014 | A1 |
20140095890 | Mangalore et al. | Apr 2014 | A1 |
20140115060 | Kim et al. | Apr 2014 | A1 |
20140136661 | Handa | May 2014 | A1 |
20140173660 | Correa et al. | Jun 2014 | A1 |
20140176299 | Kumar et al. | Jun 2014 | A1 |
20140181656 | Kumar et al. | Jun 2014 | A1 |
20140201334 | Wang et al. | Jul 2014 | A1 |
20140229970 | Besehanic | Aug 2014 | A1 |
20140259051 | Strein et al. | Sep 2014 | A1 |
20140280781 | Gregotski | Sep 2014 | A1 |
20140282772 | Chen et al. | Sep 2014 | A1 |
20140337904 | Panje | Nov 2014 | A1 |
20150058709 | Zaletel | Feb 2015 | A1 |
20150074232 | Phillips et al. | Mar 2015 | A1 |
20150113021 | Martin | Apr 2015 | A1 |
20150172342 | Yin | Jun 2015 | A1 |
20150208103 | Guntur et al. | Jul 2015 | A1 |
20150312299 | Chen | Oct 2015 | A1 |
20150346832 | Cole et al. | Dec 2015 | A1 |
20150365622 | Ushiyama | Dec 2015 | A1 |
20150365725 | Belyaev | Dec 2015 | A1 |
20150382042 | Wagenaar et al. | Dec 2015 | A1 |
20160065946 | Cole et al. | Mar 2016 | A1 |
20160080470 | Shanson | Mar 2016 | A1 |
20160080810 | Dutta et al. | Mar 2016 | A1 |
20160100224 | Nordstrom | Apr 2016 | A1 |
20160127260 | Gordon | May 2016 | A1 |
20160127440 | Gordon | May 2016 | A1 |
20160134910 | Davis et al. | May 2016 | A1 |
20160149699 | Gauda | May 2016 | A1 |
20160173961 | Coan et al. | Jun 2016 | A1 |
20160198202 | Van Brandenburg et al. | Jul 2016 | A1 |
20160224799 | Uzun et al. | Aug 2016 | A1 |
20160227228 | Pomeroy et al. | Aug 2016 | A1 |
20160227279 | Fang et al. | Aug 2016 | A1 |
20160292728 | Kang | Oct 2016 | A1 |
20160316233 | Ghadi et al. | Oct 2016 | A1 |
20160328396 | Rajapakse | Nov 2016 | A1 |
20160337704 | Binder et al. | Nov 2016 | A1 |
20170024098 | Doherty | Jan 2017 | A1 |
20170064400 | Riegel et al. | Mar 2017 | A1 |
20170070758 | Phillips et al. | Mar 2017 | A1 |
20170085933 | Czeck, Jr. et al. | Mar 2017 | A1 |
20170148057 | Parameshwar | May 2017 | A1 |
20170150190 | Tarbox et al. | May 2017 | A1 |
20170155973 | Muller | Jun 2017 | A1 |
20170171580 | Hirsch et al. | Jun 2017 | A1 |
20170280181 | Ramaley | Sep 2017 | A1 |
20170302753 | Larumbe et al. | Oct 2017 | A1 |
20170308681 | Gould et al. | Oct 2017 | A1 |
20170353516 | Gordon | Dec 2017 | A1 |
20180063594 | Alexander et al. | Mar 2018 | A1 |
20180139507 | Toksoz et al. | May 2018 | A1 |
Number | Date | Country |
---|---|---|
101325687 | Dec 2008 | CN |
101356820 | Jan 2009 | CN |
101589617 | Nov 2009 | CN |
101689184 | Mar 2010 | CN |
103155571 | Jun 2013 | CN |
103491457 | Jan 2014 | CN |
3916025 | May 2007 | JP |
4150951 | Sep 2008 | JP |
0115451 | Mar 2001 | WO |
2006122320 | Nov 2006 | WO |
2007148290 | Dec 2007 | WO |
2015148513 | Oct 2015 | WO |
Entry |
---|
D. G. Lowe, “Object Recognition from Local Scale-Invariant Features”, in International Conference on Computer Vision, vol. 2, 1999, pp. 1-8. |
K. Mihcak and R. Venkatesan, “Blind Image Watermarking Via Derivation and Quantization of Robust Semi-Global Statistics”, in IEEE International Conference on Acoustics, Speech and Signal Processing, 2002, (4 pages). |
T. Lindeberg, “Feature Detection with Automatic Scale Selection”, International Journal of Computer Vision, vol. 30, No. 2, 1998, pp. 1-51. |
A. Andoni and P. Indyk, “Near-Optimal Hashing Algorithms for Approximate Nearest Neighbor in High Dimensions”, in Proceedings of the Symposium on Foundations of Computer Science, Jan. 2006, 10 pages. |
A. Joly, O. Buisson and C. Frelicot, “Content-based Copy Retrieval using Distortion-based Probabilistic Similarity Search”, IEEE Transactions on Multimedia, vol. 9, No. 2, p. 1-14, Feb. 2007. |
J. Matas, O. Chum, M. Urban, T. Pajdla, “Robust Wide Baseline Stereo from Maximally Stable Extremal Regions”, in British Machine Vision Conference., 2002, pp. 384-393. |
K. Mikolajczyk and C. Schmid, “Indexing based on scale invariant interest points”, in Proc. ICCV, 2001, 7 pages. |
Chinese Patent Application No. 201780011326.6, Office Action dated Mar. 9, 2020, 6 pages. |
Chinese Patent Application No. 201780011328.5, Office Action dated Mar. 9, 2020, 8 pages. |
Chinese Patent Application No. 201780011291.6, Office Action dated Sep. 29, 2021, 22 pages. |
Partial European search report for European Patent Application No. 22174193.7, dated Sep. 9, 2022, 16 pages. |
Pantos R: “HTTP Live Streaming Draft-Pantos-HTTP-Livestreaming-00”, Internet Citation, May 1, 2009 (May 1, 2009), pp. 1-17, XP002606603. |
Summons to Attend Oral Proceedings for European Patent Application No. 17725050.3, dated May 12, 2023, 9 pages. |
China Notification on the Grant of Patent Right for Invention for Application No. 202110187393.1, dated Apr. 21, 2023, 7 pages. |
Number | Date | Country | |
---|---|---|---|
62334157 | May 2016 | US |
Number | Date | Country | |
---|---|---|---|
Parent | 15590955 | May 2017 | US |
Child | 17013370 | US |