IP Library Granted Patent US 12,265,573
Granted Patent B2
US 12,265,573 · App. 17/946,312 · Granted Apr 1, 2025

Automated local story generation and curation

Inventors: Maria Pavlovskaia (San Francisco, CA); Evan Spiegel (Los Angeles, CA)
Assignee: SNAP INC.
G06F16/48G06F16/29G06F16/40G06F16/435G06F16/437G06F16/487G06F16/489G06F16/9537G06F40/10G06F40/189
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 12,265,573
App. No.
17/946,312
Granted
Apr 1, 2025
Kind
B2
Abstract

Systems and methods for automated local story generation and curation are described. In one example embodiment, a server computer receives content from client devices, and processes the content to identify content characteristics. Stories are then generated based on the characteristics of the received content, and the stories are communicated to client devices. In certain embodiments, selection at a client device of an individual piece of content within a story may further be used by the system to provide the client device with a sub-story that includes pieces of content sharing content characteristics with the characteristics of the selected image or video.

Claims (81)

1. A method comprising:

receiving, at a server system, a plurality of content items comprising a first plurality of video clips;

processing, by the server system the first plurality of video clips to determine a first plurality of content characteristics for the first plurality of video clips;

generating, by the server system, first content collection, the first content collection comprising a second plurality of video clips selected from the first plurality of video clips, wherein the second plurality video clips are selected from the first plurality of video clips based on the plurality of content characteristics and a first geographic visibility area, the first geographic visibility area based on locations associated with the first plurality of video clips;

communicating the first content collection to one or more client devices;

receiving, at the server system, a communication from a client device of the one or more client devices indicating a selection of a video clip of the second plurality of video clips;

determining a second geographic visibility area based on the communication and communications from the one or more client devices;

generating, by the server system, a second content collection, wherein the second content collection comprises a third plurality of video clips, wherein the third plurality of video clips are selected from the first plurality of video clips based on having one or more content characteristics in common with the selected video clip and the second geographic visibility area;

causing the second content collection to be communicated to the client device;

receiving, at the server system, a plurality of communications from the client device indicating selections of a fourth plurality of video clips of the third plurality of video clips;

processing, by the server system the fourth plurality of video clips to determine a second plurality of content characteristics for the fourth plurality of video clips;

determining, based on selections of the first plurality of video clips by the client device and a plurality of other client devices, a feedback baseline values for the first plurality of video clips;

generating, by the server system, a third content collection, wherein the third content collection comprises a fifth plurality of video clips, wherein the fifth plurality of video clips are selected from the first plurality of video clips based on the second plurality of content characteristics and further based on comparing feedback received for the videos of the first plurality of video clips with the feedback baseline values for the first plurality of video clips; and

causing the third content collection to be communicated to the client device.

2. The method of claim 1 wherein the processing further comprises:

processing, by the server system using machine vision, the first plurality of video clips to determine the first plurality of content characteristics for the first plurality of video clips.

3. The method of claim 1 further comprising:

receiving the plurality of content items from a plurality of client devices, wherein the plurality of content items are captured by image sensors of the plurality of client devices, and wherein the plurality of content items comprise a location associated with a corresponding content item, and a time associated with the corresponding content item.

4. The method of claim 3 wherein the plurality of client devices comprises the one or more client devices.

5. The method of claim 1 wherein the plurality of content characteristics comprises one or more of:

a local content geolocation area;

a content time period;

one or more content quality metrics; or

one or more content categories.

6. The method of claim 1 further comprising:

receiving, from the client device, a client device location;

communicating at least two video clips of the first plurality of video clips to the client device, wherein the at least two video clips wherein each of the at least two video clips is associated with a visibility area, and wherein the visibility area for each of the at least two video clips encompasses the client device location.

7. The method of claim 6 wherein the visibility area is a first visibility area and wherein the method further comprises:

receiving, at the server system, a plurality of communications from the client device indicating selections of a fourth plurality of video clips of the third plurality of video clips;

processing, by the server system the fourth plurality of video clips to determine a second visibility area;

generating, by the server system, a third content collection, wherein the third content collection comprises a fifth plurality of video clips, wherein the fifth plurality of video clips are selected from the first plurality of video clips based on the second visibility area; and

causing the third content collection to be communicated to the client device.

8. The method of claim 1 wherein the communication is a first communication and wherein the method further comprises:

receiving, at the server system, a second communication from the client device, the second communication indicating a selection of a video clip of the third plurality of video clips;

processing, by the server system the video clip to determine a category for the video clip;

generating, by the server system, a third content collection, wherein the third content collection comprises a fifth plurality of video clips, wherein the fifth plurality of video clips are selected from the first plurality of video clips based on the category; and

causing the third content collection to be communicated to the client device.

9. The method of claim 8 wherein the category is determined based on one or more images included in the video clip.

10. The method of claim 8 wherein the category is a first category and wherein the method further comprises:

processing, by the server system the video clip to determine a second category for the video clip;

generating, by the server system, a fourth content collection, wherein the fourth content collection comprises a sixth plurality of video clips, wherein the sixth plurality of video clips are selected from the first plurality of video clips based on the second category; and

causing the fourth content collection to be communicated to the client device.

11. The method of claim 10 further comprising:

causing to be displaying an indication of the third content collection and the fourth content collection on a display of the client device.

12. A server system comprising:

memory; and

one or more processors coupled to the memory and configured to perform operations comprising:

receiving, at a server system, a plurality of content items comprising a first plurality of video clips;

processing, by the server system the first plurality of video clips to determine a first plurality of content characteristics for the first plurality of video clips;

generating, by the server system, first content collection, the first content collection comprising a second plurality of video clips selected from the first plurality of video clips, wherein the second plurality video clips are selected from the first plurality of video clips based on the plurality of content characteristics and a first geographic visibility area, the first geographic visibility area based on locations associated with the first plurality of video clips;

communicating the first content collection to one or more client devices;

receiving, at the server system, a communication from a client device of the one or more client devices indicating a selection of a video clip of the second plurality of video clips;

determining a second geographic visibility area based on the communication and communications from the one or more client devices;

generating, by the server system, a second content collection, wherein the second content collection comprises a third plurality of video clips, wherein the third plurality of video clips are selected from the first plurality of video clips based on having one or more content characteristics in common with the selected video clip and the second geographic visibility area,

causing the second content collection to be communicated to the client device;

receiving, at the server system, a plurality of communications from the client device indicating selections of a fourth plurality of video clips of the third plurality of video clips,

processing, by the server system the fourth plurality of video clips to determine a second plurality of content characteristics for the fourth plurality of video clips;

determining, based on selections of the first plurality of video clips by the client device and a plurality of other client devices, a feedback baseline values for the first plurality of video clips;

generating, by the server system, a third content collection, wherein the third content collection comprises a fifth plurality of video clips, wherein the fifth plurality of video clips are selected from the first plurality of video clips based on the second plurality of content characteristics and further based on comparing feedback received for the videos of the first plurality of video clips with the feedback baseline values for the first plurality of video clips; and

causing the third content collection to be communicated to the client device.

13. The server system of claim 12 wherein the operations further comprise:

processing, by the server system using machine vision, the first plurality of video clips to determine the first plurality of content characteristics for the first plurality of video clips.

14. The server system of claim 12 wherein the operations further comprise:

receiving the plurality of content items from a plurality of client devices, wherein the plurality of content items are captured by image sensors of the plurality of client devices, and wherein the plurality of content items comprise a location associated with a corresponding content item, and a time associated with the corresponding content item.

15. The server system of claim 14 wherein the plurality of client devices comprises the one or more client devices.

16. A non-transitory computer-readable storage medium that stores instructions for execution by one or more processors of a server system, the instructions to configure the one or more processors to:

receiving, at a server system, a plurality of content items comprising a first plurality of video clips;

processing, by the server system the first plurality of video clips to determine a first plurality of content characteristics for the first plurality of video clips;

generating, by the server system, first content collection, the first content collection comprising a second plurality of video clips selected from the first plurality of video clips, wherein the second plurality video clips are selected from the first plurality of video clips based on the plurality of content characteristics and a first geographic visibility area, the first geographic visibility area based on locations associated with the first plurality of video clips;

communicating the first content collection to one or more client devices;

receiving, at the server system, a communication from a client device of the one or more client devices indicating a selection of a video clip of the second plurality of video clips;

determining a second geographic visibility area based on the communication and communications from the one or more client devices;

generating, by the server system, a second content collection, wherein the second content collection comprises a third plurality of video clips, wherein the third plurality of video clips are selected from the first plurality of video clips based on having one or more content characteristics in common with the selected video clip and the second geographic visibility area;

causing the second content collection to be communicated to the client device;

receiving, at the server system, a plurality of communications from the client device indicating selections of a fourth plurality of video clips of the third plurality of video clips;

processing, by the server system the fourth plurality of video clips to determine a second plurality of content characteristics for the fourth plurality of video clips;

determining, based on selections of the first plurality of video clips by the client device and a plurality of other client devices, a feedback baseline values for the first plurality of video clips;

generating, by the server system, a third content collection, wherein the third content collection comprises a fifth plurality of video clips, wherein the fifth plurality of video clips are selected from the first plurality of video clips based on the second plurality of content characteristics and further based on comparing feedback received for the videos of the first plurality of video clips with the feedback baseline values for the first plurality of video clips; and

causing the third content collection to be communicated to the client device.

17. A non-transitory computer-readable storage medium of claim 16 wherein the instruction further configure the one or more processors to:

process, by the server system using machine vision, the first plurality of video clips to determine the first plurality of content characteristics for the first plurality of video clips.

Assignments (2)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Apr 10, 2023
From: PAVLOVSKAIA, MARIA; SPIEGEL, EVAN
To: SNAPCHAT INC.
Reel/Frame 063275/0304 →
CHANGE OF NAME Recorded Apr 10, 2023
From: SNAPCHAT INC.
To: SNAP INC.
Reel/Frame 063282/0041 →
Continuity (6)
Continuation 16786933 · Feb 10, 2020
Continuation 15853609 · Dec 22, 2017
Continuation 15853619 · Dec 22, 2017
Continuation 14704188 · May 5, 2015
Continuation 14704188 · May 5, 2015
Related Publication 20230080722A1 · Mar 16, 2023
References Cited (400)
US 666223A · Shedlock · 1901 [cited by applicant]
US 4581634A · Williams · 1986 [cited by applicant]
US 4975690A · Torres · 1990 [cited by applicant]
US 5072412A · Henderson, Jr. et al. · 1991 [cited by applicant]
US 5493692A · Theimer et al. · 1996 [cited by applicant]
US 5713073A · Warsta · 1998 [cited by applicant]
US 5754939A · Herz et al. · 1998 [cited by applicant]
US 5855008A · Goldhaber et al. · 1998 [cited by applicant]
US 5883639A · Walton et al. · 1999 [cited by applicant]
US 5999932A · Paul · 1999 [cited by applicant]
US 6012098A · Bayeh et al. · 2000 [cited by applicant]
US 6014090A · Rosen et al. · 2000 [cited by applicant]
US 6029141A · Bezos et al. · 2000 [cited by applicant]
US 6038295A · Mattes · 2000 [cited by applicant]
US 6049711A · Yehezkel et al. · 2000 [cited by applicant]
US 6154764A · Nitta et al. · 2000 [cited by applicant]
US 6167435A · Druckenmiller et al. · 2000 [cited by applicant]
US 6204840B1 · Petelycky et al. · 2001 [cited by applicant]
US 6205432B1 · Gabbard et al. · 2001 [cited by applicant]
US 6216141B1 · Straub et al. · 2001 [cited by applicant]
US 6285381B1 · Sawano et al. · 2001 [cited by applicant]
US 6285987B1 · Roth et al. · 2001 [cited by applicant]
US 6310694B1 · Okimoto et al. · 2001 [cited by applicant]
US 6317789B1 · Rakavy et al. · 2001 [cited by applicant]
US 6334149B1 · Davis, Jr. et al. · 2001 [cited by applicant]
US 6349203B1 · Asaoka et al. · 2002 [cited by applicant]
US 6353170B1 · Eyzaguirre et al. · 2002 [cited by applicant]
US 6446004B1 · Cao et al. · 2002 [cited by applicant]
US 6449657B2 · Stanbach et al. · 2002 [cited by applicant]
US 6456852B2 · Bar et al. · 2002 [cited by applicant]
US 6484196B1 · Maurille · 2002 [cited by applicant]
US 6487601B1 · Hubacher et al. · 2002 [cited by applicant]
US 6523008B1 · Avrunin · 2003 [cited by applicant]
US 6542749B2 · Tanaka et al. · 2003 [cited by applicant]
US 6549768B1 · Fraccaroli · 2003 [cited by applicant]
US 6618593B1 · Drutman et al. · 2003 [cited by applicant]
US 6622174B1 · Ukita et al. · 2003 [cited by applicant]
US 6631463B1 · Floyd et al. · 2003 [cited by applicant]
US 6636247B1 · Hamzy et al. · 2003 [cited by applicant]
US 6636855B2 · Holloway et al. · 2003 [cited by applicant]
US 6643684B1 · Malkin et al. · 2003 [cited by applicant]
US 6658095B1 · Yoakum et al. · 2003 [cited by applicant]
US 6665531B1 · Soderbacka et al. · 2003 [cited by applicant]
US 6668173B2 · Greene · 2003 [cited by applicant]
US 6684238B1 · Dutta · 2004 [cited by applicant]
US 6684257B1 · Camut et al. · 2004 [cited by applicant]
US 6698020B1 · Zigmond et al. · 2004 [cited by applicant]
US 6700506B1 · Winkler · 2004 [cited by applicant]
US 6720860B1 · Narayanaswami · 2004 [cited by applicant]
US 6724403B1 · Santoro et al. · 2004 [cited by applicant]
US 6757713B1 · Ogilvie et al. · 2004 [cited by applicant]
US 6832222B1 · Zimowski · 2004 [cited by applicant]
US 6834195B2 · Brandenberg et al. · 2004 [cited by applicant]
US 6836792B1 · Chen · 2004 [cited by applicant]
US 6898626B2 · Ohashi · 2005 [cited by applicant]
US 6959324B1 · Kubik et al. · 2005 [cited by applicant]
US 6970088B2 · Kovach · 2005 [cited by applicant]
US 6970907B1 · Ullmann et al. · 2005 [cited by applicant]
US 6980909B2 · Root et al. · 2005 [cited by applicant]
US 6981040B1 · Konig et al. · 2005 [cited by applicant]
US 7020494B2 · Spriestersbach et al. · 2006 [cited by applicant]
US 7027124B2 · Foote et al. · 2006 [cited by applicant]
US 7043555B1 · McClain et al. · 2006 [cited by applicant]
US 7072963B2 · Anderson et al. · 2006 [cited by applicant]
US 7085571B2 · Kalhan et al. · 2006 [cited by applicant]
US 7110744B2 · Freeny, Jr. · 2006 [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 7188143B2 · Szeto · 2007 [cited by applicant]
US 7203380B2 · Chiu et al. · 2007 [cited by applicant]
US 7206568B2 · Sudit · 2007 [cited by applicant]
US 7227937B1 · Yoakum et al. · 2007 [cited by applicant]
US 7237002B1 · Estrada et al. · 2007 [cited by applicant]
US 7240089B2 · Boudreau · 2007 [cited by applicant]
US 7269426B2 · Kokkonen et al. · 2007 [cited by applicant]
US 7280658B2 · Amini et al. · 2007 [cited by applicant]
US 7315823B2 · Brondrup · 2008 [cited by applicant]
US 7349768B2 · Bruce et al. · 2008 [cited by applicant]
US 7356564B2 · Hartselle et al. · 2008 [cited by applicant]
US 7394345B1 · Ehlinger et al. · 2008 [cited by applicant]
US 7411493B2 · Smith · 2008 [cited by applicant]
US 7423580B2 · Markhovsky et al. · 2008 [cited by applicant]
US 7454442B2 · Cobleigh et al. · 2008 [cited by applicant]
US 7508419B2 · Toyama et al. · 2009 [cited by applicant]
US 7512649B2 · Faybishenko et al. · 2009 [cited by applicant]
US 7519670B2 · Hagale et al. · 2009 [cited by applicant]
US 7535890B2 · Rojas · 2009 [cited by applicant]
US 7546554B2 · Chiu et al. · 2009 [cited by applicant]
US 7607096B2 · Oreizy et al. · 2009 [cited by applicant]
US 7639943B1 · Kalajan · 2009 [cited by applicant]
US 7650231B2 · Gadler · 2010 [cited by applicant]
US 7668537B2 · DeVries · 2010 [cited by applicant]
US 7770137B2 · Forbes et al. · 2010 [cited by applicant]
US 7778973B2 · Choi · 2010 [cited by applicant]
US 7779444B2 · Glad · 2010 [cited by applicant]
US 7787886B2 · Markhovsky et al. · 2010 [cited by applicant]
US 7796946B2 · Eisenbach · 2010 [cited by applicant]
US 7801954B2 · Cadiz et al. · 2010 [cited by applicant]
US 7856360B2 · Kramer et al. · 2010 [cited by applicant]
US 8001204B2 · Burtner et al. · 2011 [cited by applicant]
US 8032586B2 · Challenger et al. · 2011 [cited by applicant]
US 8082255B1 · Carlson, Jr. et al. · 2011 [cited by applicant]
US 8090351B2 · Klein · 2012 [cited by applicant]
US 8098904B2 · Ioffe et al. · 2012 [cited by applicant]
US 8099109B2 · Altman et al. · 2012 [cited by applicant]
US 8112716B2 · Kobayashi · 2012 [cited by applicant]
US 8131597B2 · Hudetz · 2012 [cited by applicant]
US 8135166B2 · Rhoads · 2012 [cited by applicant]
US 8136028B1 · Loeb et al. · 2012 [cited by applicant]
US 8146001B1 · Reese · 2012 [cited by applicant]
US 8161115B2 · Yamamoto · 2012 [cited by applicant]
US 8161417B1 · Lee · 2012 [cited by applicant]
US 8195203B1 · Tseng · 2012 [cited by applicant]
US 8199747B2 · Rojas et al. · 2012 [cited by applicant]
US 8208943B2 · Petersen · 2012 [cited by applicant]
US 8214443B2 · Hamburg · 2012 [cited by applicant]
US 8234350B1 · Gu et al. · 2012 [cited by applicant]
US 8276092B1 · Narayanan et al. · 2012 [cited by applicant]
US 8279090B2 · Becker · 2012 [cited by applicant]
US 8279319B2 · Date · 2012 [cited by applicant]
US 8280406B2 · Ziskind et al. · 2012 [cited by applicant]
US 8285199B2 · Hsu et al. · 2012 [cited by applicant]
US 8287380B2 · Nguyen et al. · 2012 [cited by applicant]
US 8301159B2 · Hamynen et al. · 2012 [cited by applicant]
US 8306922B1 · Kunal et al. · 2012 [cited by applicant]
US 8312086B2 · Velusamy et al. · 2012 [cited by applicant]
US 8312097B1 · Siegel et al. · 2012 [cited by applicant]
US 8326315B2 · Phillips et al. · 2012 [cited by applicant]
US 8326327B2 · Hymel et al. · 2012 [cited by applicant]
US 8332475B2 · Rosen et al. · 2012 [cited by applicant]
US 8352546B1 · Dollard · 2013 [cited by applicant]
US 8379130B2 · Forutanpour et al. · 2013 [cited by applicant]
US 8385950B1 · Wagner et al. · 2013 [cited by applicant]
US 8402097B2 · Szeto · 2013 [cited by applicant]
US 8405773B2 · Hayashi et al. · 2013 [cited by applicant]
US 8418067B2 · Cheng et al. · 2013 [cited by applicant]
US 8423409B2 · Rao · 2013 [cited by applicant]
US 8471914B2 · Sakiyama et al. · 2013 [cited by applicant]
US 8472935B1 · Fujisaki · 2013 [cited by applicant]
US 8510383B2 · Hurley et al. · 2013 [cited by applicant]
US 8527345B2 · Rothschild et al. · 2013 [cited by applicant]
US 8554627B2 · Svendsen et al. · 2013 [cited by applicant]
US 8560612B2 · Kilmer et al. · 2013 [cited by applicant]
US 8594680B2 · Ledlie et al. · 2013 [cited by applicant]
US 8613089B1 · Holloway et al. · 2013 [cited by applicant]
US 8639767B1 · Harris et al. · 2014 [cited by applicant]
US 8660358B1 · Bergboer et al. · 2014 [cited by applicant]
US 8660369B2 · Llano et al. · 2014 [cited by applicant]
US 8660793B2 · Ngo et al. · 2014 [cited by applicant]
US 8682350B2 · Altman et al. · 2014 [cited by applicant]
US 8718333B2 · Wolf et al. · 2014 [cited by applicant]
US 8724622B2 · Rojas · 2014 [cited by applicant]
US 8732168B2 · Johnson · 2014 [cited by applicant]
US 8744523B2 · Fan et al. · 2014 [cited by applicant]
US 8745132B2 · Obradovich · 2014 [cited by applicant]
US 8761800B2 · Kuwahara · 2014 [cited by applicant]
US 8768876B2 · Shim et al. · 2014 [cited by applicant]
US 8775972B2 · Spiegel · 2014 [cited by applicant]
US 8788680B1 · Naik · 2014 [cited by applicant]
US 8790187B2 · Walker et al. · 2014 [cited by applicant]
US 8797415B2 · Arnold · 2014 [cited by applicant]
US 8798646B1 · Wang et al. · 2014 [cited by applicant]
US 8849829B2 · Shalabi et al. · 2014 [cited by applicant]
US 8856349B2 · Jain et al. · 2014 [cited by applicant]
US 8874677B2 · Rosen et al. · 2014 [cited by applicant]
US 8886227B2 · Schmidt et al. · 2014 [cited by applicant]
US 8909679B2 · Root et al. · 2014 [cited by applicant]
US 8909725B1 · Sehn · 2014 [cited by applicant]
US 8965409B2 · Abhyanker · 2015 [cited by applicant]
US 8972357B2 · Shim et al. · 2015 [cited by applicant]
US 8995433B2 · Rojas · 2015 [cited by applicant]
US 9015285B1 · Ebsen et al. · 2015 [cited by applicant]
US 9020745B2 · Johnston et al. · 2015 [cited by applicant]
US 9040574B2 · Wang et al. · 2015 [cited by applicant]
US 9055416B2 · Rosen 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 9110977B1 · Pierre · 2015 [cited by examiner]
US 9113301B1 · Spiegel et al. · 2015 [cited by applicant]
US 9119027B2 · Sharon et al. · 2015 [cited by applicant]
US 9123074B2 · Jacobs et al. · 2015 [cited by applicant]
US 9143382B2 · Bhogal et al. · 2015 [cited by applicant]
US 9143681B1 · Ebsen et al. · 2015 [cited by applicant]
US 9152477B1 · Campbell et al. · 2015 [cited by applicant]
US 9191776B2 · Root et al. · 2015 [cited by applicant]
US 9204252B2 · Root · 2015 [cited by applicant]
US 9225897B1 · Sehn et al. · 2015 [cited by applicant]
US 9256761B1 · Sahu et al. · 2016 [cited by applicant]
US 9258459B2 · Hartley · 2016 [cited by applicant]
US 9311384B1 · Jain · 2016 [cited by examiner]
US 9344606B2 · Hartley et al. · 2016 [cited by applicant]
US 9385983B1 · Sehn · 2016 [cited by applicant]
US 9396354B1 · Murphy et al. · 2016 [cited by applicant]
US 9407712B1 · Sehn · 2016 [cited by applicant]
US 9407816B1 · Sehn · 2016 [cited by applicant]
US 9418482B1 · Yang et al. · 2016 [cited by applicant]
US 9430783B1 · Sehn · 2016 [cited by applicant]
US 9439041B2 · Parvizi et al. · 2016 [cited by applicant]
US 9443227B2 · Evans et al. · 2016 [cited by applicant]
US 9450907B2 · Pridmore et al. · 2016 [cited by applicant]
US 9459778B2 · Hogeg et al. · 2016 [cited by applicant]
US 9489661B2 · Evans et al. · 2016 [cited by applicant]
US 9491134B2 · Rosen 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 9552399B1 · Browning et al. · 2017 [cited by applicant]
US 9628950B1 · Noeth et al. · 2017 [cited by applicant]
US 9652475B2 · Shakib et al. · 2017 [cited by applicant]
US 9710821B2 · Heath · 2017 [cited by applicant]
US 9854219B2 · Sehn · 2017 [cited by applicant]
US 9881094B2 · Pavlovskaia · 2018 [cited by applicant]
US 9952742B2 · Plesur et al. · 2018 [cited by applicant]
US 10223438B1 · Xu et al. · 2019 [cited by applicant]
US 10592574B2 · Pavlovskaia et al. · 2020 [cited by applicant]
US 11392633B2 · Pavlovskaia et al. · 2022 [cited by applicant]
US 11449539B2 · Pavlovskaia et al. · 2022 [cited by applicant]
US 20020047868A1 · Miyazawa · 2002 [cited by applicant]
US 20020053078A1 · Holtz et al. · 2002 [cited by applicant]
US 20020078456A1 · Hudson et al. · 2002 [cited by applicant]
US 20020087631A1 · Sharma · 2002 [cited by applicant]
US 20020097257A1 · Miller et al. · 2002 [cited by applicant]
US 20020122659A1 · Mcgrath et al. · 2002 [cited by applicant]
US 20020128047A1 · Gates · 2002 [cited by applicant]
US 20020144154A1 · Tomkow · 2002 [cited by applicant]
US 20030001846A1 · Davis et al. · 2003 [cited by applicant]
US 20030016247A1 · Lai et al. · 2003 [cited by applicant]
US 20030017823A1 · Mager et al. · 2003 [cited by applicant]
US 20030020623A1 · Cao et al. · 2003 [cited by applicant]
US 20030023874A1 · Prokupets et al. · 2003 [cited by applicant]
US 20030037124A1 · Yamaura et al. · 2003 [cited by applicant]
US 20030052925A1 · Daimon et al. · 2003 [cited by applicant]
US 20030101230A1 · Benschoter et al. · 2003 [cited by applicant]
US 20030110503A1 · Perkes · 2003 [cited by applicant]
US 20030126215A1 · Udell · 2003 [cited by applicant]
US 20030131362A1 · Jasinschi et al. · 2003 [cited by applicant]
US 20030148773A1 · Spriestersbach et al. · 2003 [cited by applicant]
US 20030164856A1 · Prager et al. · 2003 [cited by applicant]
US 20030229607A1 · Zellweger et al. · 2003 [cited by applicant]
US 20040027371A1 · Jaeger · 2004 [cited by applicant]
US 20040064429A1 · Hirstius et al. · 2004 [cited by applicant]
US 20040078367A1 · Anderson et al. · 2004 [cited by applicant]
US 20040111467A1 · Willis · 2004 [cited by applicant]
US 20040158739A1 · Wakai et al. · 2004 [cited by applicant]
US 20040189465A1 · Capobianco et al. · 2004 [cited by applicant]
US 20040203959A1 · Coombes · 2004 [cited by applicant]
US 20040215625A1 · Svendsen et al. · 2004 [cited by applicant]
US 20040243531A1 · Dean · 2004 [cited by applicant]
US 20040243688A1 · Wugofski · 2004 [cited by applicant]
US 20050021444A1 · Bauer et al. · 2005 [cited by applicant]
US 20050022211A1 · Veselov et al. · 2005 [cited by applicant]
US 20050048989A1 · Jung · 2005 [cited by applicant]
US 20050078804A1 · Yomoda · 2005 [cited by applicant]
US 20050097176A1 · Schatz et al. · 2005 [cited by applicant]
US 20050102381A1 · Jiang et al. · 2005 [cited by applicant]
US 20050104976A1 · Currans · 2005 [cited by applicant]
US 20050114783A1 · Szeto · 2005 [cited by applicant]
US 20050119936A1 · Buchanan et al. · 2005 [cited by applicant]
US 20050122405A1 · Voss et al. · 2005 [cited by applicant]
US 20050193340A1 · Amburgey et al. · 2005 [cited by applicant]
US 20050193345A1 · Klassen et al. · 2005 [cited by applicant]
US 20050198128A1 · Anderson · 2005 [cited by applicant]
US 20050223066A1 · Buchheit et al. · 2005 [cited by applicant]
US 20050288954A1 · McCarthy et al. · 2005 [cited by applicant]
US 20060007901A1 · Roskowski et al. · 2006 [cited by applicant]
US 20060026067A1 · Nicholas et al. · 2006 [cited by applicant]
US 20060107297A1 · Toyama et al. · 2006 [cited by applicant]
US 20060114338A1 · Rothschild · 2006 [cited by applicant]
US 20060119882A1 · Harris et al. · 2006 [cited by applicant]
US 20060242239A1 · Morishima et al. · 2006 [cited by applicant]
US 20060252438A1 · Ansamaa et al. · 2006 [cited by applicant]
US 20060265417A1 · Amato et al. · 2006 [cited by applicant]
US 20060270419A1 · Crowley et al. · 2006 [cited by applicant]
US 20060287878A1 · Wadhwa et al. · 2006 [cited by applicant]
US 20070004426A1 · Pfleging et al. · 2007 [cited by applicant]
US 20070038715A1 · Collins et al. · 2007 [cited by applicant]
US 20070040931A1 · Nishizawa · 2007 [cited by applicant]
US 20070073517A1 · Panje · 2007 [cited by applicant]
US 20070073823A1 · Cohen et al. · 2007 [cited by applicant]
US 20070075898A1 · Markhovsky et al. · 2007 [cited by applicant]
US 20070082707A1 · Flynt et al. · 2007 [cited by applicant]
US 20070136228A1 · Petersen · 2007 [cited by applicant]
US 20070192128A1 · Celestini · 2007 [cited by applicant]
US 20070198340A1 · Lucovsky et al. · 2007 [cited by applicant]
US 20070198495A1 · Buron et al. · 2007 [cited by applicant]
US 20070208751A1 · Cowan et al. · 2007 [cited by applicant]
US 20070210936A1 · Nicholson · 2007 [cited by applicant]
US 20070214180A1 · Crawford · 2007 [cited by applicant]
US 20070214216A1 · Carrer et al. · 2007 [cited by applicant]
US 20070233556A1 · Koningstein · 2007 [cited by applicant]
US 20070233801A1 · Eren et al. · 2007 [cited by applicant]
US 20070233859A1 · Zhao et al. · 2007 [cited by applicant]
US 20070243887A1 · Bandhole et al. · 2007 [cited by applicant]
US 20070244750A1 · Grannan et al. · 2007 [cited by applicant]
US 20070255456A1 · Funayama · 2007 [cited by applicant]
US 20070281690A1 · Altman et al. · 2007 [cited by applicant]
US 20080022329A1 · Glad · 2008 [cited by applicant]
US 20080025701A1 · Ikeda · 2008 [cited by applicant]
US 20080032703A1 · Krumm et al. · 2008 [cited by applicant]
US 20080033930A1 · Warren · 2008 [cited by applicant]
US 20080043041A2 · Hedenstroem et al. · 2008 [cited by applicant]
US 20080049704A1 · Witteman et al. · 2008 [cited by applicant]
US 20080062141A1 · Chandhri · 2008 [cited by applicant]
US 20080076505A1 · Ngyen et al. · 2008 [cited by applicant]
US 20080082499A1 · Koski · 2008 [cited by applicant]
US 20080092233A1 · Tian et al. · 2008 [cited by applicant]
US 20080094387A1 · Chen · 2008 [cited by applicant]
US 20080104503A1 · Beall et al. · 2008 [cited by applicant]
US 20080109844A1 · Baldeschweiler et al. · 2008 [cited by applicant]
US 20080120409A1 · Sun et al. · 2008 [cited by applicant]
US 20080147730A1 · Lee et al. · 2008 [cited by applicant]
US 20080148150A1 · Mall · 2008 [cited by applicant]
US 20080158230A1 · Sharma et al. · 2008 [cited by applicant]
US 20080168033A1 · Ott et al. · 2008 [cited by applicant]
US 20080168489A1 · Schraga · 2008 [cited by applicant]
US 20080189177A1 · Anderton et al. · 2008 [cited by applicant]
US 20080207176A1 · Brackbill et al. · 2008 [cited by applicant]
US 20080208692A1 · Garaventi et al. · 2008 [cited by applicant]
US 20080214210A1 · Rasanen et al. · 2008 [cited by applicant]
US 20080222545A1 · Lemay · 2008 [cited by applicant]
US 20080255976A1 · Altberg et al. · 2008 [cited by applicant]
US 20080256446A1 · Yamamoto · 2008 [cited by applicant]
US 20080256577A1 · Funaki et al. · 2008 [cited by applicant]
US 20080266421A1 · Takahata et al. · 2008 [cited by applicant]
US 20080270938A1 · Carlson · 2008 [cited by applicant]
US 20080288338A1 · Wiseman et al. · 2008 [cited by applicant]
US 20080306826A1 · Kramer et al. · 2008 [cited by applicant]
US 20080313329A1 · Wang et al. · 2008 [cited by applicant]
US 20080313346A1 · Kujawa et al. · 2008 [cited by applicant]
US 20080318616A1 · Chipalkatti et al. · 2008 [cited by applicant]
US 20090006191A1 · Årankalle et al. · 2009 [cited by applicant]
US 20090006565A1 · Velusamy et al. · 2009 [cited by applicant]
US 20090015703A1 · Kim et al. · 2009 [cited by applicant]
US 20090024956A1 · Kobayashi · 2009 [cited by applicant]
US 20090030774A1 · Rothschild et al. · 2009 [cited by applicant]
US 20090030999A1 · Gatzke et al. · 2009 [cited by applicant]
US 20090040324A1 · Nonaka · 2009 [cited by applicant]
US 20090042588A1 · Lottin et al. · 2009 [cited by applicant]
US 20090058822A1 · Chaudhri · 2009 [cited by applicant]
US 20090079846A1 · Chou · 2009 [cited by applicant]
US 20090089678A1 · Sacco et al. · 2009 [cited by applicant]
US 20090089710A1 · Wood et al. · 2009 [cited by applicant]
US 20090093261A1 · Ziskind · 2009 [cited by applicant]
US 20090132341A1 · Klinger · 2009 [cited by applicant]
US 20090132453A1 · Hangartner et al. · 2009 [cited by applicant]
US 20090132665A1 · Thomsen et al. · 2009 [cited by applicant]
US 20090148045A1 · Lee et al. · 2009 [cited by applicant]
US 20090153492A1 · Popp · 2009 [cited by applicant]
US 20090157450A1 · Athsani et al. · 2009 [cited by applicant]
US 20090157752A1 · Gonzalez · 2009 [cited by applicant]
US 20090160970A1 · Fredlund et al. · 2009 [cited by applicant]
US 20090163182A1 · Gatti et al. · 2009 [cited by applicant]
US 20090164641A1 · Rogers et al. · 2009 [cited by applicant]
US 20090177299A1 · Van De Sluis · 2009 [cited by applicant]
US 20090192900A1 · Collision · 2009 [cited by applicant]
US 20090199242A1 · Johnson et al. · 2009 [cited by applicant]
US 20090215469A1 · Fisher et al. · 2009 [cited by applicant]
US 20090232354A1 · Camp, Jr. et al. · 2009 [cited by applicant]
US 20090234815A1 · Boerries et al. · 2009 [cited by applicant]
US 20090239552A1 · Churchill et al. · 2009 [cited by applicant]
US 20090249222A1 · Schmidt et al. · 2009 [cited by applicant]
US 20090249244A1 · Robinson et al. · 2009 [cited by applicant]
US 20090265647A1 · Martin et al. · 2009 [cited by applicant]
US 20090288022A1 · Almstrand et al. · 2009 [cited by applicant]
US 20090291672A1 · Treves et al. · 2009 [cited by applicant]
US 20090292608A1 · Polachek · 2009 [cited by applicant]
US 20090319607A1 · Belz et al. · 2009 [cited by applicant]
US 20090327073A1 · Li · 2009 [cited by applicant]
US 20100062794A1 · Han · 2010 [cited by applicant]
US 20100082427A1 · Burgener et al. · 2010 [cited by applicant]
US 20100082693A1 · Hugg et al. · 2010 [cited by applicant]
US 20100083124A1 · Druzgalski et al. · 2010 [cited by applicant]
US 20100100537A1 · Druzgalski et al. · 2010 [cited by applicant]
US 20100100568A1 · Papin et al. · 2010 [cited by applicant]
US 20100113065A1 · Narayan et al. · 2010 [cited by applicant]
US 20100130233A1 · Lansing · 2010 [cited by applicant]
US 20100131880A1 · Lee et al. · 2010 [cited by applicant]
US 20100131895A1 · Wohlert · 2010 [cited by applicant]
US 20100153144A1 · Miller et al. · 2010 [cited by applicant]
US 20100159944A1 · Pascal et al. · 2010 [cited by applicant]
US 20100161658A1 · Hamynen et al. · 2010 [cited by applicant]
US 20100161831A1 · Haas et al. · 2010 [cited by applicant]
US 20100162149A1 · Sheleheda et al. · 2010 [cited by applicant]
US 20100177938A1 · Martinez et al. · 2010 [cited by applicant]
US 20100183280A1 · Beauregard et al. · 2010 [cited by applicant]
US 20100185552A1 · Deluca et al. · 2010 [cited by applicant]
US 20100185665A1 · Horn et al. · 2010 [cited by applicant]
US 20100191631A1 · Weidmann · 2010 [cited by applicant]
US 20100197318A1 · Petersen et al. · 2010 [cited by applicant]
US 20100197319A1 · Petersen et al. · 2010 [cited by applicant]
US 20100198683A1 · Aarabi · 2010 [cited by applicant]
US 20100198694A1 · Muthukrishnan · 2010 [cited by applicant]
US 20100198826A1 · Petersen et al. · 2010 [cited by applicant]
US 20100198828A1 · Petersen et al. · 2010 [cited by applicant]
US 20100198862A1 · Jennings et al. · 2010 [cited by applicant]
US 20100198870A1 · Petersen et al. · 2010 [cited by applicant]
US 20100198917A1 · Petersen et al. · 2010 [cited by applicant]
US 20100201482A1 · Robertson et al. · 2010 [cited by applicant]
US 20100201536A1 · Robertson et al. · 2010 [cited by applicant]