IP Library › Granted Patent US 12,488,551
Granted Patent B2
US 12,488,551 · App. 18/740,713 · Granted Dec 2, 2025

Augmented reality beauty product tutorials

Inventors: Christine Barron (Los Angeles, CA); Virginia Drummond (Venice, CA); Jean Luo (Seattle, WA); Alek Matthiessen (Marina Del Rey, CA); Celia Nicole Mourkogiannis (Los Angeles, CA); Jonathan Solichin (Arcadia, CA); Olesia Voronova (Santa Monica, CA)
Assignee: Snap Inc.
G06T19/20G06T7/20G06T7/90G06T19/006G06T2207/30201G06T2219/2012G06T2219/2016
View Patent ↗
Loading inventors, assignments & file history…
Monitor This Case
Get email alerts when status or documents change.
Order Certified Copies
Most orders are placed with the USPTO same day — all within 24 business hours.
Order via The Patent Place →
Pre-filled with this patent's details
Quick Facts
Patent No.
US 12,488,551
App. No.
18/740,713
Granted
Dec 2, 2025
Kind
B2
Abstract

Systems, methods, and computer readable media for augmented reality beauty product tutorials. Methods disclose determining from live images of an augmented reality (AR) tutorial effects, the effects indicating changes to the live images of a presenter of the AR tutorial from a beauty product being applied to a body part of the presenter. The methods further comprising determining from the live images motion, the motion indicating motion of the beauty product from the beauty product being applied to the body part of the presenter and storing the effects and the motion.

Claims (42)

1 . A system comprising:

at least one processor;

at least one computer screen coupled to the at least one processor;

at least one memory including instructions that, when executed by the at least one processor, cause the system to perform operations comprising:

accessing a beauty product tutorial comprising effects from applying a beauty product and indications of motion of the beauty product, the indications of motion of the beauty product indicating the motion used in applying the beauty product;

processing live images of a user to add the effects and the indications of motion of the beauty product; and

displaying the beauty product tutorial and the processed live images so that the effects are displayed simultaneously on a first portion of a computer screen with corresponding effects of the beauty product tutorial on a second portion of the computer screen.

2 . The system of claim 1 , wherein the beauty product tutorial further comprises pre-recorded images of a presenter applying the beauty product to a body part of the presenter.

3 . The system of claim 2 , wherein the operations further comprise:

determining the body part based on stored images of body parts.

4 . The system of claim 2 , wherein the operations further comprise:

determining the effects based on changes to the pre-recorded images of the presenter from the beauty product being applied to the body part of the presenter; and

determining, based on the effects, the indications of motion of the beauty product indicating the motion used by the presenter in applying the beauty product.

5 . The system of claim 4 , wherein the indications of motion are further determined based on a predetermined color of the beauty product.

6 . The system of claim 4 , wherein the effects are further determined based on a predetermined color of the beauty product.

7 . The system of claim 4 , wherein the effects are determined based on comparing successive images of the presenter.

8 . The system of claim 4 , wherein the effects and the determined indications of motion are stored to indicate changes from a first image of the live images to a second image of the live images.

9 . The system of claim 1 , wherein the operations further comprise:

determining from the beauty product tutorial a body part of a presenter; and

adjusting the processed live images of the user to zoom in on the body part of the user.

10 . The system of claim 1 , wherein the effects are determined using a neural network.

11 . The system of claim 1 , wherein the processing the live images of the user to add the effects further comprises:

modifying the effects in accordance with a position of a body part of the user.

12 . The system of claim 1 , wherein the beauty product tutorial comprises a number of steps, and wherein the operations further comprise:

proceeding to a next step based on input received from the user.

13 . A method comprising:

accessing a beauty product tutorial comprising effects from applying a beauty product and indications of motion of the beauty product, the indications of motion of the beauty product indicating the motion used in applying the beauty product;

processing live images of a user to add the effects and the indications of motion of the beauty product; and

displaying the beauty product tutorial and the processed live images so that the effects are displayed simultaneously on a first portion of a computer screen with corresponding effects of the beauty product tutorial on a second portion of the computer screen.

14 . The method of claim 13 , wherein the beauty product tutorial further comprises pre-recorded images of a presenter applying the beauty product to a body part of the presenter.

15 . A non-transitory computer-readable medium comprising instructions, which when executed by one or more processors, cause the one or more processors to perform operations comprising:

accessing a beauty product tutorial comprising effects from applying a beauty product and indications of motion of the beauty product, the indications of motion of the beauty product indicating the motion used in applying the beauty product;

processing live images of a user to add the effects and the indications of motion of the beauty product; and

displaying the beauty product tutorial and the processed live images so that the effects are displayed simultaneously on a first portion of a computer screen with corresponding effects of the beauty product tutorial on a second portion of the computer screen.

16 . The non-transitory computer-readable medium of claim 15 , wherein the beauty product tutorial further comprises pre-recorded images of a presenter applying the beauty product to a body part of the presenter.

17 . The non-transitory computer-readable medium of claim 16 , wherein the operations further comprise:

determining the body part based on stored images of body parts.

18 . The non-transitory computer-readable medium of claim 15 , wherein the beauty product tutorial further comprises pre-recorded images of a presenter applying the beauty product to a body part of the presenter.

19 . The non-transitory computer-readable medium of claim of claim 18 , wherein the operations further comprise:

determining the effects based on changes to the pre-recorded images of the presenter from the beauty product being applied to the body part of the presenter; and

determining, based on the effects, the indications of motion of the beauty product indicating the motion used by the presenter in applying the beauty product.

20 . The non-transitory computer-readable medium of claim of claim 19 , wherein the indications of motion are further determined based on a predetermined color of the beauty product.

Assignments (1)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jun 12, 2024
From: BARRON, CHRISTINE; DRUMMOND, VIRGINIA; LUO, JEAN; MATTHIESSEN, ALEK; MOURKOGIANNIS, CELIA NICOLE; SOLICHIN, JONATHAN; VORONOVA, OLESIA
To: SNAP INC.
Reel/Frame 067709/0812 →
Continuity (4)
Continuation 18142759 · May 3, 2023
Continuation 17215697 · Mar 29, 2021
Provisional Application 63002816 · Mar 31, 2020
Related Publication 20240331333A1 · Oct 3, 2024
References Cited (400)
US 5754939A · Herz et al. · 1998 [cited by applicant]
US 5880731A · Liles et al. · 1999 [cited by applicant]
US 6023270A · Brush, II et al. · 2000 [cited by applicant]
US 6038295A · Mattes · 2000 [cited by applicant]
US 6158044A · Tibbetts · 2000 [cited by applicant]
US 6167435A · Druckenmiller et al. · 2000 [cited by applicant]
US 6205432B1 · Gabbard et al. · 2001 [cited by applicant]
US 6223165B1 · Lauffer · 2001 [cited by applicant]
US 6310694B1 · Okimoto et al. · 2001 [cited by applicant]
US 6484196B1 · Maurille · 2002 [cited by applicant]
US 6487586B2 · Ogilvie et al. · 2002 [cited by applicant]
US 6580812B1 · Harrington · 2003 [cited by applicant]
US 6665531B1 · Soderbacka et al. · 2003 [cited by applicant]
US 6701347B1 · Ogilvie · 2004 [cited by applicant]
US 6711608B1 · Ogilvie · 2004 [cited by applicant]
US 6757713B1 · Ogilvie et al. · 2004 [cited by applicant]
US 6772195B1 · Hatlelid et al. · 2004 [cited by applicant]
US 6842779B1 · Nishizawa · 2005 [cited by applicant]
US 6980909B2 · Root et al. · 2005 [cited by applicant]
US 7124164B1 · Chemtob · 2006 [cited by applicant]
US 7149893B1 · Leonard et al. · 2006 [cited by applicant]
US 7173651B1 · Knowles · 2007 [cited by applicant]
US 7243163B1 · Friend et al. · 2007 [cited by applicant]
US 7278168B1 · Chaudhury et al. · 2007 [cited by applicant]
US 7342587B2 · Danzig et al. · 2008 [cited by applicant]
US 7356564B2 · Hartselle et al. · 2008 [cited by applicant]
US 7376715B2 · Cunningham et al. · 2008 [cited by applicant]
US 7411493B2 · Smith · 2008 [cited by applicant]
US 7468729B1 · Levinson · 2008 [cited by applicant]
US 7478402B2 · Christensen et al. · 2009 [cited by applicant]
US 7496347B2 · Puranik · 2009 [cited by applicant]
US 7519670B2 · Hagale et al. · 2009 [cited by applicant]
US 7535890B2 · Rojas · 2009 [cited by applicant]
US 7607096B2 · Oreizy et al. · 2009 [cited by applicant]
US 7636755B2 · Blattner et al. · 2009 [cited by applicant]
US 7639251B2 · Gu et al. · 2009 [cited by applicant]
US 7703140B2 · Nath et al. · 2010 [cited by applicant]
US 7775885B2 · Van et al. · 2010 [cited by applicant]
US 7859551B2 · Bulman et al. · 2010 [cited by applicant]
US 7885931B2 · Seo et al. · 2011 [cited by applicant]
US 7912896B2 · Wolovitz et al. · 2011 [cited by applicant]
US 7925703B2 · Dinan et al. · 2011 [cited by applicant]
US 8088044B2 · Tchao et al. · 2012 [cited by applicant]
US 8095878B2 · Bates et al. · 2012 [cited by applicant]
US 8108774B2 · Finn et al. · 2012 [cited by applicant]
US 8117281B2 · Robinson et al. · 2012 [cited by applicant]
US 8130219B2 · Fleury et al. · 2012 [cited by applicant]
US 8131597B2 · Hudetz · 2012 [cited by applicant]
US 8146005B2 · Jones et al. · 2012 [cited by applicant]
US 8151191B2 · Nicol · 2012 [cited by applicant]
US 8170957B2 · Richard · 2012 [cited by applicant]
US 8199747B2 · Rojas et al. · 2012 [cited by applicant]
US 8214443B2 · Hamburg · 2012 [cited by applicant]
US 8238947B2 · Lottin et al. · 2012 [cited by applicant]
US 8244593B2 · Klinger et al. · 2012 [cited by applicant]
US 8312097B1 · Siegel et al. · 2012 [cited by applicant]
US 8332475B2 · Rosen et al. · 2012 [cited by applicant]
US 8384719B2 · Reville et al. · 2013 [cited by applicant]
US RE44054E · Kim · 2013 [cited by applicant]
US 8396708B2 · Park et al. · 2013 [cited by applicant]
US 8425322B2 · Gillo et al. · 2013 [cited by applicant]
US 8458601B2 · Castelli et al. · 2013 [cited by applicant]
US 8462198B2 · Lin et al. · 2013 [cited by applicant]
US 8484158B2 · Deluca et al. · 2013 [cited by applicant]
US 8495503B2 · Brown et al. · 2013 [cited by applicant]
US 8495505B2 · Smith et al. · 2013 [cited by applicant]
US 8504926B2 · Wolf · 2013 [cited by applicant]
US 8559980B2 · Pujol · 2013 [cited by applicant]
US 8564621B2 · Branson et al. · 2013 [cited by applicant]
US 8564710B2 · Nonaka et al. · 2013 [cited by applicant]
US 8570907B2 · Garcia, Jr. et al. · 2013 [cited by applicant]
US 8581911B2 · Becker et al. · 2013 [cited by applicant]
US 8597121B2 · del Valle · 2013 [cited by applicant]
US 8601051B2 · Wang · 2013 [cited by applicant]
US 8601379B2 · Marks et al. · 2013 [cited by applicant]
US 8632408B2 · Gillo et al. · 2014 [cited by applicant]
US 8648865B2 · Dawson et al. · 2014 [cited by applicant]
US 8659548B2 · Hildreth · 2014 [cited by applicant]
US 8683354B2 · Khandelwal et al. · 2014 [cited by applicant]
US 8692830B2 · Nelson et al. · 2014 [cited by applicant]
US 8718333B2 · Wolf et al. · 2014 [cited by applicant]
US 8724622B2 · Rojas · 2014 [cited by applicant]
US 8745132B2 · Obradovich · 2014 [cited by applicant]
US 8810513B2 · Ptucha et al. · 2014 [cited by applicant]
US 8812171B2 · Filev et al. · 2014 [cited by applicant]
US 8832201B2 · Wall · 2014 [cited by applicant]
US 8832552B2 · Arrasvuori et al. · 2014 [cited by applicant]
US 8839327B2 · Amento et al. · 2014 [cited by applicant]
US 8874677B2 · Rosen et al. · 2014 [cited by applicant]
US 8890926B2 · Tandon et al. · 2014 [cited by applicant]
US 8892999B2 · Nims et al. · 2014 [cited by applicant]
US 8909679B2 · Root et al. · 2014 [cited by applicant]
US 8909714B2 · Agarwal et al. · 2014 [cited by applicant]
US 8909725B1 · Sehn · 2014 [cited by applicant]
US 8914752B1 · Spiegel · 2014 [cited by applicant]
US 8924250B2 · Bates et al. · 2014 [cited by applicant]
US 8963926B2 · Brown et al. · 2015 [cited by applicant]
US 8989786B2 · Feghali · 2015 [cited by applicant]
US 8995433B2 · Rojas · 2015 [cited by applicant]
US 9040574B2 · Wang et al. · 2015 [cited by applicant]
US 9055416B2 · Rosen et al. · 2015 [cited by applicant]
US 9083770B1 · Drose et al. · 2015 [cited by applicant]
US 9086776B2 · Ye et al. · 2015 [cited by applicant]
US 9094137B1 · Sehn et al. · 2015 [cited by applicant]
US 9100806B2 · Rosen et al. · 2015 [cited by applicant]
US 9100807B2 · Rosen et al. · 2015 [cited by applicant]
US 9105014B2 · Collet et al. · 2015 [cited by applicant]
US 9113301B1 · Spiegel et al. · 2015 [cited by applicant]
US 9148424B1 · Yang · 2015 [cited by applicant]
US 9191776B2 · Root et al. · 2015 [cited by applicant]
US 9204252B2 · Root · 2015 [cited by applicant]
US 9225805B2 · Kujawa et al. · 2015 [cited by applicant]
US 9225897B1 · Sehn et al. · 2015 [cited by applicant]
US 9237202B1 · Sehn · 2016 [cited by applicant]
US 9241184B2 · Weerasinghe · 2016 [cited by applicant]
US 9256860B2 · Herger et al. · 2016 [cited by applicant]
US 9264463B2 · Rubinstein et al. · 2016 [cited by applicant]
US 9276886B1 · Samaranayake · 2016 [cited by applicant]
US 9294425B1 · Son · 2016 [cited by applicant]
US 9298257B2 · Hwang et al. · 2016 [cited by applicant]
US 9314692B2 · Konoplev et al. · 2016 [cited by applicant]
US 9330483B2 · Du et al. · 2016 [cited by applicant]
US 9357174B2 · Li et al. · 2016 [cited by applicant]
US 9361510B2 · Yao et al. · 2016 [cited by applicant]
US 9378576B2 · Bouaziz et al. · 2016 [cited by applicant]
US 9385983B1 · Sehn · 2016 [cited by applicant]
US 9396354B1 · Murphy et al. · 2016 [cited by applicant]
US 9402057B2 · Kaytaz et al. · 2016 [cited by applicant]
US 9407712B1 · Sehn · 2016 [cited by applicant]
US 9407816B1 · Sehn · 2016 [cited by applicant]
US 9412192B2 · Mandel et al. · 2016 [cited by applicant]
US 9430783B1 · Sehn · 2016 [cited by applicant]
US 9443227B2 · Evans et al. · 2016 [cited by applicant]
US 9460462B1 · Walker et al. · 2016 [cited by applicant]
US 9460541B2 · Li et al. · 2016 [cited by applicant]
US 9482882B1 · Hanover et al. · 2016 [cited by applicant]
US 9482883B1 · Meisenholder · 2016 [cited by applicant]
US 9489661B2 · Evans et al. · 2016 [cited by applicant]
US 9489760B2 · Li et al. · 2016 [cited by applicant]
US 9491134B2 · Rosen et al. · 2016 [cited by applicant]
US 9503845B2 · Vincent · 2016 [cited by applicant]
US 9508197B2 · Quinn et al. · 2016 [cited by applicant]
US 9532171B2 · Allen et al. · 2016 [cited by applicant]
US 9537811B2 · Allen et al. · 2017 [cited by applicant]
US 9544257B2 · Ogundokun et al. · 2017 [cited by applicant]
US 9560006B2 · Prado et al. · 2017 [cited by applicant]
US 9576400B2 · Van Os et al. · 2017 [cited by applicant]
US 9589357B2 · Li et al. · 2017 [cited by applicant]
US 9592449B2 · Barbalet et al. · 2017 [cited by applicant]
US 9628950B1 · Noeth et al. · 2017 [cited by applicant]
US 9648376B2 · Chang et al. · 2017 [cited by applicant]
US 9652896B1 · Jurgenson et al. · 2017 [cited by applicant]
US 9659244B2 · Anderton et al. · 2017 [cited by applicant]
US 9693191B2 · Sehn · 2017 [cited by applicant]
US 9697635B2 · Quinn et al. · 2017 [cited by applicant]
US 9705831B2 · Spiegel · 2017 [cited by applicant]
US 9706040B2 · Kadirvel et al. · 2017 [cited by applicant]
US 9742713B2 · Spiegel et al. · 2017 [cited by applicant]
US 9744466B2 · Fujioka · 2017 [cited by applicant]
US 9746990B2 · Anderson et al. · 2017 [cited by applicant]
US 9749270B2 · Collet et al. · 2017 [cited by applicant]
US 9785796B1 · Murphy et al. · 2017 [cited by applicant]
US 9792714B2 · Li et al. · 2017 [cited by applicant]
US 9825898B2 · Sehn · 2017 [cited by applicant]
US 9839844B2 · Dunstan et al. · 2017 [cited by applicant]
US 9854219B2 · Sehn · 2017 [cited by applicant]
US 9883838B2 · Kaleal, III et al. · 2018 [cited by applicant]
US 9898849B2 · Du et al. · 2018 [cited by applicant]
US 9911073B1 · Spiegel et al. · 2018 [cited by applicant]
US 9936165B2 · Li et al. · 2018 [cited by applicant]
US 9959037B2 · Chaudhri et al. · 2018 [cited by applicant]
US 9961520B2 · Brooks et al. · 2018 [cited by applicant]
US 9980100B1 · Charlton et al. · 2018 [cited by applicant]
US 9990373B2 · Fortkort · 2018 [cited by applicant]
US 10039988B2 · Lobb et al. · 2018 [cited by applicant]
US 10097492B2 · Tsuda et al. · 2018 [cited by applicant]
US 10116598B2 · Tucker et al. · 2018 [cited by applicant]
US 10155168B2 · Blackstock et al. · 2018 [cited by applicant]
US 10242477B1 · Charlton et al. · 2019 [cited by applicant]
US 10242503B2 · McPhee et al. · 2019 [cited by applicant]
US 10262250B1 · Spiegel et al. · 2019 [cited by applicant]
US 10324739B2 · Chou et al. · 2019 [cited by applicant]
US 10362219B2 · Wilson et al. · 2019 [cited by applicant]
US 10475225B2 · Park et al. · 2019 [cited by applicant]
US 10504266B2 · Blattner et al. · 2019 [cited by applicant]
US 10552977B1 · Theis et al. · 2020 [cited by applicant]
US 10553006B2 · Iglehart et al. · 2020 [cited by applicant]
US 10573048B2 · Ni et al. · 2020 [cited by applicant]
US 10657701B2 · Osman et al. · 2020 [cited by applicant]
US 10885697B1 · Viswanathan et al. · 2021 [cited by applicant]
US 11290687B1 · Becchetti · 2022 [cited by applicant]
US 11423652B2 · Barron et al. · 2022 [cited by applicant]
US 11464319B2 · Barron et al. · 2022 [cited by applicant]
US 11580682B1 · Luo et al. · 2023 [cited by applicant]
US 11676354B2 · Barron et al. · 2023 [cited by applicant]
US 11776264B2 · Barron et al. · 2023 [cited by applicant]
US 11969075B2 · Barron et al. · 2024 [cited by applicant]
US 12039688B2 · Barron et al. · 2024 [cited by applicant]
US 12046037B2 · Barron et al. · 2024 [cited by applicant]
US 12136153B2 · Luo et al. · 2024 [cited by applicant]
US 12226001B2 · Barron et al. · 2025 [cited by applicant]
US 20020047868A1 · Miyazawa · 2002 [cited by applicant]
US 20020067362A1 · Agostino Nocera et al. · 2002 [cited by applicant]
US 20020144154A1 · Tomkow · 2002 [cited by applicant]
US 20020169644A1 · Greene · 2002 [cited by applicant]
US 20030052925A1 · Daimon et al. · 2003 [cited by applicant]
US 20030126215A1 · Udell · 2003 [cited by applicant]
US 20030217106A1 · Adar et al. · 2003 [cited by applicant]
US 20040203959A1 · Coombes · 2004 [cited by applicant]
US 20050097176A1 · Schatz et al. · 2005 [cited by applicant]
US 20050162419A1 · Kim et al. · 2005 [cited by applicant]
US 20050198128A1 · Anderson · 2005 [cited by applicant]
US 20050206610A1 · Cordelli · 2005 [cited by applicant]
US 20050223066A1 · Buchheit et al. · 2005 [cited by applicant]
US 20060242239A1 · Morishima et al. · 2006 [cited by applicant]
US 20060270419A1 · Crowley et al. · 2006 [cited by applicant]
US 20060294465A1 · Ronen et al. · 2006 [cited by applicant]
US 20070038715A1 · Collins et al. · 2007 [cited by applicant]
US 20070064899A1 · Boss et al. · 2007 [cited by applicant]
US 20070073823A1 · Cohen et al. · 2007 [cited by applicant]
US 20070113181A1 · Blattner et al. · 2007 [cited by applicant]
US 20070168863A1 · Blattner et al. · 2007 [cited by applicant]
US 20070176921A1 · Iwasaki et al. · 2007 [cited by applicant]
US 20070214216A1 · Carrer et al. · 2007 [cited by applicant]
US 20070233801A1 · Eren et al. · 2007 [cited by applicant]
US 20080055269A1 · Lemay et al. · 2008 [cited by applicant]
US 20080120409A1 · Sun et al. · 2008 [cited by applicant]
US 20080158222A1 · Li et al. · 2008 [cited by applicant]
US 20080207176A1 · Brackbill et al. · 2008 [cited by applicant]
US 20080270938A1 · Carlson · 2008 [cited by applicant]
US 20080306826A1 · Kramer et al. · 2008 [cited by applicant]
US 20080313346A1 · Kujawa et al. · 2008 [cited by applicant]
US 20090016617A1 · Bregman-amitai et al. · 2009 [cited by applicant]
US 20090042588A1 · Lottin et al. · 2009 [cited by applicant]
US 20090055484A1 · Vuong et al. · 2009 [cited by applicant]
US 20090070688A1 · Gyorfi et al. · 2009 [cited by applicant]
US 20090099925A1 · Mehta et al. · 2009 [cited by applicant]
US 20090106672A1 · Burstrom · 2009 [cited by applicant]
US 20090132453A1 · Hangartner et al. · 2009 [cited by applicant]
US 20090158170A1 · Narayanan et al. · 2009 [cited by applicant]
US 20090177976A1 · Bokor et al. · 2009 [cited by applicant]
US 20090202114A1 · Morin et al. · 2009 [cited by applicant]
US 20090265604A1 · Howard et al. · 2009 [cited by applicant]
US 20090300525A1 · Jolliff et al. · 2009 [cited by applicant]
US 20090303984A1 · Clark et al. · 2009 [cited by applicant]
US 20100011422A1 · Mason et al. · 2010 [cited by applicant]
US 20100023885A1 · Reville et al. · 2010 [cited by applicant]
US 20100082427A1 · Burgener et al. · 2010 [cited by applicant]
US 20100115426A1 · Liu et al. · 2010 [cited by applicant]
US 20100131880A1 · Lee et al. · 2010 [cited by applicant]
US 20100162149A1 · Sheleheda et al. · 2010 [cited by applicant]
US 20100185665A1 · Horn et al. · 2010 [cited by applicant]
US 20100203968A1 · Gill et al. · 2010 [cited by applicant]
US 20100227682A1 · Reville et al. · 2010 [cited by applicant]
US 20100306669A1 · Della Pasqua · 2010 [cited by applicant]
US 20110093780A1 · Dunn · 2011 [cited by applicant]
US 20110099507A1 · Nesladek et al. · 2011 [cited by applicant]
US 20110115798A1 · Nayar et al. · 2011 [cited by applicant]
US 20110123068A1 · Miksa · 2011 [cited by examiner]
US 20110145564A1 · Moshir et al. · 2011 [cited by applicant]
US 20110148864A1 · Lee et al. · 2011 [cited by applicant]
US 20110202598A1 · Evans et al. · 2011 [cited by applicant]
US 20110213845A1 · Logan et al. · 2011 [cited by applicant]
US 20110239136A1 · Goldman et al. · 2011 [cited by applicant]
US 20110286586A1 · Saylor et al. · 2011 [cited by applicant]
US 20110320373A1 · Lee et al. · 2011 [cited by applicant]
US 20120028659A1 · Whitney et al. · 2012 [cited by applicant]
US 20120028706A1 · Raitt et al. · 2012 [cited by applicant]
US 20120113106A1 · Choi et al. · 2012 [cited by applicant]
US 20120124458A1 · Cruzada · 2012 [cited by applicant]
US 20120130717A1 · Xu et al. · 2012 [cited by applicant]
US 20120184248A1 · Speede · 2012 [cited by applicant]
US 20120209921A1 · Adafin et al. · 2012 [cited by applicant]
US 20120209924A1 · Evans et al. · 2012 [cited by applicant]
US 20120223956A1 · Saito et al. · 2012 [cited by applicant]
US 20120254325A1 · Majeti et al. · 2012 [cited by applicant]
US 20120257000A1 · Singhal · 2012 [cited by applicant]
US 20120278692A1 · Shi · 2012 [cited by applicant]
US 20120304080A1 · Wormald et al. · 2012 [cited by applicant]
US 20130071093A1 · Hanks et al. · 2013 [cited by applicant]
US 20130103760A1 · Golding et al. · 2013 [cited by applicant]
US 20130194301A1 · Robbins et al. · 2013 [cited by applicant]
US 20130201187A1 · Tong et al. · 2013 [cited by applicant]
US 20130249948A1 · Reitan · 2013 [cited by applicant]
US 20130257877A1 · Davis · 2013 [cited by applicant]
US 20130258118A1 · Felt · 2013 [cited by applicant]
US 20130290443A1 · Collins et al. · 2013 [cited by applicant]
US 20140032682A1 · Prado et al. · 2014 [cited by applicant]
US 20140043329A1 · Wang et al. · 2014 [cited by applicant]
US 20140055554A1 · Du et al. · 2014 [cited by applicant]
US 20140122787A1 · Shalvi et al. · 2014 [cited by applicant]
US 20140125678A1 · Wang et al. · 2014 [cited by applicant]
US 20140129343A1 · Finster et al. · 2014 [cited by applicant]
US 20140201527A1 · Krivorot · 2014 [cited by applicant]
US 20140210814A1 · Kim et al. · 2014 [cited by applicant]
US 20140282096A1 · Rubinstein et al. · 2014 [cited by applicant]
US 20140325383A1 · Brown et al. · 2014 [cited by applicant]
US 20140359024A1 · Spiegel · 2014 [cited by applicant]
US 20140359032A1 · Spiegel et al. · 2014 [cited by applicant]
US 20150199082A1 · Scholler et al. · 2015 [cited by applicant]
US 20150206349A1 · Rosenthal et al. · 2015 [cited by applicant]
US 20150227602A1 · Ramu et al. · 2015 [cited by applicant]
US 20150365627A1 · Deng et al. · 2015 [cited by applicant]
US 20150366328A1 · Tamura et al. · 2015 [cited by applicant]
US 20160000209A1 · Yamanashi et al. · 2016 [cited by applicant]
US 20160015152A1 · Ajiki et al. · 2016 [cited by applicant]
US 20160022014A1 · Ajiki et al. · 2016 [cited by applicant]
US 20160085773A1 · Chang et al. · 2016 [cited by applicant]
US 20160085863A1 · Allen et al. · 2016 [cited by applicant]
US 20160086670A1 · Gross et al. · 2016 [cited by applicant]
US 20160099901A1 · Allen et al. · 2016 [cited by applicant]
US 20160134840A1 · Mcculloch · 2016 [cited by applicant]
US 20160180887A1 · Sehn · 2016 [cited by applicant]
US 20160234149A1 · Tsuda et al. · 2016 [cited by applicant]
US 20160277419A1 · Allen et al. · 2016 [cited by applicant]
US 20160321708A1 · Sehn · 2016 [cited by applicant]
US 20160359957A1 · Laliberte · 2016 [cited by applicant]
US 20160359987A1 · Laliberte · 2016 [cited by applicant]
US 20170080346A1 · Abbas · 2017 [cited by applicant]
US 20170087473A1 · Siegel et al. · 2017 [cited by applicant]
US 20170113140A1 · Blackstock et al. · 2017 [cited by applicant]
US 20170118145A1 · Aittoniemi et al. · 2017 [cited by applicant]
US 20170161382A1 · Ouimet et al. · 2017 [cited by applicant]
US 20170199855A1 · Fishbeck · 2017 [cited by applicant]
US 20170235848A1 · Van Dusen et al. · 2017 [cited by applicant]
US 20170263029A1 · Yan et al. · 2017 [cited by applicant]
US 20170287006A1 · Azmoodeh et al. · 2017 [cited by applicant]
US 20170295250A1 · Samaranayake et al. · 2017 [cited by applicant]
US 20170310934A1 · Du et al. · 2017 [cited by applicant]
US 20170312634A1 · Ledoux et al. · 2017 [cited by applicant]
US 20170374003A1 · Allen et al. · 2017 [cited by applicant]
US 20170374508A1 · Davis et al. · 2017 [cited by applicant]
US 20180047200A1 · O'hara et al. · 2018 [cited by applicant]
US 20180075523A1 · Sartori Odizzio et al. · 2018 [cited by applicant]
US 20180075524A1 · Sartori Odizzio et al. · 2018 [cited by applicant]
US 20180113587A1 · Allen et al. · 2018 [cited by applicant]
US 20180115503A1 · Baldwin et al. · 2018 [cited by applicant]
US 20180315076A1 · Andreou · 2018 [cited by applicant]
US 20180315133A1 · Brody et al. · 2018 [cited by applicant]
US 20180315134A1 · Amitay et al. · 2018 [cited by applicant]
US 20190001223A1 · Blackstock et al. · 2019 [cited by applicant]
US 20190014884A1 · Fu · 2019 [cited by examiner]
US 20190057616A1 · Cohen et al. · 2019 [cited by applicant]
US 20190066348A1 · Jennings · 2019 [cited by examiner]
US 20190130253A1 · Schultz et al. · 2019 [cited by applicant]
US 20190188920A1 · Mcphee et al. · 2019 [cited by applicant]
US 20190197736A1 · Sugaya · 2019 [cited by examiner]
US 20190208892A1 · Besen et al. · 2019 [cited by applicant]
US 20190212828A1 · Kin et al. · 2019 [cited by applicant]
US 20190289986A1 · Fu et al. · 2019 [cited by applicant]
US 20190325200A1 · Qian et al. · 2019 [cited by applicant]
US 20190325616A1 · Chhaya et al. · 2019 [cited by applicant]
US 20200022478A1 · Kelley et al. · 2020 [cited by applicant]
US 20200051298A1 · Nguyen et al. · 2020 [cited by applicant]
US 20200082158A1 · Hussain et al. · 2020 [cited by applicant]
US 20200117348A1 · Jang et al. · 2020 [cited by applicant]
US 20200118689A1 · Luthy · 2020 [cited by examiner]
US 20200160153A1 · Elmoznino et al. · 2020 [cited by applicant]
US 20200175275A1 · Oser · 2020 [cited by applicant]
US 20200305579A1 · Yang et al. · 2020 [cited by applicant]
US 20200320769A1 · Chen et al. · 2020 [cited by applicant]
US 20200342630A1 · Elmoznino et al. · 2020 [cited by applicant]
US 20210015242A1 · Jhou · 2021 [cited by applicant]
US 20210019541A1 · Wang et al. · 2021 [cited by applicant]
US 20210219700A1 · Mauger · 2021 [cited by applicant]
US 20210259517A1 · Ubbesen · 2021 [cited by applicant]
US 20210298458A1 · Barron et al. · 2021 [cited by applicant]
US 20210304517A1 · Barron et al. · 2021 [cited by applicant]
US 20210304629A1 · Barron et al. · 2021 [cited by applicant]
US 20210345016A1 · Nakano et al. · 2021 [cited by applicant]
US 20210357627A1 · Kim et al. · 2021 [cited by applicant]
US 20210358181A1 · Suzuki et al. · 2021 [cited by applicant]
US 20210383460A1 · Sartori Odizzio et al. · 2021 [cited by applicant]
US 20210390311A1 · Barron et al. · 2021 [cited by applicant]
US 20220150287A1 · Kasaba · 2022 [cited by applicant]
US 20230050788A1 · Barron et al. · 2023 [cited by applicant]
US 20230108804A1 · Barron et al. · 2023 [cited by applicant]
US 20230154084A1 · Luo et al. · 2023 [cited by applicant]
US 20230274518A1 · Barron et al. · 2023 [cited by applicant]
US 20230386204A1 · Barron et al. · 2023 [cited by applicant]
US 20240225241A1 · Barron et al. · 2024 [cited by applicant]
US 20240331379A1 · Barron et al. · 2024 [cited by applicant]
US 20250014249A1 · Luo et al. · 2025 [cited by applicant]
US 20250127282A1 · Barron et al. · 2025 [cited by applicant]
CA 2887596A1 · 2015 [cited by applicant]
CN 109863532 · 2019 [cited by applicant]
CN 110168478 · 2019 [cited by applicant]
CN 115699130 · 2023 [cited by applicant]
CN 115699130A · 2023 [cited by applicant]
EP 2184092 · 2010 [cited by applicant]
JP 2001230801 · 2001 [cited by applicant]
JP 5497931 · 2014 [cited by applicant]
KR 101445263 · 2014 [cited by applicant]
KR 20200026808A · 2020 [cited by applicant]
WO 2003094072 · 2003 [cited by applicant]
WO 2004095308 · 2004 [cited by applicant]
WO 2006107182 · 2006 [cited by applicant]
WO 2007134402 · 2007 [cited by applicant]
WO WO2012000107A1 · 2012 [cited by applicant]
WO 2012139276 · 2012 [cited by applicant]