IP Library Granted Patent US 12,400,237
Granted Patent B2
US 12,400,237 · App. 18/322,204 · Granted Aug 26, 2025

Personal history in track and trace system

Inventors: Justin Lynn Withrow (Bellevue, WA); Mark Tocci (Bellevue, WA); David Keesu Kim (Bellevue, WA); David Justin Ross (Bellevue, WA); Scot E. Land (Bellevue, WA)
Assignee: Alitheon, Inc.
G06Q30/0185G06F16/51G06F16/5838G06F16/5866G06F16/587G06F18/22G06V10/44G06V10/462G06V10/50G06V10/751G06V20/80G06F2221/2111G06V20/95
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Quick Facts
Patent No.
US 12,400,237
App. No.
18/322,204
Granted
Aug 26, 2025
Kind
B2
Abstract

Apparatuses and methods associated with personal history in a track and trace system are disclosed herein. In embodiments, a method includes acquiring first information corresponding to a physical object; identifying first authentication data based on the first information; storing the first authentication data in a database system; subsequent to storing the first authentication data, acquiring second information corresponding to a target physical object and identifying second authentication data based on the second information; identifying third information corresponding to the target physical object; querying the database system to seek a matching record based on the second authentication data; in the case that a matching record is returned responsive to the querying, updating the matching record with an indication that the second authentication data was matched to it and updating history data of said matching record based on said third information. Other embodiments may be disclosed or claimed.

Claims (47)

1. A method comprising:

forming a first digital fingerprint of a first inanimate physical object based on digital image data of at least a portion of a first inanimate physical object, wherein forming the first digital fingerprint includes selecting a first authentication region in the digital image data and extracting at least one first feature vector from the first authentication region;

storing a first database record associated with the digital fingerprint of the first inanimate physical object in a database system;

subsequent to storing the first database record,

forming a second digital fingerprint based on digital image data of at least a portion of a target inanimate physical object, wherein forming the second digital fingerprint includes selecting a second authentication region in the digital image data of at least a portion of the target inanimate physical object and extracting at least one second feature vector from the second authentication region;

acquiring information corresponding to the target inanimate physical object;

determining that the target inanimate physical object matches the first physical object based on the second digital fingerprint matching the first digital fingerprint;

updating the first database record with an indication of the matching; and

based on the matching, updating history data of the first database record based on the information corresponding to the target physical object.

2. The method of claim 1 , further comprising:

associating data obtained from a sensor with the first physical object, said data representing a metric of the first physical object;

storing the data representing the metric in the first database record;

causing the sensor to obtain additional data representing additional metrics of the first physical object; and

updating the first database record based on at least one of the additional metrics.

3. The method of claim 1 , further comprising:

obtaining the information from a sensor:

associating the information with the target physical object, said information representing a metric of the target physical object; and

storing the information representing the metric in the first database record as the information.

4. The method of claim 1 , wherein determining that the target physical object matches the first physical object based on the second digital fingerprint matching the first digital fingerprint includes matching the second digital fingerprint with a third digital fingerprint of an intermediate aggregate physical object that includes the first physical object.

5. The method of claim 4 , further comprising:

updating history data of a second database record in the database system, wherein the second database record is associated with the intermediate aggregate physical object.

6. The method of claim 1 , wherein determining that the target physical object matches the first physical object based on the second digital fingerprint matching the first digital fingerprint includes matching the second digital fingerprint with a third digital fingerprint of a final aggregate physical object that includes the first physical object.

7. The method of claim 6 , further comprising updating history data of a database record associated with the final aggregate physical object.

8. The method of claim 1 , wherein the first digital fingerprint is based on at least one native feature of the first physical object and the second digital fingerprint is based on at least one native feature of the target physical object.

9. The method of claim 1 ,

wherein the at least one first feature vector includes a first array of color or gray scale numeric values corresponding to areas within the first authentication region, and

wherein the at least one second feature vector includes a second array of color or gray scale numeric values corresponding to areas within the second authentication region.

10. The method of claim 1 , wherein the information includes digital information generated by at least one environmental sensor associated with the target physical object.

11. The method of claim 10 , wherein the at least one environmental sensor includes at least one of: a temperature sensor, a humidity sensor, a light sensor, a pressure sensor, an oxygen level sensor, and a vibration sensor.

12. The method of claim 1 , wherein the information includes digital location information about a location of the target physical object and generated by at least one global positioning system.

13. The method of claim 1 , wherein the information is manually entered information about the target physical object.

14. A system comprising:

a computing server for tracking a plurality of physical objects; and

a database system operatively coupled to the computing server and arranged to store a plurality of database records, each database record of the plurality of database records having associated therewith one or more digital fingerprints and history data, wherein the one or more digital fingerprints and the history data associated with a database record are associated with a same physical object of the plurality of physical objects,

wherein the computing server is configured to:

store a first database record as one of the plurality of database records in the database system, the first database record being associated with a first digital fingerprint of a first physical object of the plurality of physical objects, wherein the first digital fingerprint is based on digital image data of at least a portion of the first physical object and is formed by selecting a first authentication region of the object in the digital image data and extracting at least one first feature vector from the first authentication region, wherein the first feature vector describes at least one feature of the first authentication region;

form a second digital fingerprint based on digital image data of at least a portion of a target physical object, wherein forming the second digital fingerprint includes selecting a second authentication region in the digital image data of at least a portion of the target physical object and extracting at least one second feature vector from the second authentication region;

acquire information corresponding to a target physical object;

determine that the target physical object matches the first physical object based on the second digital fingerprint matching the first digital fingerprint;

update the first database record with an indication of the matching; and

based on the matching, update history data of the first database record based on the information corresponding to the target physical object.

15. The system of claim 14 , wherein determining that the target physical object matches the first physical object based on the second digital fingerprint matching the first digital fingerprint includes matching the second digital fingerprint with a third digital fingerprint of an intermediate aggregate physical object that includes the first physical object.

16. The system of claim 14 , wherein the first database record includes a plurality of digital fingerprints associated, respectively, with a plurality of the plurality of physical objects.

17. The system of claim 14 , wherein the first digital fingerprint is based on at least one native feature of the first physical object and the second digital fingerprint is based on at least one native feature of the target physical object.

18. The system of claim 14 , wherein the information includes digital information generated by at least one environmental sensor associated with the target physical object.

19. The system of claim 18 , wherein the at least one environmental sensor includes at least one of: a temperature sensor, a humidity sensor, a light sensor, a pressure sensor, an oxygen level sensor, and a vibration sensor.

20. The system of claim 14 , wherein the information includes digital location information about a location of the target physical object and generated by at least one global positioning system.

Assignments (1)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jun 10, 2023
From: WITHROW, JUSTIN LYNN; TOCCI, MARK; KIM, DAVID KEESU; ROSS, DAVID JUSTIN; LAND, SCOT E.
To: ALITHEON, INC.
Reel/Frame 063915/0792 →
Continuity (9)
Continuation 17716281 · Apr 8, 2022
Continuation 17084585 · Oct 29, 2020
Continuation 16029515 · Jul 6, 2018
Division 15436631 · Feb 17, 2017
Provisional Application 62297262 · Feb 19, 2016
Provisional Application 62297334 · Feb 19, 2016
Provisional Application 62297285 · Feb 19, 2016
Provisional Application 62297343 · Feb 19, 2016
Related Publication 20240029081A1 · Jan 25, 2024
References Cited (400)
US 4218674A · Brosow et al. · 1980 [cited by applicant]
US 4423415A · Goldman · 1983 [cited by applicant]
US 4677435A · Causse et al. · 1987 [cited by applicant]
US 4700400A · Ross · 1987 [cited by applicant]
US 4883971A · Jensen · 1989 [cited by applicant]
US 4921107A · Hofer · 1990 [cited by applicant]
US 5031223A · Rosenbaum et al. · 1991 [cited by applicant]
US 5079714A · Manduley et al. · 1992 [cited by applicant]
US 5393939A · Nasuta et al. · 1995 [cited by applicant]
US 5422821A · Allen et al. · 1995 [cited by applicant]
US 5514863A · Williams · 1996 [cited by applicant]
US 5518122A · Tilles et al. · 1996 [cited by applicant]
US 5521984A · Denenberg et al. · 1996 [cited by applicant]
US 5703783A · Allen et al. · 1997 [cited by applicant]
US 5719939A · Tel · 1998 [cited by applicant]
US 5734568A · Borgendale et al. · 1998 [cited by applicant]
US 5745590A · Pollard · 1998 [cited by applicant]
US 5883971A · Bolle et al. · 1999 [cited by applicant]
US 5923848A · Goodhand et al. · 1999 [cited by applicant]
US 5974150A · Kaish et al. · 1999 [cited by applicant]
US 6205261B1 · Goldberg · 2001 [cited by applicant]
US 6246794B1 · Kagehiro et al. · 2001 [cited by applicant]
US 6292709B1 · Uhl et al. · 2001 [cited by applicant]
US 6327373B1 · Yura · 2001 [cited by applicant]
US 6343327B2 · Daniels et al. · 2002 [cited by applicant]
US 6360001B1 · Berger et al. · 2002 [cited by applicant]
US 6370259B1 · Hobson et al. · 2002 [cited by applicant]
US 6400805B1 · Brown et al. · 2002 [cited by applicant]
US 6421453B1 · Kanevsky et al. · 2002 [cited by applicant]
US 6424728B1 · Ammar · 2002 [cited by applicant]
US 6434601B1 · Rollins · 2002 [cited by applicant]
US 6470091B2 · Koga et al. · 2002 [cited by applicant]
US 6539098B1 · Baker et al. · 2003 [cited by applicant]
US 6549892B1 · Sansone · 2003 [cited by applicant]
US 6597809B1 · Ross et al. · 2003 [cited by applicant]
US 6643648B1 · Ross et al. · 2003 [cited by applicant]
US 6697500B2 · Woolston et al. · 2004 [cited by applicant]
US 6741724B1 · Bruce et al. · 2004 [cited by applicant]
US 6768810B2 · Emanuelsson et al. · 2004 [cited by applicant]
US 6778703B1 · Zlotnick · 2004 [cited by applicant]
US 6805926B2 · Cote et al. · 2004 [cited by applicant]
US 6816602B2 · Coffelt et al. · 2004 [cited by applicant]
US 6829369B2 · Poulin et al. · 2004 [cited by applicant]
US 6937748B1 · Schneider et al. · 2005 [cited by applicant]
US 6940391B1 · Ishikura et al. · 2005 [cited by applicant]
US 6961466B2 · Imagawa et al. · 2005 [cited by applicant]
US 6985925B2 · Ogawa · 2006 [cited by applicant]
US 6985926B1 · Ferlauto et al. · 2006 [cited by applicant]
US 7016532B2 · Boncyk et al. · 2006 [cited by applicant]
US 7031519B2 · Elmenhurst · 2006 [cited by applicant]
US 7096152B1 · Ong · 2006 [cited by applicant]
US 7120302B1 · Billester · 2006 [cited by applicant]
US 7121458B2 · Avant et al. · 2006 [cited by applicant]
US 7152047B1 · Nagel · 2006 [cited by applicant]
US 7171049B2 · Snapp · 2007 [cited by applicant]
US 7204415B2 · Payne et al. · 2007 [cited by applicant]
US 7212949B2 · Bachrach · 2007 [cited by applicant]
US 7333987B2 · Ross et al. · 2008 [cited by applicant]
US 7343623B2 · Ross · 2008 [cited by applicant]
US 7356162B2 · Caillon · 2008 [cited by applicant]
US 7379603B2 · Ross et al. · 2008 [cited by applicant]
US 7436979B2 · Bruce et al. · 2008 [cited by applicant]
US 7477780B2 · Boncyk et al. · 2009 [cited by applicant]
US 7518080B2 · Amato · 2009 [cited by applicant]
US 7602938B2 · Prokoski · 2009 [cited by applicant]
US 7674995B2 · Desprez et al. · 2010 [cited by applicant]
US 7676433B1 · Ross et al. · 2010 [cited by applicant]
US 7680306B2 · Boutant et al. · 2010 [cited by applicant]
US 7720256B2 · Desprez et al. · 2010 [cited by applicant]
US 7726457B2 · Maier et al. · 2010 [cited by applicant]
US 7726548B2 · Delavergne · 2010 [cited by applicant]
US 7748029B2 · Ross · 2010 [cited by applicant]
US 7822263B1 · Prokoski · 2010 [cited by applicant]
US 7834289B2 · Orbke et al. · 2010 [cited by applicant]
US 7853792B2 · Cowburn · 2010 [cited by applicant]
US 8022832B2 · Vogt et al. · 2011 [cited by applicant]
US 8032927B2 · Ross · 2011 [cited by applicant]
US 8108309B2 · Tan · 2012 [cited by applicant]
US 8162125B1 · Csulits et al. · 2012 [cited by applicant]
US 8180174B2 · Di et al. · 2012 [cited by applicant]
US 8180667B1 · Baluja et al. · 2012 [cited by applicant]
US 8194938B2 · Wechsler et al. · 2012 [cited by applicant]
US 8316418B2 · Ross · 2012 [cited by applicant]
US 8374020B2 · Katti · 2013 [cited by applicant]
US 8374399B1 · Talwerdi · 2013 [cited by applicant]
US 8374920B2 · Hedges et al. · 2013 [cited by applicant]
US 8391583B1 · Mennie et al. · 2013 [cited by applicant]
US 8428772B2 · Miette et al. · 2013 [cited by applicant]
US 8437530B1 · Mennie et al. · 2013 [cited by applicant]
US 8457354B1 · Kolar et al. · 2013 [cited by applicant]
US 8477992B2 · Paul et al. · 2013 [cited by applicant]
US 8520888B2 · Spitzig et al. · 2013 [cited by applicant]
US 8526743B1 · Campbell et al. · 2013 [cited by applicant]
US 8774455B2 · Elmenhurst et al. · 2014 [cited by applicant]
US 8856881B2 · Mouleswaran et al. · 2014 [cited by applicant]
US 8959029B2 · Jones et al. · 2015 [cited by applicant]
US 9031329B1 · Farid et al. · 2015 [cited by applicant]
US 9058543B2 · Campbell et al. · 2015 [cited by applicant]
US 9152862B2 · Ross et al. · 2015 [cited by applicant]
US 9170654B1 · Boncyk et al. · 2015 [cited by applicant]
US 9213845B1 · Taraki et al. · 2015 [cited by applicant]
US 9224196B2 · Duerksen et al. · 2015 [cited by applicant]
US 9234843B2 · Sopori et al. · 2016 [cited by applicant]
US 9245133B1 · Durst et al. · 2016 [cited by applicant]
US 9350552B2 · Elmenhurst et al. · 2016 [cited by applicant]
US 9350714B2 · Freeman et al. · 2016 [cited by applicant]
US 9361507B1 · Hoyos et al. · 2016 [cited by applicant]
US 9361596B2 · Ross et al. · 2016 [cited by applicant]
US 9424461B1 · Yuan et al. · 2016 [cited by applicant]
US 9443298B2 · Ross et al. · 2016 [cited by applicant]
US 9558463B2 · Ross et al. · 2017 [cited by applicant]
US 9582714B2 · Ross et al. · 2017 [cited by applicant]
US 9646206B2 · Ross et al. · 2017 [cited by applicant]
US 9665800B1 · Kuffner · 2017 [cited by applicant]
US 9741724B2 · Seshadri et al. · 2017 [cited by applicant]
US 10037537B2 · Withrow et al. · 2018 [cited by applicant]
US 10043073B2 · Ross et al. · 2018 [cited by applicant]
US 10192140B2 · Ross et al. · 2019 [cited by applicant]
US 10199886B2 · Li et al. · 2019 [cited by applicant]
US 10346852B2 · Ross et al. · 2019 [cited by applicant]
US 10505726B1 · Andon et al. · 2019 [cited by applicant]
US 10540664B2 · Ross et al. · 2020 [cited by applicant]
US 10572883B2 · Ross et al. · 2020 [cited by applicant]
US 10614302B2 · Withrow et al. · 2020 [cited by applicant]
US 10621594B2 · Land et al. · 2020 [cited by applicant]
US 10740767B2 · Withrow · 2020 [cited by applicant]
US 10936838B1 · Wong · 2021 [cited by applicant]
US 11682026B2 · Withrow · 2023 [cited by examiner]
US 20010010334A1 · Park et al. · 2001 [cited by applicant]
US 20010054031A1 · Lee et al. · 2001 [cited by applicant]
US 20020015515A1 · Lichtermann et al. · 2002 [cited by applicant]
US 20020073049A1 · Dutta · 2002 [cited by applicant]
US 20020134836A1 · Cash et al. · 2002 [cited by applicant]
US 20020168090A1 · Bruce et al. · 2002 [cited by applicant]
US 20030015395A1 · Hallowell et al. · 2003 [cited by applicant]
US 20030046103A1 · Amato et al. · 2003 [cited by applicant]
US 20030091724A1 · Mizoguchi · 2003 [cited by applicant]
US 20030120677A1 · Vernon · 2003 [cited by applicant]
US 20030138128A1 · Rhoads · 2003 [cited by applicant]
US 20030179931A1 · Sun · 2003 [cited by applicant]
US 20030182018A1 · Snapp · 2003 [cited by applicant]
US 20030208298A1 · Edmonds · 2003 [cited by applicant]
US 20030219145A1 · Smith · 2003 [cited by applicant]
US 20040027630A1 · Lizotte · 2004 [cited by applicant]
US 20040101174A1 · Sato et al. · 2004 [cited by applicant]
US 20040112962A1 · Farrall et al. · 2004 [cited by applicant]
US 20040218791A1 · Jiang et al. · 2004 [cited by applicant]
US 20040218801A1 · Houle et al. · 2004 [cited by applicant]
US 20040250085A1 · Tattan et al. · 2004 [cited by applicant]
US 20050007776A1 · Monk et al. · 2005 [cited by applicant]
US 20050038756A1 · Nagel · 2005 [cited by applicant]
US 20050065719A1 · Khan et al. · 2005 [cited by applicant]
US 20050086256A1 · Owens et al. · 2005 [cited by applicant]
US 20050111618A1 · Sommer et al. · 2005 [cited by applicant]
US 20050119786A1 · Kadaba · 2005 [cited by applicant]
US 20050125360A1 · Tidwell et al. · 2005 [cited by applicant]
US 20050131576A1 · De et al. · 2005 [cited by applicant]
US 20050137882A1 · Cameron et al. · 2005 [cited by applicant]
US 20050160271A9 · Brundage et al. · 2005 [cited by applicant]
US 20050169529A1 · Owechko et al. · 2005 [cited by applicant]
US 20050188213A1 · Xu · 2005 [cited by applicant]
US 20050204144A1 · Mizutani · 2005 [cited by applicant]
US 20050251285A1 · Boyce et al. · 2005 [cited by applicant]
US 20050257064A1 · Boutant et al. · 2005 [cited by applicant]
US 20050289061A1 · Kulakowski et al. · 2005 [cited by applicant]
US 20060010503A1 · Inoue et al. · 2006 [cited by applicant]
US 20060043169A1 · Haertel · 2006 [cited by applicant]
US 20060083414A1 · Neumann et al. · 2006 [cited by applicant]
US 20060109520A1 · Gossaye et al. · 2006 [cited by applicant]
US 20060131518A1 · Ross et al. · 2006 [cited by applicant]
US 20060165261A1 · Pira · 2006 [cited by applicant]
US 20060177104A1 · Prokoski · 2006 [cited by applicant]
US 20060253406A1 · Caillon · 2006 [cited by applicant]
US 20070036470A1 · Piersol et al. · 2007 [cited by applicant]
US 20070056041A1 · Goodman · 2007 [cited by applicant]
US 20070071291A1 · Yumoto et al. · 2007 [cited by applicant]
US 20070085710A1 · Bousquet et al. · 2007 [cited by applicant]
US 20070094155A1 · Dearing · 2007 [cited by applicant]
US 20070211651A1 · Ahmed et al. · 2007 [cited by applicant]
US 20070211964A1 · Agam et al. · 2007 [cited by applicant]
US 20070223791A1 · Shinzaki · 2007 [cited by applicant]
US 20070230656A1 · Lowes et al. · 2007 [cited by applicant]
US 20070263267A1 · Ditt · 2007 [cited by applicant]
US 20070269043A1 · Launay et al. · 2007 [cited by applicant]
US 20070282900A1 · Owens et al. · 2007 [cited by applicant]
US 20080005578A1 · Shafir · 2008 [cited by applicant]
US 20080008377A1 · Andel et al. · 2008 [cited by applicant]
US 20080011841A1 · Self et al. · 2008 [cited by applicant]
US 20080013804A1 · Moon et al. · 2008 [cited by applicant]
US 20080016355A1 · Beun et al. · 2008 [cited by applicant]
US 20080128496A1 · Bertranou et al. · 2008 [cited by applicant]
US 20080130947A1 · Ross et al. · 2008 [cited by applicant]
US 20080219503A1 · Di et al. · 2008 [cited by applicant]
US 20080250483A1 · Lee · 2008 [cited by applicant]
US 20080255758A1 · Graham et al. · 2008 [cited by applicant]
US 20080272585A1 · Conard et al. · 2008 [cited by applicant]
US 20080290005A1 · Bennett et al. · 2008 [cited by applicant]
US 20080294474A1 · Furka · 2008 [cited by applicant]
US 20090028379A1 · Belanger et al. · 2009 [cited by applicant]
US 20090057207A1 · Orbke et al. · 2009 [cited by applicant]
US 20090106042A1 · Maytal et al. · 2009 [cited by applicant]
US 20090134222A1 · Ikeda · 2009 [cited by applicant]
US 20090154778A1 · Lei et al. · 2009 [cited by applicant]
US 20090157733A1 · Kim et al. · 2009 [cited by applicant]
US 20090223099A1 · Versteeg · 2009 [cited by applicant]
US 20090232361A1 · Miller · 2009 [cited by applicant]
US 20090245652A1 · Bastos · 2009 [cited by applicant]
US 20090271029A1 · Doutre · 2009 [cited by applicant]
US 20090283583A1 · Cowburn et al. · 2009 [cited by applicant]
US 20090287498A2 · Choi · 2009 [cited by applicant]
US 20090307005A1 · Omartin et al. · 2009 [cited by applicant]
US 20100027834A1 · Spitzig et al. · 2010 [cited by applicant]
US 20100054551A1 · Decoux · 2010 [cited by applicant]
US 20100070527A1 · Chen · 2010 [cited by applicant]
US 20100104200A1 · Baras et al. · 2010 [cited by applicant]
US 20100157064A1 · Cheng et al. · 2010 [cited by applicant]
US 20100163612A1 · Caillon · 2010 [cited by applicant]
US 20100166303A1 · Rahimi · 2010 [cited by applicant]
US 20100174406A1 · Miette et al. · 2010 [cited by applicant]
US 20100286815A1 · Zimmermann · 2010 [cited by applicant]
US 20110026831A1 · Perronnin et al. · 2011 [cited by applicant]
US 20110049235A1 · Gerigk et al. · 2011 [cited by applicant]
US 20110064279A1 · Uno · 2011 [cited by applicant]
US 20110081043A1 · Sabol et al. · 2011 [cited by applicant]
US 20110091068A1 · Stuck et al. · 2011 [cited by applicant]
US 20110161117A1 · Busque et al. · 2011 [cited by applicant]
US 20110188709A1 · Gupta et al. · 2011 [cited by applicant]
US 20110194780A1 · Li et al. · 2011 [cited by applicant]
US 20110235920A1 · Iwamoto et al. · 2011 [cited by applicant]
US 20110267192A1 · Goldman et al. · 2011 [cited by applicant]
US 20120011119A1 · Baheti et al. · 2012 [cited by applicant]
US 20120042171A1 · White et al. · 2012 [cited by applicant]
US 20120089639A1 · Wang · 2012 [cited by applicant]
US 20120130868A1 · Loeken · 2012 [cited by applicant]
US 20120177281A1 · Frew · 2012 [cited by applicant]
US 20120185393A1 · Atsmon et al. · 2012 [cited by applicant]
US 20120199651A1 · Glazer · 2012 [cited by applicant]
US 20120242481A1 · Gernandt et al. · 2012 [cited by applicant]
US 20120243797A1 · Di Venuto Dayer et al. · 2012 [cited by applicant]
US 20120250945A1 · Peng et al. · 2012 [cited by applicant]
US 20130110719A1 · Carter et al. · 2013 [cited by applicant]
US 20130162394A1 · Etchegoyen · 2013 [cited by applicant]
US 20130212027A1 · Sharma et al. · 2013 [cited by applicant]
US 20130214164A1 · Zhang et al. · 2013 [cited by applicant]
US 20130273968A1 · Rhoads et al. · 2013 [cited by applicant]
US 20130277425A1 · Sharma et al. · 2013 [cited by applicant]
US 20130284803A1 · Wood et al. · 2013 [cited by applicant]
US 20140032322A1 · Schwieger et al. · 2014 [cited by applicant]
US 20140140570A1 · Ross et al. · 2014 [cited by applicant]
US 20140140571A1 · Elmenhurst et al. · 2014 [cited by applicant]
US 20140184843A1 · Campbell et al. · 2014 [cited by applicant]
US 20140201094A1 · Herrington et al. · 2014 [cited by applicant]
US 20140243232A1 · Meredith et al. · 2014 [cited by applicant]
US 20140270341A1 · Elmenhurst et al. · 2014 [cited by applicant]
US 20140314283A1 · Harding · 2014 [cited by applicant]
US 20140355890A1 · Highley · 2014 [cited by applicant]
US 20140380446A1 · Niu et al. · 2014 [cited by applicant]
US 20150043023A1 · Ito · 2015 [cited by applicant]
US 20150058142A1 · Lenahan et al. · 2015 [cited by applicant]
US 20150067346A1 · Ross · 2015 [cited by examiner]
US 20150078629A1 · Gottemukkula et al. · 2015 [cited by applicant]
US 20150086068A1 · Mulhearn et al. · 2015 [cited by applicant]
US 20150110364A1 · Niinuma et al. · 2015 [cited by applicant]
US 20150117701A1 · Ross et al. · 2015 [cited by applicant]
US 20150127430A1 · Hammer · 2015 [cited by applicant]
US 20150248587A1 · Oami et al. · 2015 [cited by applicant]
US 20150294189A1 · Benhimane et al. · 2015 [cited by applicant]
US 20150309502A1 · Breitgand et al. · 2015 [cited by applicant]
US 20150347815A1 · Dante et al. · 2015 [cited by applicant]
US 20150371087A1 · Ross et al. · 2015 [cited by applicant]
US 20160034913A1 · Zavarehi et al. · 2016 [cited by applicant]
US 20160034914A1 · Gonen et al. · 2016 [cited by applicant]
US 20160055651A1 · Oami · 2016 [cited by applicant]
US 20160057138A1 · Hoyos et al. · 2016 [cited by applicant]
US 20160072626A1 · Kouladjie · 2016 [cited by applicant]
US 20160117631A1 · McCloskey et al. · 2016 [cited by applicant]
US 20160162734A1 · Ross et al. · 2016 [cited by applicant]
US 20160180485A1 · Avila et al. · 2016 [cited by applicant]
US 20160180546A1 · Kim et al. · 2016 [cited by applicant]
US 20160189510A1 · Hutz · 2016 [cited by applicant]
US 20160203387A1 · Lee et al. · 2016 [cited by applicant]
US 20160300234A1 · Moss-Pultz et al. · 2016 [cited by applicant]
US 20160335520A1 · Ross et al. · 2016 [cited by applicant]
US 20170004444A1 · Krasko et al. · 2017 [cited by applicant]
US 20170032285A1 · Sharma et al. · 2017 [cited by applicant]
US 20170076132A1 · Sezan et al. · 2017 [cited by applicant]
US 20170132458A1 · Short et al. · 2017 [cited by applicant]
US 20170153069A1 · Huang et al. · 2017 [cited by applicant]
US 20170220901A1 · Klimovski et al. · 2017 [cited by applicant]
US 20170243230A1 · Ross et al. · 2017 [cited by applicant]
US 20170243231A1 · Withrow et al. · 2017 [cited by applicant]
US 20170243232A1 · Ross et al. · 2017 [cited by applicant]
US 20170243233A1 · Land et al. · 2017 [cited by applicant]
US 20170249491A1 · MacIntosh et al. · 2017 [cited by applicant]
US 20170251143A1 · Peruch et al. · 2017 [cited by applicant]
US 20170253069A1 · Kerkar et al. · 2017 [cited by applicant]
US 20170295301A1 · Liu et al. · 2017 [cited by applicant]
US 20170300905A1 · Withrow et al. · 2017 [cited by applicant]
US 20170344823A1 · Withrow et al. · 2017 [cited by applicant]
US 20170344824A1 · Martin · 2017 [cited by applicant]
US 20170372327A1 · Withrow · 2017 [cited by applicant]
US 20180000359A1 · Watanabe · 2018 [cited by applicant]
US 20180012008A1 · Withrow et al. · 2018 [cited by applicant]
US 20180018627A1 · Ross et al. · 2018 [cited by applicant]
US 20180018838A1 · Fankhauser et al. · 2018 [cited by applicant]
US 20180024074A1 · Ranieri et al. · 2018 [cited by applicant]
US 20180024178A1 · House et al. · 2018 [cited by applicant]
US 20180039818A1 · Kim et al. · 2018 [cited by applicant]
US 20180047128A1 · Ross et al. · 2018 [cited by applicant]
US 20180053312A1 · Ross et al. · 2018 [cited by applicant]
US 20180121643A1 · Talwerdi et al. · 2018 [cited by applicant]
US 20180129861A1 · Kim et al. · 2018 [cited by applicant]
US 20180144211A1 · Ross et al. · 2018 [cited by applicant]
US 20180174586A1 · Zamora Esquivel et al. · 2018 [cited by applicant]
US 20180218505A1 · Kim et al. · 2018 [cited by applicant]
US 20180293370A1 · Kim et al. · 2018 [cited by applicant]
US 20180315058A1 · Withrow et al. · 2018 [cited by applicant]
US 20180341766A1 · Anagnostopoulos · 2018 [cited by applicant]
US 20180349694A1 · Ross et al. · 2018 [cited by applicant]
US 20190026581A1 · Leizerson · 2019 [cited by applicant]
US 20190034518A1 · Liu et al. · 2019 [cited by applicant]
US 20190034694A1 · Ross · 2019 [cited by applicant]
US 20190102873A1 · Wang et al. · 2019 [cited by applicant]
US 20190102973A1 · Oyama et al. · 2019 [cited by applicant]
US 20190130082A1 · Alameh et al. · 2019 [cited by applicant]
US 20190228174A1 · Withrow et al. · 2019 [cited by applicant]
US 20190266373A1 · Hirokawa · 2019 [cited by applicant]
US 20190279017A1 · Graham et al. · 2019 [cited by applicant]
US 20190287118A1 · Ross et al. · 2019 [cited by applicant]
US 20190342102A1 · Hao et al. · 2019 [cited by applicant]
US 20190354822A1 · Pic et al. · 2019 [cited by applicant]
US 20190362186A1 · Irshad et al. · 2019 [cited by applicant]
US 20200153822A1 · Land et al. · 2020 [cited by applicant]
US 20200226366A1 · Withrow et al. · 2020 [cited by applicant]
US 20200233901A1 · Crowley et al. · 2020 [cited by applicant]
US 20200250395A1 · Ross et al. · 2020 [cited by applicant]
US 20200257791A1 · Shannon et al. · 2020 [cited by applicant]
US 20200334689A1 · Withrow · 2020 [cited by applicant]
US 20200349379A1 · Ross · 2020 [cited by applicant]
US 20200356751A1 · Matsuda et al. · 2020 [cited by applicant]
US 20200356772A1 · Withrow et al. · 2020 [cited by applicant]
US 20210375291A1 · Zeng et al. · 2021 [cited by applicant]
DE 102006005927A1 · 2007 [cited by applicant]
EP 0439669A2 · 1991 [cited by applicant]
EP 0759596A2 · 1997 [cited by applicant]
EP 1016548A2 · 2000 [cited by applicant]
EP 1016549A1 · 2000 [cited by applicant]
EP 1719070B1 · 2009 [cited by applicant]
EP 2107506A1 · 2009 [cited by applicant]
EP 2166493A1 · 2010 [cited by applicant]
EP 2195621B1 · 2013 [cited by applicant]
EP 2866193A1 · 2015 [cited by applicant]
EP 2257909B1 · 2015 [cited by applicant]
EP 2869240A2 · 2015 [cited by applicant]
EP 2869241A2 · 2015 [cited by applicant]
EP 3208744A1 · 2017 [cited by applicant]
EP 3249581A1 · 2017 [cited by applicant]
EP 3267384A1 · 2018 [cited by applicant]
EP 3270342A1 · 2018 [cited by applicant]
EP 3435287A2 · 2019 [cited by applicant]
EP 3514715A1 · 2019 [cited by applicant]
ES 2467465A2 · 2014 [cited by applicant]
GB 2097979A · 1982 [cited by applicant]
GB 2446837A · 2008 [cited by applicant]
GB 2482127A · 2012 [cited by applicant]
JP 61234481 · 1986 [cited by applicant]
JP H07192112A · 1995 [cited by applicant]
JP 2005321935A · 2005 [cited by applicant]
JP 2007213148A · 2007 [cited by applicant]
JP 2008021082A · 2008 [cited by applicant]
JP 2010146158A · 2010 [cited by applicant]
JP 5278978B2 · 2013 [cited by applicant]
KR 20010016395A · 2001 [cited by applicant]
KR 20120009654A · 2012 [cited by applicant]
WO 2005086616A2 · 2005 [cited by applicant]
WO 2006038114A1 · 2006 [cited by applicant]
WO 2007028799A1 · 2007 [cited by applicant]
WO 2007031176A1 · 2007 [cited by applicant]
WO 2007071788A1 · 2007 [cited by applicant]
WO 2007090437A1 · 2007 [cited by applicant]
WO 2007144598A1 · 2007 [cited by applicant]
WO 2009030853A1 · 2009 [cited by applicant]
WO 2009089126A1 · 2009 [cited by applicant]
WO 2009115611A2 · 2009 [cited by applicant]
WO 2010018464A2 · 2010 [cited by applicant]
WO 2010018646A1 · 2010 [cited by applicant]
WO 2012145842A1 · 2012 [cited by applicant]
WO 2013051019A1 · 2013 [cited by applicant]
WO 2013126221A1 · 2013 [cited by applicant]
WO 2013173408A1 · 2013 [cited by applicant]
WO 2015004434A1 · 2015 [cited by applicant]
WO 2016081755A1 · 2016 [cited by applicant]
WO 2016081831A1 · 2016 [cited by applicant]
Schwabe Williamson & Wyatt, PC—Listing of Related Cases; dated Sep. 16, 2017; 2 pages. [cited by applicant]
Scott, Von Duhn , et al., “Three-View Surveillance Video Based Face Modeling for Recognition”, Biometrics Symposium, 2007, IEEE, PI, Sep. 30, 2007, 6 pages XP031202430. [cited by applicant]
Sharma et al., “The Fake vs Real Goods Problem: Microscopy and Machine Learning to the Rescue,” KDD 2017 Applied Data Science Paper, Aug. 13-17, 2017, Halifax, NS, Canada, 9 pages. [cited by applicant]
Shi et al., “Smart Cameras: Fundamentals and Classification,” Chapter 2, Belbachir (ed.), Smart Cameras, Springer, New York, New York, USA 2010, pp. 19-34. [cited by applicant]
Shields, “How to Shop Savvy With Red Laser,” published online on Mar. 22, 2010; https ://i phone.appstomn.net/reviews/lifestyle/how-to-shop-savvy-with-redlaser/, downloaded Mar. 22, 2010, 8 pages). [cited by applicant]
Smith, “Fireball: A Forensic Ballistic Imaging System: Proceedings of the 31st Annual International Carnahan Conference on Security Technology,” Canberra, Australia, Oct. 15-17, 1997, pp. 64-70. [cited by applicant]
Takahashi et al., “Mass-produced Parts Traceability System Based on Automated Scanning of Fingerprint of Things,” 15th IAPR International Conference on Machine Vision Applications, Nagoya, Japan, May 8-12, 2017, 5 pages. [cited by applicant]