Granted Patent
B2
US 12,547,819 · App. 18/755,362 · Granted Feb 10, 2026
Modular systems and methods for selectively enabling cloud-based assistive technologies
Inventors:
Sean D. Bradley (Tucson, AZ); Mark D. Baker (Marietta, GA); Jeffrey O. Jones (Roswell, GA); Kenny P. Hefner (Buchanan, GA); Adam Finkelstein (Alpharetta, GA); Douglas J. Gilormo (Cumming, GA); Taylor R. Bodnar (Tucson, AZ); David C. Pinckney (Roswell, GA); Charlie E. Blevins (Atlanta, GA); Helena Laymon (Duluth, GA); Trevor C. Jones (Kennesaw, GA); Damien M. Carrillo (Tucson, AZ)
Assignee:
AudioEye, Inc.
G06F40/14G06F16/22G06F16/951G06F16/9577G06F16/986G06F40/103G06F40/134G06F40/174G06F3/167G06F21/101G06F40/137G10L13/00
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Abstract
Systems and methods are disclosed for manually and programmatically remediating websites to thereby facilitate website navigation by people with diverse abilities. For example, an administrator portal is provided for simplified, form-based creation and deployment of remediation code, and a machine learning system is utilized to create and suggest remediations based on past remediation history. Voice command systems and portable document format (PDF) remediation techniques are also provided for improving the accessibility of such websites.
Claims (34)
1 . A computer-implemented method of programmatically assigning an accessible rich internet applications (ARIA) label to a web page element, the method comprising:
detecting an untagged element of a web page;
mapping the untagged element to a remediation, wherein the remediation comprises:
determining, by a computer system, a subject matter of the untagged element of the web page;
assigning, by the computer system, an ARIA label to the untagged element based on the determined subject matter of the untagged element, the ARIA label configured to alter code of the web page,
wherein the remediation comprises JavaScript; and
storing, by the computer system, the ARIA label in a storage medium,
wherein the computer system comprises a processor and a memory.
2 . The method of claim 1 , wherein the method is performed on a periodic basis.
3 . The method of claim 1 , wherein, the computing system comprises one or more computing systems.
4 . The method of claim 1 , wherein the untagged element comprises an image.
5 . The method of claim 1 , wherein the untagged element comprises a video.
6 . The method of claim 1 , wherein the subject matter of the untagged element is determined using an image recognition algorithm, wherein the image recognition algorithm operates on a remote computing system.
7 . The method of claim 6 , wherein the image recognition algorithm comprises an artificial intelligence algorithm.
8 . The method of claim 1 , wherein the code comprises a document object model (DOM) or HTML code.
9 . The method of claim 1 wherein the ARIA label comprises a text description of the untagged element.
10 . The method claim 1 wherein the untagged element comprises an image associated with one or more descriptive attributes that are erroneous.
11 . A computer-implemented method of programmatically assigning an accessible rich internet applications (ARIA) label to a web page element, the method comprising:
detecting a compliance issue on a web page, wherein the compliance issue comprises an untagged element;
applying, to the compliance issue, a remediation, wherein the remediation comprises:
locating, by a computing system, within code associated with the web page, the untagged element;
assigning, by the computing system, an ARIA label to the untagged element, the ARIA label configured to alter the code;
wherein the remediation comprises JavaScript; and
storing, by the computing system, the ARIA label,
wherein the computing system comprises a processor and a memory.
12 . The method of claim 11 , wherein the untagged element comprises an input field.
13 . The method of claim 11 , wherein the untagged element comprises a title element.
14 . The method of claim 11 , wherein the untagged element comprises an image.
15 . The method of claim 11 , wherein the untagged element comprises a video.
16 . The method claim 11 wherein the untagged element comprises an image associated with one or more descriptive attributes that are erroneous.
17 . The method of claim 11 , wherein the code comprises a document object model (DOM) or HTML code.
18 . The method of claim 11 , wherein the untagged element is lacking an adequate descriptive attribute when the untagged element is associated with an erroneous tag.
19 . The method of claim 11 , wherein the computing system comprises one or more computing systems.
20 . The method of claim 11 , wherein the ARIA label is generated using an artificial intelligence algorithm operating on a remote server.
Assignments (2)
ASSIGNMENT OF ASSIGNOR'S INTEREST
Recorded Jan 9, 2026
From: BRADLEY, SEAN D.; BAKER, MARK D.; JONES, JEFFREY O.; HEFNER, KENNY P.; FINKELSTEIN, ADAM; GILORMO, DOUGLAS J.; BODNAR, TAYLOR R.; PINCKNEY, DAVID C.; BLEVINS, CHARLIE E.; LAYMON, HELENA; JONES, TREVOR C.; CARRILLO, DAMIEN
To: AUDIOEYE, INC.
Reel/Frame 073428/0187 →
SECURITY INTEREST
Recorded Apr 1, 2025
From: AUDIOEYE, INC.
To: WESTERN ALLIANCE BANK
Reel/Frame 070694/0923 →
Continuity (10)
Continuation
15999116
· Aug 16, 2018
References Cited (400)
US 5918223A
· Blum et al.
· 1999
[cited by applicant]
US 5930752A
· Kawaguchi et al.
· 1999
[cited by applicant]
US 5991781A
· Nielsen
· 1999
[cited by applicant]
US 6092039A
· Zingher
· 2000
[cited by applicant]
US 6240448B1
· Imielinski et al.
· 2001
[cited by applicant]
US 6606374B1
· Rokoff et al.
· 2003
[cited by applicant]
US 6665642B2
· Kanevsky et al.
· 2003
[cited by applicant]
US 6742021B1
· Halverson et al.
· 2004
[cited by applicant]
US 6751544B2
· Hashimoto et al.
· 2004
[cited by applicant]
US 6880014B2
· Brown et al.
· 2005
[cited by applicant]
US 6934684B2
· Alpdemir et al.
· 2005
[cited by applicant]
US 6940953B1
· Eberle et al.
· 2005
[cited by applicant]
US 6944665B2
· Brown et al.
· 2005
[cited by applicant]
US 6959279B1
· Jackson et al.
· 2005
[cited by applicant]
US 7010581B2
· Brown et al.
· 2006
[cited by applicant]
US 7028306B2
· Boloker et al.
· 2006
[cited by applicant]
US 7106220B2
· Gourgey et al.
· 2006
[cited by applicant]
US 7124366B2
· Foreman et al.
· 2006
[cited by applicant]
US 7174293B2
· Kenyon et al.
· 2007
[cited by applicant]
US 7181692B2
· Siegel
· 2007
[cited by applicant]
US 7194411B2
· Slotznick et al.
· 2007
[cited by applicant]
US 7194752B1
· Kenyon et al.
· 2007
[cited by applicant]
US 7219136B1
· Danner et al.
· 2007
[cited by applicant]
US 7246058B2
· Burnett
· 2007
[cited by applicant]
US 7284255B1
· Apel et al.
· 2007
[cited by applicant]
US 7546531B2
· Celik
· 2009
[cited by applicant]
US 7653544B2
· Bradley et al.
· 2010
[cited by applicant]
US 7702674B2
· Hyder et al.
· 2010
[cited by applicant]
US 7810087B2
· O'Brien
· 2010
[cited by applicant]
US 7849448B2
· Yunus et al.
· 2010
[cited by applicant]
US 7966184B2
· Bradley et al.
· 2011
[cited by applicant]
US 8046229B2
· Bradley et al.
· 2011
[cited by applicant]
US 8055713B2
· Simske et al.
· 2011
[cited by applicant]
US 8090800B2
· Yee
· 2012
[cited by applicant]
US 8103956B2
· Trujillo
· 2012
[cited by applicant]
US 8255827B2
· Malik
· 2012
[cited by applicant]
US 8260616B2
· O'Conor et al.
· 2012
[cited by applicant]
US 8260903B2
· Ganesh et al.
· 2012
[cited by applicant]
US 8296150B2
· Bradley et al.
· 2012
[cited by applicant]
US 8321502B2
· Scoda
· 2012
[cited by applicant]
US 8438485B2
· Kulis et al.
· 2013
[cited by applicant]
US 8448084B2
· Brichter
· 2013
[cited by applicant]
US 8452600B2
· Fleizach
· 2013
[cited by applicant]
US 8516362B2
· Scoda
· 2013
[cited by applicant]
US 8527862B2
· Scoda et al.
· 2013
[cited by applicant]
US 8572549B2
· Ganesh et al.
· 2013
[cited by applicant]
US 8589169B2
· Bradley et al.
· 2013
[cited by applicant]
US 8589484B2
· Scoda
· 2013
[cited by applicant]
US 8613039B2
· Chen
· 2013
[cited by applicant]
US 8650474B2
· Scoda
· 2014
[cited by applicant]
US 8694319B2
· Bodin et al.
· 2014
[cited by applicant]
US 8769169B2
· Grieves et al.
· 2014
[cited by applicant]
US 8855423B2
· Boncyk et al.
· 2014
[cited by applicant]
US 8868638B2
· Scoda
· 2014
[cited by applicant]
US 8903978B2
· Zerr et al.
· 2014
[cited by applicant]
US 8935364B2
· Teraguchi
· 2015
[cited by applicant]
US 8983935B2
· Scoda
· 2015
[cited by applicant]
US 8984164B2
· Scoda
· 2015
[cited by applicant]
US 8990392B1
· Stamos
· 2015
[cited by applicant]
US 9003423B1
· Rodriguez et al.
· 2015
[cited by applicant]
US 9009784B2
· Chen et al.
· 2015
[cited by applicant]
US 9146675B2
· Chen et al.
· 2015
[cited by applicant]
US 9208783B2
· Ativanichayaphong et al.
· 2015
[cited by applicant]
US 9268753B2
· Hendry et al.
· 2016
[cited by applicant]
US 9275023B2
· Scoda
· 2016
[cited by applicant]
US 9311281B2
· Scoda
· 2016
[cited by applicant]
US 9319244B2
· Taylor et al.
· 2016
[cited by applicant]
US 9356574B2
· Denninghoff
· 2016
[cited by applicant]
US 9384183B2
· Kasa et al.
· 2016
[cited by applicant]
US 9473592B2
· Scoda
· 2016
[cited by applicant]
US 9489131B2
· Seymour et al.
· 2016
[cited by applicant]
US 9514238B2
· Blitzstein
· 2016
[cited by applicant]
US 9547633B2
· Scoda
· 2017
[cited by applicant]
US 9569795B1
· Shin et al.
· 2017
[cited by applicant]
US 9575624B2
· Voorhees et al.
· 2017
[cited by applicant]
US 9632800B1
· Chorley et al.
· 2017
[cited by applicant]
US 9715557B2
· Kim et al.
· 2017
[cited by applicant]
US 9727660B2
· Barrell et al.
· 2017
[cited by applicant]
US 9736245B2
· Scoda
· 2017
[cited by applicant]
US 9736524B2
· Aravamudan et al.
· 2017
[cited by applicant]
US 9767487B2
· Schechter et al.
· 2017
[cited by applicant]
US 9811602B2
· Dewar et al.
· 2017
[cited by applicant]
US 9846572B2
· Scoda
· 2017
[cited by applicant]
US 9846686B2
· Scoda
· 2017
[cited by applicant]
US 9865261B2
· Goenka et al.
· 2018
[cited by applicant]
US 9875671B2
· Gharpure et al.
· 2018
[cited by applicant]
US 9876776B2
· Scoda
· 2018
[cited by applicant]
US 9971636B2
· Scoda et al.
· 2018
[cited by applicant]
US 9996613B2
· Jadhav et al.
· 2018
[cited by applicant]
US 20020003547A1
· Wang
· 2002
[cited by applicant]
US 20020007379A1
· Wang
· 2002
[cited by applicant]
US 20020010584A1
· Schultz et al.
· 2002
[cited by applicant]
US 20020010715A1
· Chinn et al.
· 2002
[cited by applicant]
US 20020023020A1
· Kenyon et al.
· 2002
[cited by applicant]
US 20020065658A1
· Kanevsky et al.
· 2002
[cited by applicant]
US 20020074396A1
· Rathus et al.
· 2002
[cited by applicant]
US 20020122053A1
· Dutta
· 2002
[cited by applicant]
US 20020124020A1
· Janakiraman et al.
· 2002
[cited by applicant]
US 20020124025A1
· Janakiraman et al.
· 2002
[cited by applicant]
US 20020156799A1
· Markel et al.
· 2002
[cited by applicant]
US 20020158903A1
· Janakiraman et al.
· 2002
[cited by applicant]
US 20020194388A1
· Boloker et al.
· 2002
[cited by applicant]
US 20020198705A1
· Burnett
· 2002
[cited by applicant]
US 20030033434A1
· Kavacheri et al.
· 2003
[cited by applicant]
US 20030098803A1
· Gourgey et al.
· 2003
[cited by applicant]
US 20030115546A1
· Dubey et al.
· 2003
[cited by applicant]
US 20030140097A1
· Schloer
· 2003
[cited by applicant]
US 20030158737A1
· Csicsatka
· 2003
[cited by applicant]
US 20040002808A1
· Hashimoto et al.
· 2004
[cited by applicant]
US 20040006478A1
· Alpdemir et al.
· 2004
[cited by applicant]
US 20040056882A1
· Foreman et al.
· 2004
[cited by applicant]
US 20040128136A1
· Irani
· 2004
[cited by applicant]
US 20040148568A1
· Springer
· 2004
[cited by applicant]
US 20040218451A1
· Said et al.
· 2004
[cited by applicant]
US 20040254988A1
· Rodriguez
· 2004
[cited by applicant]
US 20050160065A1
· Seeman
· 2005
[cited by applicant]
US 20050195077A1
· McCulloch et al.
· 2005
[cited by applicant]
US 20080133500A1
· Edwards et al.
· 2008
[cited by applicant]
US 20080168049A1
· Gao et al.
· 2008
[cited by applicant]
US 20080235564A1
· Erol et al.
· 2008
[cited by applicant]
US 20090319927A1
· Beeman et al.
· 2009
[cited by applicant]
US 20100114578A1
· Yuen et al.
· 2010
[cited by applicant]
US 20100166165A1
· Langseth et al.
· 2010
[cited by applicant]
US 20100205523A1
· Lehota et al.
· 2010
[cited by applicant]
US 20110252356A1
· Morris
· 2011
[cited by applicant]
US 20110295623A1
· Behringer et al.
· 2011
[cited by applicant]
US 20110307855A1
· Scoda et al.
· 2011
[cited by applicant]
US 20120116872A1
· Hicken et al.
· 2012
[cited by applicant]
US 20120239405A1
· O'Conor et al.
· 2012
[cited by applicant]
US 20120240045A1
· Bradley et al.
· 2012
[cited by applicant]
US 20130305139A1
· Scoda
· 2013
[cited by applicant]
US 20140047337A1
· Bradley et al.
· 2014
[cited by applicant]
US 20140149447A1
· Scoda
· 2014
[cited by applicant]
US 20140365860A1
· Spielberg et al.
· 2014
[cited by applicant]
US 20150113410A1
· Bradley et al.
· 2015
[cited by applicant]
US 20150156084A1
· Kaminsky
· 2015
[cited by applicant]
US 20160004628A1
· Gugri
· 2016
[cited by applicant]
US 20160306784A1
· Bradley et al.
· 2016
[cited by applicant]
US 20180075488A1
· Celik et al.
· 2018
[cited by applicant]
US 20180239516A1
· Scoda
· 2018
[cited by applicant]
US 20180293504A1
· Meruva et al.
· 2018
[cited by applicant]
US 20200257847A1
· El-Rayes
· 2020
[cited by examiner]
CA 2773088A1
· 2011
[cited by applicant]
CA 2800723A1
· 2011
[cited by applicant]
CA 2800790A1
· 2011
[cited by applicant]
CA 2807320A1
· 2012
[cited by applicant]
CA 2811207A1
· 2012
[cited by applicant]
CA 2816336A1
· 2012
[cited by applicant]
CA 2816338A1
· 2012
[cited by applicant]
CA 2821769A1
· 2012
[cited by applicant]
CA 2839013A1
· 2013
[cited by applicant]
CA 2861602A1
· 2013
[cited by applicant]
CA 2824861A1
· 2014
[cited by applicant]
CA 2834466A1
· 2014
[cited by applicant]
CA 2843938A1
· 2014
[cited by applicant]
CA 2845279A1
· 2014
[cited by applicant]
CA 2848175A1
· 2014
[cited by applicant]
CA 2855420A1
· 2015
[cited by applicant]
CA 2858590A1
· 2015
[cited by applicant]
CA 2868162A1
· 2015
[cited by applicant]
CA 2947402A1
· 2015
[cited by applicant]
CA 2958235A1
· 2016
[cited by applicant]
CA 2963393A1
· 2016
[cited by applicant]
CA 2716635C
· 2016
[cited by applicant]
CA 2944659A1
· 2017
[cited by applicant]
CA 2951659A1
· 2017
[cited by applicant]
CA 2839006C
· 2017
[cited by applicant]
CA 2732540C
· 2018
[cited by applicant]
EP 2738696A1
· 2014
[cited by applicant]
EP 2656303A4
· 2014
[cited by applicant]
EP 2778975A1
· 2014
[cited by applicant]
EP 2787454A1
· 2014
[cited by applicant]
EP 2827261A1
· 2015
[cited by applicant]
EP 2851813A1
· 2015
[cited by applicant]
EP 2732385A4
· 2015
[cited by applicant]
EP 2869222A1
· 2015
[cited by applicant]
EP 2363995B1
· 2015
[cited by applicant]
EP 2807578A4
· 2015
[cited by applicant]
EP 2724253A4
· 2016
[cited by applicant]
EP 2580699A4
· 2016
[cited by applicant]
EP 2580686A4
· 2016
[cited by applicant]
EP 2638683B1
· 2017
[cited by applicant]
EP 3156919A1
· 2017
[cited by applicant]
EP 3185145A1
· 2017
[cited by applicant]
EP 2638681B1
· 2017
[cited by applicant]
EP 2606436A4
· 2017
[cited by applicant]
EP 2778976B1
· 2017
[cited by applicant]
EP 3140733A4
· 2017
[cited by applicant]
EP 2616962A4
· 2018
[cited by applicant]
EP 2476063A4
· 2018
[cited by applicant]
EP 3195136A4
· 2018
[cited by applicant]
EP 3204874A4
· 2018
[cited by applicant]
EP 2724251B1
· 2018
[cited by applicant]
WO WO2001075678
· 2001
[cited by applicant]
WO WO2006065877
· 2006
[cited by applicant]
WO WO2009111251A1
· 2009
[cited by applicant]
WO WO2011031868A1
· 2011
[cited by applicant]
WO WO2011156739A2
· 2011
[cited by applicant]
WO WO2011156743A2
· 2011
[cited by applicant]
WO WO2012024380A3
· 2012
[cited by applicant]
WO WO2012064857A3
· 2012
[cited by applicant]
WO WO2012088326A9
· 2012
[cited by applicant]
WO WO2012064856A3
· 2012
[cited by applicant]
WO WO2012036833A9
· 2012
[cited by applicant]
WO WO2012178167A3
· 2013
[cited by applicant]
WO WO2013003455A3
· 2013
[cited by applicant]
WO WO2013112285A1
· 2013
[cited by applicant]
WO WO2013184273
· 2013
[cited by applicant]
WO WO2014040080A1
· 2014
[cited by applicant]
WO WO2015171228A1
· 2015
[cited by applicant]
WO WO2016032602A1
· 2016
[cited by applicant]
WO WO2016057092A1
· 2016
[cited by applicant]
WO WO2017161008
· 2017
[cited by applicant]
U.S. Appl. No. 16/991,392, filed Aug. 12, 2020, Bradley et al.
[cited by applicant]
U.S. Appl. No. 16/991,381, filed Aug. 12, 2020, Bradley et al.
[cited by applicant]
U.S. Appl. No. 16/991,434, filed Aug. 12, 2020, Bradley et al.
[cited by applicant]
U.S. Appl. No. 16/991,505, filed Aug. 12, 2020, Bradley et al.
[cited by applicant]
U.S. Appl. No. 16/991,578, filed Aug. 12, 2020, Bradley et al.
[cited by applicant]
Alor-Hernandez et al., “Towards Dynamic Representation of Rich Internet Applications through Web Service Invocation,” 2009 Second International Conference on Advances in Human-Oriented and Personalized Mechanisms, Techn…
[cited by applicant]
Al Oudat et al., “A Survey of Image Retrieval Techniques for Search Engine”, International Journal of Scientific & Engineering Research, Jul. 2015, vol. 6, Issue 7, pp. 1868-1888.
[cited by applicant]
Amalfitano et al., “An Interactive Approach for the Reverse Engineering of Rich Internet Application User Interfaces,” 2010 Fifth International Conference on Internet and Web Applications and Services, Barcelona, Spain,…
[cited by applicant]
Asakawa et al., “Annotation-Based Transcoding for Nonvisual Web Access”, In Proceedings of the 4th ACM Conference on Assistive Technologies, Assets 2000, Arlington, Virginia, USA, (Nov. 13-15, 2000), pp. 172-179.
[cited by applicant]
Berners-Lee et al., “RFC 1738: Uniform Resource Locators (URL)”, Proposed Standard—Dec. 1994; in 29 pages.
[cited by applicant]
Bigham et al., “WebInSight: Making Web Images Accessible”, Proceedings of the 8th International ACM SIG Access Conference on Computers and Accessibility, 2006, pp. 181-188.
[cited by applicant]
Bigham, “Increasing Web Accessibility by Automatically Judging Alternative Text Quality”, 12th International Conference on Intelligent User Interfaces, IUI 2007, Honolulu, Hawaii, USA, pp. 349-352, alleged to be availab…
[cited by applicant]
Bureau of Internet Accessibility [BOIA] “History of the Web Content Accessibility Guidelines (WCAG)”, dated May 6, 2019 in 4 pages; alleged to be available at: https://www.boia.org/blog/history-of-the-web-content-access…
[cited by applicant]
Brunet et al., “Accessibility requirements for systems design to accommodate users with vision impairments”, IBM Systems Journal, 2005, 44(3): 445-466.
[cited by applicant]
Clarifai, Inc., “Bring the Future into Focus with our World Class Visual Recognition System”, May 15, 2015 WayBackMachine Date; in 4 pages.
[cited by applicant]
Cundiff C., Alt Text Bot, DevPost (updated Jul. 3, 2015), alleged to be available at: https://devpost.com/software/alt-text- bot-hgzu, downloaded Apr. 8, 2021 in 6 pages.
[cited by applicant]
Dove, CamFind Launches CloudSight API for Multiplatform Visual Search Functionality, The Next Web alleged to be available at https://thenextweb.com/creativity /2015/02/24/camfind- launches-cloudsight-api-for-multiplatfo…
[cited by applicant]
Fielding et al., “Hypertext Transfer Protocol—HTTP/1.1”, Network Working Group; The Internet Society (1999) in 4 pages.
[cited by applicant]
Le Hégaret P. et al., What is the Document Object Model? (Apr. 9, 2002), available at https://www.w3.org/TR/2002/WD-DOM-Level-3-Core-20020409/introduction.html; 8 pages.
[cited by applicant]
Iaccarino et al., “Personalizable Edge Services for Web Accessibility”, Univ Access Inf Soc, Jun. 2007, pp. 285-306 https://doi.org/10.1007/s10209-007-0091-y.
[cited by applicant]
Introduction to XML and XML with JAVA, Nov. 8, 2005, originally available at http://totheriver.com/learn/XML/xmltutorial.html in 27 pages.
[cited by applicant]
Image Searcher, Inc., “CamFind—The First Visual Search Engine Goes Social”, PR Newswire Apr. 16, 2015 in 5 pages; alleged to be available at https://www.pmewswire.com/news-releases/camfind---the- first-visual-search-eng…
[cited by applicant]
Janakiram, MSV, Google Cloud Vision API Delivers Sophisticated Image Recognition Service to Developers, Forbes Magazine alleged to be available at: https://www.forbes.com/sites/janakirammsv/2015/12/03/google-cloud-visio…
[cited by applicant]
JAVA, “XML Processing” (2004), available at https://web.mit.edu/java_v1.5.0_22/distrib/share/docs/guide/xml/jaxp/index.html, in 3 pages.
[cited by applicant]
JAVA2 Platform Standard Edition 5.0 API Specification, downloaded on Aug. 29, 2022; available at https://web.mit.edu/java_v1.5.0_22/distrib/share/docs/api/index.html, in 5 pages.
[cited by applicant]
JAVA2 Platform Standard Edition 5.0 API Specification, downloaded on Sep. 1, 2022; available at https://web.mit.edu/java_v1.5.0_22/distrib/share/docs/api/index.html, in 9 pages.
[cited by applicant]
Kar S., AlchemyAPI Releases API based AI Image Processing AlchemyVision, SiliconAngle, May 20, 2014; alleged to be available at https://siliconangle.com/2014/05/20/alchemyapi-releases- api-based-ai-image-processing-alch…
[cited by applicant]
Kneser et al., “Toward Knowledge-Enhanced Viewing Using Encyclopedias And Model-Based Segmentation”, Proc. SPIE 7260, Medical Imaging 2009: Computer-Aided Diagnosis, 72601D; doi: 10.1117/12.811587 in 10 pages.
[cited by applicant]
Maeda et al., “Web accessibility technology at the IBM Tokyo Research Laboratory”, IBM Journal of Research and Development, Nov. 2004, 48(5/6): 735-749 http://dialog.proquest.com/professional/docview/220685504?accountid…
[cited by applicant]
Nguyen et al., “Learning to Extract Form Labels”, Very Large Data Base Conference (VLDB), Aug. 24-30, 2008 Auckland, New Zealand in 11 pages.
[cited by applicant]
Novet J., “How Stephen Wolfram's Image-Recognition Tool Performs Against 5 Alternatives”, VentureBeat alleged to be available at https://venturebea t.com/2015/05/16/how-stephen-wolframs-image-recognition-tool-pefrorms-a…
[cited by applicant]
Sato et al., “Accessibility Evaluation based on Machine Learning Technique”, Oct. 22-25, 2006, Portland, Oregon, USA, ACM, in 2 pages (Year: 2006).
[cited by applicant]
Scale, “CSS: Cascading Style Sheets / MDN”, last updated Jun. 11, 2022, available at https://developer.mozilla.org/en-us/docs/WebCSS/transform-function/scale, in 5 pages.
[cited by applicant]
Schiavone et al., “An extensible environment for guideline-based accessibility evaluation of dynamic Web applications”, Univ Access Inf Soc., Jan. 2015, 22 pages.
[cited by applicant]
Sensus Internet Browser, printed from www/sensus.dk/sibl0uk.htm on Jul. 23, 2002.
[cited by applicant]
Shadi et al., “Artificial Intelligence for Web Accessibility—Conformance Evaluation as a Way Forward?”, Apr. 23-25, 2018, Lyon, France, ACM, pp. 5 (Year: 2018) in 5 pages.
[cited by applicant]
Takagi et al., Collaborative web accessibility improvement: challenges and possibilities. In Proceedings of the 11th International ACM SIGACCESS Conference on Computers and Accessibility, Oct. 25, 2009; pp. 195-202.
[cited by applicant]
Venugopalan et al., “Sequence to Sequence—Video to Text”, Computer Vision Foundation IEEE Xplore, In Proceedings of the IEEE International Conference on Computer Vision (ICCV), 2015, pp. 4534-4542.
[cited by applicant]
W3C, “HTML 4.0 Specification” [Excerpts]; W3C Recommendation, revised on Apr. 24, 1998 downloaded from http://www.w3.org/TR/1998/REC-html40-19980424/ in 20 pages.
[cited by applicant]
W3C, “Document Object Model (DOM) Level 1 Specification v1.0”, W3C Recommendation Oct. 1, 1998 (“W3C DOM”) in 169 pages.
[cited by applicant]
W3C, “Web Content Accessibility Guidelines (WCAG) v1.0”, W3C Recommendation, May 5, 1999 in 34 pages.
[cited by applicant]
W3C, “HTML Techniques for Web Content Accessibility Guidelines 1.0”, W3C Note, Nov. 6, 2000 in 56 pages.
[cited by applicant]
W3C, “Techniques for Web Content Accessibility Guidelines 1.0”, W3C Note (WCAG Techniques v1.0) Nov. 6, 2000, in 23 pages.
[cited by applicant]
W3C, “Web Content Accessibility Guidelines (WCAG) v2.0” (WCAG 2.0), W3C Recommendation, Dec. 11, 2008, in 29 pages.
[cited by applicant]
W3C, “Supported States and Properties”, Chapter 6 in Accessible Rich Internet Applications 1.0; WayBackMachine Jan. 14, 2015, available at https://web.archive.org/web/20150114075748/http://www.w3.org/TR/wai-aria/states_…
[cited by applicant]
W3C, “Mobile Accessibility: How WCAG 2.0 and Other W3C/WAI Guidelines Apply to Mobile”, W3CFirst Public Working Draft Feb. 26, 2015; alleged to be available at: https://www.w3.org /TR/mobile-accessibility-mapping/ in 14…
[cited by applicant]
W3C, “Web Accessibility Evaluation Tools List”, downloaded May 10, 2021; alleged to be available at: https://www.w3.org /TR/mobile- accessibility-mapping/ in 23 pages.
[cited by applicant]
W3C, “Introduction to Web Accessibility”, Last visited Aug. 31, 2021, available at: https://www.w3.org/WAl/fundamentals/accessibility-intro/, in 8 pages.
[cited by applicant]
W3C, “Introduction to Web Accessibility”, Web Accessibility Initiative (WAI) available at https://www.w3.org/WAl/fundamentals/accessibility-intro/ downloaded Dec. 4, 2021 in 6 pages.
[cited by applicant]
W3C, “W3C Accessibility Standards Overview”, Web Accessibility Initiative (WAI) available at https://www.w3.org/WAl/standards-guidelines/ downloaded Dec. 4, 2021 in 5 pages.
[cited by applicant]
W3C, Accessible Rich Internet Applications (WAI-ARIA) 1.0 (2014) available at https://www.w3.org/TR/wai-aria-1.0/states_and_properties in 32 pages.
[cited by applicant]
W3C, A vocabulary and associated APIs for HTML and Xhtml W3C (Working Draft) Apr. 5, 2011; available at https://www.w3.org/TR/2011/WD-HTM15-20110405/, in 19 pages.
[cited by applicant]
W3C, “Cascading Style Sheets, level 2 CSS2 Specification”, May 12, 1998; available at https://www.w3.org/TR/1998/REC-CSS2-19980512/Overview.html, in ?? Pages.
[cited by applicant]
W3C, “Package.org.w3c.dom: Interface for DOM”; (2004) originally available at https://web.mit.edu/java_v1.5.0_22/distrib/share/docs/api/org/w3c/dom/package-summary-html, in 3 pages.
[cited by applicant]
W3C, “5.1.2 Request-URI” part of Hypertext Transfer Protocol—HTTP/1.1., available at https://www.w3.org/Protocols/rfc2616/rfc2616-sec5.html, in 3 pages.
[cited by applicant]
W3C, “The ALT-server (An eye for an alt)”, Jul. 1997-Jan. 1998), originally available at https://www.23.org/WAI/altserv.htm, in 9 pages.
[cited by applicant]
W3SCHOOLS.com, “HTML Global Hidden Attribute”, WayBackMachine Jan. 15, 2015, available at https://web.archive.org/web/20150115050246/http://www.w3schools.com/tags/att_global_hidden.asp in 4 pages.
[cited by applicant]
W3SCHOOLS.com, “HTML <input> name Attribute”, WayBackMachine Jan. 15, 2015, available at https://web.archive.org/web/20150115063533/http://www.w3schools.com/tags/att_input_name.asp in 4 pages.
[cited by applicant]
W3SCHOOLS.com, “HTML <input> placeholder Attribute”, WayBackMachine Jan. 15, 2015, available at https://web.archive.org/web/20150115063535/http://www.w3schools.com/tags/att_input_placeholder.asp in 4 pages.
[cited by applicant]
W3SCHOOLS.com, “HTML <p> Tag”, WayBackMachine Jan. 15, 2015, available at https://web.archive.org/web/20150115043456/http://www.w3schools.com/tags/tag_p.asp in 4 pages.
[cited by applicant]
W3SCHOOLS.com, “HTML <span> Tag”, WayBackMachine Jan. 15, 2015, available at https://web.archive.org/web/20150115043512/http://www.w3schools.com/tags/tag_span.asp in 4 pages.
[cited by applicant]
W3SCHOOLS.com, “HTML Input Types”, WayBackMachine Jan. 15, 2015, available at https://web.archive.org/web/20150115041345/http://www.w3schools.com/html/html_form_input_types.asp in 11 pages.
[cited by applicant]
W3SCHOOLS.com, “CSS transform property”, downloaded on Jan. 9, 2022; available at https://www.w3schools.com/cssref/css3_pr_transform.asp in 8 pages.
[cited by applicant]
WEBVISUM-1, Jul. 7, 2008, originally available at http:/www.webvisum.com, in 2 pages.
[cited by applicant]
WebVisum-2, “Review of the WebVisum Firefox extension”; Jul. 3, 2008, originally available at http:/www.marcozehe.de/2008/07/03/review-of-the-webvisum-firefox-extension/, currently availabe at http://web.archive.org/web…
[cited by applicant]
Zoom, “CSS: Cascading Style Sheets / MDN”, last updated Aug. 30, 2022; available at https://developer.mozilla.org/en-us/docs/Web/CSS/zoom in 5 pages.
[cited by applicant]
European Search Report and Written Opinion of EP 17767449.6 dated Oct. 15, 2019 in 10 pages.
[cited by applicant]
International Preliminary Report on Patentability dated Jan. 25, 2019 for International Application No. PCT/US2017/022542 in 36 pages.
[cited by applicant]
International Search Report and Written Opinion of PCT/US17/22542 dated Jun. 20, 2017 in 10 pages.
[cited by applicant]
International Search Report and Written Opinion of PCT/US2019/046361 dated Dec. 5, 2019 in 17 pages.
[cited by applicant]
[cited by applicant]
[cited by applicant]
[cited by applicant]
[cited by applicant]
[cited by applicant]
[cited by applicant]
[cited by applicant]
[cited by applicant]
[cited by applicant]
[cited by applicant]
[cited by applicant]
[cited by applicant]
[cited by applicant]
[cited by applicant]
Petition for Inter Partes Review of U.S. Pat. No. 10,444,934 filed May 12, 2021 in 90 pages.
[cited by applicant]
Declaration of Scott Delman dated Apr. 27, 2021 in support of Petition for IPR review of U.S. Pat. No. 10,444,934 in 2 pages.
[cited by applicant]
Declaration of Dr. James Fogarty dated May 12, 2021 in support of Petition for Inter Partes Review of U.S. Pat. No. 10,444,934 in 158 pages.
[cited by applicant]
Petition for Inter Partes Review of U.S. Pat. No. 10,809,877 filed Dec. 1, 2021 in 89 pages.
[cited by applicant]
Declaration of Dr. Sylvia Hall-Ellis dated Nov. 10, 2021 in support of Petition for Inter Partes Review of U.S. Pat. No. 10,809,877 in 24 pages.
[cited by applicant]
Declaration of Dr. James Fogarty dated Nov. 30, 2021 in support of Petition for Inter Partes Review of U.S. Pat. No. 10,809,877 in 124 pages.
[cited by applicant]
Petition for Inter Partes Review of U.S. Pat. No. 10,845,946 filed Dec. 7, 2021 in 102 pages.
[cited by applicant]
Declaration of Dr. Sylvia Hall-Ellis dated Dec. 3, 2021 in support of Petition for Inter Partes Review of U.S. Pat. No. 10,845,946 in 33 pages.
[cited by applicant]