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  • PTAB · Jun 17, 2026 · IPR2025-00109 · APJ Bach V Hoang · IPR · Final written decision

    Claims 1–24 were not shown unpatentable because the petitioner failed to establish motivation to combine the references and failed to show the claimed different-distance image capture.

    RulingsFinal written decision
    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “Having considered the full record at trial, we maintain the preliminary finding regarding the level of ordinary skill in the art. See Inst. Dec. 11–12. In particular, based on the teachings of the ’910 Patent and the asserted prior art, we are persuaded that an ordinarily skilled artisan would have had a work experience related to biometrics, facial authentication, computer vision, and/or optics as at least one of those fields is respectively implicated by the ’910 Patent and the asserted prior at. Moreover, our decision would be the same under either proposed level of skill.” slip op. at 10

    • Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther

      “C. Claim Construction We interpret claim terms using “the same claim construction standard that would be used to construe the claim in a civil action under 35 U.S.C. 282(b).” 37 C.F.R. § 42.100(b). Under the principles set forth by the Federal Circuit, the “words of a claim ‘are generally given their ordinary and customary meaning,’” as would be understood by a person of ordinary skill in the art at the time of the invention. Phillips v. AWH Corp., 415 F.3d 1303, 1312 (Fed. Cir. 2005) (en banc) (quoting Vitronics Corp. v. Conceptronic, Inc., 90 F.3d 1576, 1582 (Fed. Cir. 1996)). The parties do not dispute any claim terms or phrases and our decision does not require construing any particular claim terms or phrases, therefore, we do not expressly construe any particular claim term or phrase. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017) (noting that “we need only construe terms ‘that are in controversy, and only to the extent necessary to resolve the controversy’”” slip op. at 10

    • Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation not foundNot shown unpatentableNot shown unpatentable

      “We find that these reasons would not have adequately motivated a person having ordinary skill in the art to combine and modify the references in Petitioner’s asserted manner to reach the claimed features. Petitioner’s motivations — “substitution,” “obvious alternative . . . approaches,” “use of a known technique,” and “complimentary” techniques — are all similarly based on swapping or adding techniques for verifying three dimensionality. See Pet. 13–17; Pet. Reply 16–17. Those motivations might have been suitable had Tanii described techniques to verify three dimensionality, but Petitioner has not shown that Tanii describes any technique to verify three dimensionality. See Pet. 13–17, 25–28. Instead, as discussed above, Tanii describes the existence of the perspective distortion phenomenon and a technique for correcting it. As such, substituting the knowledge that perspective distortion exists and techniques to correct it does not correspond adequately motivate Petitioner’s combination. Put another way, because Tanii does not teach an approach for verifying three-dimensionality, Tanii’s techniques cannot be used as a substitute for approaches that do verify three dimensionality simply because Tanii discloses the concept of perspective distortion.” slip op. at 16

    • Obviousness (§103) › Graham factors (scope of art, differences, level of skill)Not shown unpatentableNot shown unpatentable

      “distance from the user. Derakhshani teaches two different approaches (1) focus-distance approach and (2) parallax approach. Petitioner acknowledges that the focus-distance approach does not expressly disclose capturing a second image at a second distance. Pet. 13 (distinguishing “focus distances” from “actual distances.”). This is because focus-distance, by definition, is not actual distance. Ex. 1005, 16:47–48 (“Focus distance is the distance from a sensor to a point in its field of view that is perfectly in focus.”) In Derakhshani’s focus-distance approach the camera stays the same distance from its subject—only the focus distance changes. Id. at 16:66–17:2 (“By comparing degree of focus for a landmark in images with different focus distances, the distance from the sensor to the landmark may be estimated.”) Derakhshani’s parallax approach also does not expressly disclose capturing a second image at a second distance. In the parallax approach the camera is rotated or slid about the user to create images with different perspectives. Ex. 1005, 17:59–64 (“In some implementations, the sensor is moved about the subject during image capture to collect image data from different orientations relative to the subject. For example, a single camera may be rotated or slid slightly or multiple cameras at different positions may be used for image capture.”). Rotating a camera around a user does not change the distance of the camera from the user. At the hearing Petitioner, indicating that Derakhshani takes a second image at a second distance. Tr. 16:9–12 (“[Petitioner’s Counsel: . . . Dr. Daft is talking about some of the terms that Derakhshani is using. For example, the term slid and shown in the images, he talks about how slid refers to the different distances between the sensor and the user.”). We determine that it is more likely that the word “slid,” as used in the relevant portion of Derakhshani, further describes the rotation of the camera about the user. Derakhshani indicates as much by describing that both rotating and sliding the camera are examples of how the camera sensor is “moved about the subject during image capture.” Ex. 1005, 17:60–61. Thus, sliding the camera does not necessarily disclose moving the camera to a second distance from the subject. Zhang also does not expressly disclose capturing a second image at a second distance. Petitioner acknowledges as much stating “[a]lthough Zhang does not expressly say that the second image is captured at a second distance different from the distance of the first image, this would have been obvious to a POSITA.” Pet. 61 (citing Ex. 1003 ¶ 1046). Because Zhang does not expressly disclose capturing a second image at a second distance, Petitioner once again relies on expert testimony to argue that the multiple images disclosed in Zhang would have been taken at different perspectives resulting from rotating or translating the position of the camera and that taking images at different distances would have enhanced Zhang’s homography-transformation procedure. Pet. 61–62 (citing Ex. 1003 ¶ 1046). From here Petitioner repeats many of the same arguments it made regarding the parallax approach from Derakhshani, except that these arguments are on even weaker footing because Zhang does not mention taking images by translating the position of the camera, nor even that the multiple images taken should be from different perspectives. Each of these assertions are made solely on the basis of Petitioner’s expert testimony, and as such are not persuasive. Pet. 61–62 (citing Ex. 1003 ¶¶ 1046). Petitioner’s argument that Zhang teaches capturing a second image at a second distance simply lacks sufficient support from Zhang’s disclosure.” slip op. at 25

    Patent outcomesUS 11,874,910 not shown unpatentable
    Claim construction§ 103 obviousnesscites KSR · Graham
    Patents in suitUS 11,874,910
  • Jumio Corp. v. Facetec, Inc.No claims unpatentable
    PTAB · Jun 17, 2026 · IPR2025-00108 · APJ Nabeel U Khan · IPR · Final written decision

    Claims 1–24 were not shown unpatentable because the asserted combinations lacked adequate motivation to combine and did not teach capturing images at different distances.

    RulingsFinal written decision
    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “Patent Owner argues Petitioner’s proffered level of skill is too broad with respect to work experience. PO Resp. 27–28. Patent Owner counters that a person having ordinary skill in the art would have had a Bachelor’s degree in electrical engineering, computer engineering, computer science, physics, or a related field, and two years’ work experience related to biometric security, facial authentication, and three-dimensional computer vision such that they would have had significant academic and/or work experience in both facial biometrics and computer vision. Id. at 28–29. Having considered the full record at trial, we maintain the preliminary finding regarding the level of ordinary skill in the art. See Inst. Dec. 13–14. In particular, based on the teachings of the ’938 patent and the asserted prior art, we are persuaded that an ordinarily skilled artisan would have had a work experience related to biometrics, facial authentication, computer vision, and/or optics as at least one of those fields is respectively implicated by the ’938 patent and the asserted prior at. Moreover, our decision would be the same under either proposed level of skill.” slip op. at 9

    • Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther

      “C. Claim Construction We interpret claim terms using “the same claim construction standard that would be used to construe the claim in a civil action under 35 U.S.C. 282(b).” 37 C.F.R. § 42.100(b). Under the principles set forth by the Federal Circuit, the “words of a claim ‘are generally given their ordinary and customary meaning,’” as would be understood by a person of ordinary skill in the art at the time of the invention. Phillips v. AWH Corp., 415 F.3d 1303, 1312 (Fed. Cir. 2005) (en banc) (quoting Vitronics Corp. v. Conceptronic, Inc., 90 F.3d 1576, 1582 (Fed. Cir. 1996)). The parties do not dispute any claim terms or phrases and our decision does not require construing any particular claim terms or phrases, therefore, we do not expressly construe any particular claim term or phrase. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017) (noting that “we need only construe terms ‘that are in controversy, and only to the extent necessary to resolve the controversy’” (quoting Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999))).” slip op. at 10

    • Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation not foundNot shown unpatentableNot shown unpatentable

      “images are three dimensional—let alone a technique that captures two images at different distances, compares the images for certain differences, and verifies three dimensionality based on those differences, as recited by the claim. Instead, Tanii describes a system that “corrects warp in which the perspective is exaggerated when an image is captured with the user’s face at close range.” Ex. 1007, code (57). In particular, Tanii recognizes the physical phenomenon of perspective distortion (fish-eye distortion) where “[i]f the image of the face of a person or the like is captured from a point that is relatively nearby, an image is obtained in which the perspective appears exaggerated,” i.e., the user image is warped or distorted. Id. ¶ 6; see id. ¶ 48, Fig. 4B. Tanii corrects such warped images by enlarging peripheral areas of the user image. Id. ¶¶ 55–56.” slip op. at 17

    • Obviousness (§103) › Graham factors (scope of art, differences, level of skill)Not shown unpatentableNot shown unpatentable

      “distance from the user. Derakhshani teaches two different approaches: (1) focus-distance approach and (2) parallax approach. Petitioner acknowledges that the focus-distance approach does not expressly disclose capturing a second image at a second distance. Pet. 12 (distinguishing “focus distances” from “actual distances.”). This is because focus-distance, by definition, is not actual distance. Ex. 1005, 16:47–48 (“Focus distance is the distance from a sensor to a point in its field of view that is perfectly in focus.”) In Derakhshani’s focus-distance approach the camera stays the same distance from its subject—only the focus distance changes. Id. at 16:66–17:2 (“By comparing degree of focus for a landmark in images with different focus distances, the distance from the sensor to the landmark may be estimated.”) Derakhshani’s parallax approach also does not expressly disclose capturing a second image at a second distance. In the parallax approach the camera is rotated or slid about the user to create images with different perspectives. Derakhshani, 17:59–64 (“In some implementations, the sensor is moved about the subject during image capture to collect image data from different orientations relative to the subject. For example, a single camera may be rotated or slid slightly or multiple cameras at different positions may be used for image capture.”). Rotating a camera around a user does not change the distance of the camera from the user. At the hearing Petitioner, instead, focused specifically on the use of the word “slid” in Derakhshani as indicating that Derakhshani takes a second image at a second distance. Tr. 16:9–12 (“[Petitioner’s Counsel: . . . Dr. Daft is talking about some of the terms that Derakhshani is using. For example, the term slid and shown in the images, he talks about how slid refers to the different distances between the sensor and the user.”). We determine that it is more likely that the word “slid,” as used in the relevant portion of Derakhshani, further describes the rotation of the camera about the user. Derakhshani indicates as much by describing that both rotating and sliding the camera are examples of how the camera sensor is “moved about the subject during image capture.” Derakhshani, 17:60–61. Thus, sliding the camera does not necessarily disclose moving the camera to a second distance from the subject.” slip op. at 27

    Patent outcomesUS 11,693,938 not shown unpatentable
    Claim construction§ 103 obviousnesscites KSR
    Patents in suitUS 11,693,938
  • PTAB · Jun 17, 2026 · IPR2025-00107 · APJ Bach V Hoang · IPR · Final written decision

    Claims 1–20 were not determined unpatentable because the petition did not establish motivation to combine the references or that they taught capturing images at different distances.

    RulingsFinal written decision
    • Skill levelSkill level board ownDecided for patent owner

      “Patent Owner argues Petitioner’s proffered level of skill is too broad with respect to work experience. PO Resp. 27–28. Patent Owner counters that a person having ordinary skill in the art would have had a Bachelor’s degree in electrical engineering, computer engineering, computer science, physics, or a related field, and two years’ work experience related to biometric security, facial authentication, and three-dimensional computer vision such that they would have had significant academic and/or work experience in both facial biometrics and computer vision. Id. at 28–29. Having considered the full record at trial, we maintain the preliminary finding regarding the level of ordinary skill in the art. See Inst. Dec. 8. In particular, based on the teachings of the ’606 Patent and the asserted prior art, we are persuaded that an ordinarily skilled artisan would have had a work experience related to biometrics, facial authentication, computer vision, and/or optics as at least one of those fields is respectively implicated by the ’606 Patent and the asserted prior at. Moreover, our decision would be the same under either proposed level of skill.” slip op. at 9

    • Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther

      “The parties do not dispute any claim terms or phrases and our decision does not require construing any particular claim terms or phrases, therefore, we do not expressly construe any particular claim term or phrase. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017) (noting that “we need only construe terms ‘that are in controversy, and only to the extent necessary to resolve the controversy’” (quoting Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999))).” slip op. at 10

    • Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation not foundNot shown unpatentableNot shown unpatentable

      “We find that these reasons would not have adequately motivated a person having ordinary skill in the art to combine and modify the references in Petitioner’s asserted manner to reach the claimed features. Petitioner’s motivations—“substitution,” “obvious alternative . . . approaches,” “use of a known technique,” and “complimentary” techniques—are all similarly based on swapping or adding techniques for verifying three dimensionality. See Pet. 12–16; Pet. Reply 6–7. These motivations might have been suitable had Tanii described techniques for verifying three dimensionality, but Petitioner has not shown that Tanii describes any technique to verify three dimensionality. See Pet. 12–16, 19–23. Instead, as discussed above, Tanii describes the existence of the perspective distortion phenomenon and a technique for correcting it. As such, substituting the knowledge that perspective distortion exists and techniques to correct it does not correspond with approaches for verifying three-dimensionality, and so does not adequately motivate Petitioner’s combination. Put another way, because Tanii does not teach an approach for verifying three-dimensionality, Tanii’s techniques cannot be used as a substitute for approaches that do verify three dimensionality simply because Tanii discloses the concept of perspective distortion.” slip op. at 16

    • Obviousness (§103) › Objective indicia / secondary considerations › NexusObjective indicia with nexusObjective indicia outweighedDecided for patent owner

      “Patent Owner has demonstrated a nexus by showing that certain objective indicia, discussed below, are the direct result of the unique characteristics of the claimed invention. As discussed above in our summary of the ’606 Patent and reflected in our discussion of Petitioner’s obviousness challenges (see §§ I.F, II.E.1, II.E.2, II.E.3), the unique characteristics of the claim relate to verification of three dimensionality by comparing two images taken at different distances for perspective distortion. Indeed, those features are what distinguish over the prior art. See id. Furthermore, Patent Owner, supported by testimony from its Chief Technology Officer, Mr. Rose, asserts the unique characteristics claimed are reflected in the “3D liveness checks” its ZoOm software product provides because ZoOm “confirms that a user is 3D by comparing images taken at different distances for expected differences in biometric data, such as the presence of appropriate perspective distortion and differences.” PO Resp. 25 (citing Ex. 2059 ¶ 49). Patent Owner’s assertion is further supported by a “FaceTec Software Explanation” stating that its software uses “near & far image data . . . to determine if the expected differences in perspective distortion are present in the image data” and, from that, “decides if there is sufficient evidence in the image data to conclude with a high degree [of] confidence that the image data contains first-generation biometric data captured in real-time from a live, physically present user.” Ex. 2067; see PO Resp. 25–26. As such, the 3D liveness checks provided by Patent Owner’s software are indicative of the unique characteristics of the claimed invention and, as we discuss below, certain objective indicia of nonobviousness have a direct nexus to the 3D liveness checks of its software.” slip op. at 30

    Patent outcomesUS 11,157,606 not shown unpatentable
    Claim construction§ 103 obviousnesscites KSR · Graham
    Patents in suitUS 11,157,606
  • Jumio Corp. v. Facetec, Inc.No claims unpatentable
    PTAB · Jun 17, 2026 · IPR2025-00106 · APJ Nabeel U Khan · IPR · Final written decision

    The Board determined claims 1–20 were not unpatentable because Jumio did not show sufficient motivation to combine the references or that they taught capturing images at different distances.

    RulingsFinal written decision
    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “Patent Owner argues Petitioner’s proffered level of skill is too broad with respect to work experience. PO Resp. 28. Patent Owner counters that a person having ordinary skill in the art would have had a Bachelor’s degree in electrical engineering, computer engineering, computer science, physics, or a related field, and two years’ work experience related to biometric security, facial authentication, and three-dimensional computer vision such that they would have had significant academic and/or work experience in both facial biometrics and computer vision. Id. at 28–29. Having considered the full record at trial, we maintain the preliminary finding regarding the level of ordinary skill in the art. See Inst. Dec. 11–12. In particular, based on the teachings of the ’471 patent and the asserted prior art, we are persuaded that an ordinarily skilled artisan would have had a work experience related to biometrics, facial authentication, computer vision, and/or optics as at least one of those fields is respectively implicated by the ’471 patent and the asserted prior at. Moreover, our decision would be the same under either proposed level of skill.” slip op. at 10

    • Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther

      “that would be used to construe the claim in a civil action under 35 U.S.C. 282(b).” 37 C.F.R. § 42.100(b). Under the principles set forth by the Federal Circuit, the “words of a claim ‘are generally given their ordinary and customary meaning,’” as would be understood by a person of ordinary skill in the art at the time of the invention. Phillips v. AWH Corp., 415 F.3d 1303, 1312 (Fed. Cir. 2005) (en banc) (quoting Vitronics Corp. v. Conceptronic, Inc., 90 F.3d 1576, 1582 (Fed. Cir. 1996)). The parties do not dispute any claim terms or phrases and our decision does not require construing any particular claim terms or phrases, therefore, we do not expressly construe any particular claim term or phrase. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017) (noting that “we need only construe terms ‘that are in controversy, and only to the extent necessary to resolve the controversy’” (quoting Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999))).” slip op. at 10

    • Obviousness (§103) › Motivation to combine / reasonable expectation of successNot shown unpatentableMotivation not foundNot shown unpatentable

      “We find that these reasons would not have adequately motivated a person having ordinary skill in the art to combine and modify the references in Petitioner’s asserted manner to reach the claimed features. Petitioner’s motivations—“substitution,” “obvious alternative . . . approaches,” “use of a known technique,” and “complimentary” techniques—are all similarly based on swapping or adding techniques for verifying three dimensionality. See Pet. 12–16; Pet. Reply 6–7. These motivations might have been suitable had Tanii described techniques for verifying three dimensionality, but Petitioner has not shown that Tanii describes any technique to verify three dimensionality. See Pet. 13–17, 25–28. Instead, as discussed above, Tanii describes the existence of the perspective distortion phenomenon and a technique for correcting it. As such, substituting the knowledge that perspective distortion exists and techniques to correct it does not correspond with approaches for verifying three-dimensionality, and so does not adequately motivate Petitioner’s combination. Put another way, because Tanii does not teach an approach for verifying three-dimensionality, Tanii’s techniques cannot be used as a substitute for approaches that do verify three dimensionality simply because Tanii discloses the concept of perspective distortion.” slip op. at 18

    • Obviousness (§103) › Graham factors (scope of art, differences, level of skill)Not shown unpatentableNot shown unpatentable

      “none of the relied upon references teach capturing two images at two different distances, as required by limitations 1[d3] and 1[d4]. These limitations recite “moving the camera from a first location to a second location, the second location being a second distance from the user” and “capturing at least one second image of the user taken with the camera of the computing device at the second distance from the user, the second distance being different than the first distance.” Derakhshani does not teach capturing a second image at a second distance from the user. Derakhshani teaches two different approaches: (1) focus-distance approach and (2) parallax approach. Petitioner acknowledges that the focus-distance approach does not expressly disclose capturing a second image at a second distance. Pet. 13 (distinguishing “focus distances” from “actual distances.”). This is because focus-distance, by definition, is not actual distance. Ex. 1005, 16:47–48 (“Focus distance is the distance from a sensor to a point in its field of view that is perfectly in focus.”) In Derakhshani’s focus-distance approach the camera stays the same distance from its subject—only the focus distance changes. Id. at 16:66–17:2 (“By comparing degree of focus for a landmark in images with different focus distances, the distance from the sensor to the landmark may be estimated.”) Derakhshani’s parallax approach also does not expressly disclose capturing a second image at a second distance. In the parallax approach the camera is rotated or slid about the user to create images with different perspectives. Ex. 1005, 17:59–64 (“In some implementations, the sensor is moved about the subject during image capture to collect image data from different orientations relative to the subject. For example, a single camera may be rotated or slid slightly or multiple cameras at different positions may be used for image capture.”). Rotating a camera around a user does not change the distance of the camera from the user. At the hearing Petitioner, instead, focused specifically on the use of the word “slid” in Derakhshani as indicating that Derakhshani takes a second image at a second distance. Tr. 16:9–12 (“[Petitioner’s Counsel: . . . Dr. Daft is talking about some of the terms that Derakhshani is using. For example, the term slid and shown in the images, he talks about how slid refers to the different distances between the sensor and the user.”). We determine that it is more likely that the word “slid,” as used in the relevant portion of Derakhshani, further describes the rotation of the camera about the user. Derakhshani indicates as much by describing that both rotating and sliding the camera are examples of how the camera sensor is “moved about the subject during image capture.” Derakhshani, 17:60–61. Thus, sliding the camera does not necessarily disclose moving the camera to a second distance from the subject.” slip op. at 27

    Patent outcomesUS 10,776,471 not shown unpatentable
    Claim construction§ 103 obviousnesscites KSR · Graham
    Patents in suitUS 10,776,471
  • PTAB · Mar 4, 2026 · IPR2024-01223 · APJ Garth D Baer · IPR · Final written decision

    Claims 34–37 and 40–46 were not shown unpatentable because Suzuki’s organic barrier layer was not shown to meet the agreed construction of “planarization layer.”

    RulingsFinal written decision
    • Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed petitioner constructionDecided for patent owner

      “layer of material that planarizes such that the propagation of defects from one layer to another layer can be interrupted and the topography of the underlying layer and/or structure is not reproduced.” PO Resp. 10. According to Patent Owner, we should adopt this construction because the parties agreed to it in a related district court proceeding and it is supported by the intrinsic evidence. Id. at 10–14. Petitioner does not dispute this 1 Japanese Published Application No. H09-245964, Pub. Sep. 19, 1997 (Ex. 1010, “Kijima”) (English translation). 2 US 6,198,217, Pub. Mar. 6, 2001 (Ex. 1012, “Suzuki”). 3 US 6,087,196, Pub. July 11, 2000 (Ex. 1013, “Sturm”). 4 WO 2001/08242, Pub. Feb. 1, 2001 (Ex. 1016, “Duthaler”). 5 Japanese Published Application No. H10-41069, Pub. Feb. 13, 1998 (Ex. 1014, “Fujimori”) (English translation). construction. Paper 33, 6:17–8:1; see Pet. Reply 5. We adopt the parties’ agreed-to construction.” slip op. at 4

    • Obviousness (§103) › Graham factors (scope of art, differences, level of skill)Not shown unpatentableNot shown unpatentable

      “Petitioner argues Suzuki’s organic barrier layer does not reproduce the underlying layer’s/structure’s topography because “Suzuki’s organic barrier layer 20 ‘makes a smooth surface on the relatively irregular surface of the cathode 18.’” Pet. Reply 7 (quoting Ex. 1012, 5:59–67). We disagree. Instead, we agree with Patent Owner that Suzuki’s irregular-surface smoothing describes covering defects, not suppressing the underlying cathode’s topography. PO Sur-reply 5. The smooth-surface passage that Petitioner highlights comes immediately after two sentences describing inevitable “defects,” “pinholes,” and “foreign matter” on the cathode surface and before a sentence describing “ensuring the formation of the layer 22, which is substantially defect-free.” Ex. 1012, 5:52–67. Suzuki’s organic barrier 20 “makes a smooth surface” by covering defects because the defects are the only source of the “irregularity” that Suzuki refers to here. Id. We note Mr. Humphrey’s testimony, which we credit in this regard, that the “defects are created incidentally on the surface of the underlying layer and are generally not considered to be part of the underlying layer’s topography, which is a macroscopic property by design” and that the organic layer is not a planarization layer because it would reproduce the topography of the underlying layer. Ex. 2018 ¶¶ 47–48. Because the parties’ agreed-to construction of “planarization layer” “requires ‘a layer of material that planarizes’ for two distinct functions,” Petitioner’s showing of just one of those functions is insufficient. PO Sur-reply 2.” slip op. at 8

    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “G. Level of Skill in the Art Petitioner argues a person of ordinary skill in the art “would have had a bachelor’s degree in Electrical Engineering, Materials Science, or a related field, and at least one year of experience in display technologies” and that “[a]dditional education might compensate for a deficiency in experience, and vice-versa.” Pet. 14–15. Patent Owner does not dispute the level of ordinary skill in the art. We agree with and adopt Petitioner’s proposal as reasonable and consistent with the level of skill reflected in both the prior art and the ’389 patent. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001) (the prior art may reflect an appropriate level of skill in the art).” slip op. at 6

    • Expert testimonyPatent owner expert creditedDecided for patent owner

      “which is substantially defect-free.” Ex. 1012, 5:52–67. Suzuki’s organic barrier 20 “makes a smooth surface” by covering defects because the defects are the only source of the “irregularity” that Suzuki refers to here. Id. We note Mr. Humphrey’s testimony, which we credit in this regard, that the “defects are created incidentally on the surface of the underlying layer and are generally not considered to be part of the underlying layer’s topography, which is a macroscopic property by design” and that the organic layer is not a planarization layer because it would reproduce the topography of the underlying layer. Ex. 2018 ¶¶ 47–48. Because the parties’ agreed-to construction of “planarization layer” “requires ‘a layer of material that planarizes’ for two distinct functions,” Petitioner’s showing of just one of those functions is insufficient. PO Sur-reply 2.” slip op. at 9

    Patent outcomesUS 6,949,389 not shown unpatentable
    Claim construction§ 103 obviousness
    Patents in suitUS 6,949,389
  • PTAB · Oct 30, 2023 · IPR2022-00735 · APJ Russell E Cass · IPR · Final written decision

    Claims 1–16 were not shown unpatentable because the Snavely-based combinations did not teach a “primary oblique image” as construed.

    RulingsFinal written decision
    • Claim Construction › Intrinsic evidence (Phillips canons) › Lexicography (patentee as own lexicographer)Term construed patent owner constructionDecided for patent owner

      “Patent Owner’s construction of the term “primary oblique image” as “a displayed oblique image that can be considered ‘in front of’ the other displayed images.” This construction is supported by the ’518 patent Specification, which includes a listing of “Terminology” that contains the following definition for the term “primary oblique image”: Primary oblique image—a displayed oblique image that can be considered ‘in front of’ the other displayed images. The primary oblique image can also be a master image. Ex. 1001, 6:25:31–34.” slip op. at 18

    • Obviousness (§103) › Graham factors (scope of art, differences, level of skill)Not shown unpatentableNot shown unpatentable

      “Based on the full trial record, we find that Petitioner has not sufficiently shown that the proposed combination includes a “primary oblique image” as properly construed. As discussed above, we construe the term “primary oblique image” to require “a displayed oblique image that can be considered ‘in front of’ the other displayed images.” See supra § II.A.1(b). In its papers, Petitioner does not demonstrate that Snavely discloses a “primary oblique image” that can be considered “in front of” the other displayed images. To the contrary, we agree with and find credible Dr. Bajaj’s testimony that the “main view” of Snavely’s Figure 5, which Petitioner points to as the “primary oblique image,” is “behind the other displayed images in overlay panes,” such as the information pane, thumbnail pane, and map pane, and “therefore, necessarily cannot be considered ‘in front of’ the other displayed images.” Ex. 2007 ¶ 60; see Ex. 1004, Fig. 5; PO Resp. 26. Our conclusion is also supported by the fact that Snavely refers to the information, map, and thumbnail panes as “overlay panes.” Ex. 1004, 5 (“The components of this window are the main view, which fills the window, and three overlay panes: an information and search pane on the left, a thumbnail pane along the bottom, and a map pane in the upper-right corner.”). We agree with and find credible Dr. Bajaj’s testimony that Snavely’s description of these panes as “overlay” panes confirms that “the main view image is behind the images shown in the map pane, the information pane, and the thumbnail pane.” Ex. 2007 ¶ 61 (citing Ex. 1004, 5). Additional support is found in Dr. Forsyth’s deposition testimony, where he explained that one of ordinary skill would have understood “overlay panes” to be “on top of” a main display:” slip op. at 38

    • ExcludeMotion to exclude, deniedDenied

      “E. Patent Owner’s Motion to Strike and Motion to Exclude Patent Owner filed a Motion to Strike certain portions of the Third Munford Declaration (Exhibit 1020) and its Appendices, which Petitioner submitted to show that Snavely and Irani were publicly accessible before the critical date of the ’518 patent. Paper 30. Patent Owner also filed a Motion to Exclude certain Appendices of the Second Munford Declaration (Exhibit 1016) and Third Munford Declaration, which Petitioner also submitted to show public accessibility of Snavely and Irani. Paper 35. Because, as discussed above, we find that Petitioner has not proven by a preponderance of the evidence that the challenged claims would have been obvious over Snavely, Balfour, Irani, and Yelton, we need not reach whether Petitioner has sufficiently shown that Snavely and Irani were publicly accessible before the critical date. We, therefore, deny Patent Owner’s Motion to Strike and Motion to Exclude as moot.” slip op. at 40

    Patent outcomesUS 8,593,518 not shown unpatentable
    Claim construction§ 103 obviousnesscites Phillips · KSR · Graham
    Patents in suitUS 8,593,518
  • Apple Inc. v. Logantree, LPNo claims unpatentable
    PTAB · Aug 30, 2023 · IPR2022-00037 · APJ Patrick R Scanlon · IPR · Final written decision

    Claims 1–5, 8–11, 20, 25, 30–32, 36, 39–42, 45–51, 61–65, 144, and 147 were not shown unpatentable under the asserted obviousness grounds.

    RulingsFinal written decision
    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “In the Decision on Institution, we adopted Petitioner’s proposed level of ordinary skill in the art, stating it was “consistent with the evidence of record, including the asserted prior art.” Dec. Inst. 8. In proposing a different level of ordinary skill in the art, Patent Owner does not explain why its proposed skill level is more appropriate.12 PO Resp. 16. In addition, the parties’ proposed definitions are materially similar. 12 Petitioner does not address the level of ordinary skill in the art in its Reply. definition, although our conclusions with respect to obviousness would be the same if we were to apply Patent Owner’s definition.” slip op. at 10

    • Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther

      “We determine that we need not expressly construe “movement sensor” to resolve the parties’ disputes because doing so would have no effect on the analysis below. See Realtime Data, LLC v. Iancu, 912 F.3d 1368, 1375 (Fed. Cir. 2019) (“The Board is required to construe ‘only those terms . . . that are in controversy, and only to the extent necessary to resolve the controversy.’”) (quoting Vivid Techs, 200 F.3d at 803 (Fed. Cir. 1999)). To the extent the parties raise claim construction issues in addressing the asserted grounds, we address such issues below.” slip op. at 12

    • Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation not foundNot shown unpatentable

      “Also, the Petition merely states that “Ono supports instances where the user stops the step-counting mode operation using switch S2 after the processor detects that” the target distance or the target number of steps has been reached and notifies the user by generating an alarm sound. Pet. 53 (emphasis added). In this case, supporting the notion of the user stopping the step-counting mode operation in response to the alarm is not the same as teaching or suggesting the notion to one of ordinary skill in the art. The possibility that a user could stop the step-counting operation in response the alarm is insufficient to render claims 1 and 20 obvious to one of ordinary skill in the art. See In re Facebook, Inc., 743 F. App’x. 998, 1001–02 (Fed Cir. 2018) (deciding that an example in a prior art reference showing that it is possible for image elements to be contiguous is not sufficient to teach a LLC, 805 F.3d 1064, 1073 (Fed. Cir. 2015) (“[O]bviousness concerns whether a skilled artisan not only could have made but would have been motivated to make the combinations or modifications of prior art to arrive at the claimed invention.”). Petitioner’s reliance on the Hewlett-Packard and Unwired Planet cases (Pet. 56) is unavailing, as the facts in those cases are distinguishable from the facts of the present proceeding. Namely, both of those cases involved prior art references that disclosed operations that satisfied a claimed feature some, but not all, of the time. Hewlett-Packard, 340 F.3d at 1326; Unwired Planet, 841 F.3d at 1002. Here, Ono does not disclose the user stopping the step-counting mode operation in response to the alarm even some of the time. In view of the above, we determine, based on the full record, that the combination of Ono and Hutchings does not disclose limitations [1f] or [20f]. Accordingly, we are not persuaded that Petitioner has met its burden of showing, by a preponderance of the evidence, that independent claims 1 and 20 are unpatentable over the combination of Ono and Hutchings.” slip op. at 28

    • BurdenNot shown unpatentable

      “We have determined incorporated Grounds 1, 2, 3A, 3B, and 4, as well as Ground 5A, deficient for the reasons discussed above. Furthermore, to the extent Petitioner contends that any of these combinations somehow adds something to supplement or strengthen the patentability analysis of the incorporated grounds, we note that neither the Petition nor Dr. Kenny provides sufficient particularity to support such a position. See Harmonic Inc. v. Avid Tech., Inc., 815 F.3d 1356, 1363 (Fed. Cir. 2016) (“In an IPR, the petitioner has the burden from the onset to show with particularity why the patent it challenges is unpatentable.” (citing 35 U.S.C. § 312(a)(3)); see 1359, 1369 (Fed. Cir. 2016) (“It is of the utmost importance that petitioners in the IPR proceedings adhere to the requirement that the initial petition identify ‘with particularity’ the ‘evidence that supports the grounds for the challenge to each claim.’” (quoting 35 U.S.C. § 312(a)(3))). Accordingly, we are not persuaded on the complete record before us that Petitioner has demonstrated, by a preponderance of the evidence, that: (1) claims 48, 50, and 51 are unpatentable over the combination of Ono, Hutchings, Amano, Conlan, Kaufman, and Hickman (Ground 5B); (2) claims 1–5, 8–11, 20, 25, 30, 31, 36, 39–42, 45–47, 49, and 61–65 are unpatentable over the combination of Ono, Hutchings, Amano, and Conlan (Ground 6A); (3) claims 48, 50, and 51 are unpatentable over the combination of Ono, Hutchings, Amano, Conlan, and Hickman (Ground 6B); (4) claims 1, 3–5, 8–11, 20, 25, 30, 36, 39–42, 61–65, 144, and 147 are unpatentable over the combination of Ono, Hutchings, Amano, and Kaufman (Ground 7); (5) claims 1–5, 8, 10, 20, 25, 30, 31, 39, 41, 42, 45–47, 49, 61–65, 144, and 147 are unpatentable over the combination of Ono, Hutchings, Conlan, and Kaufman (Ground 8A); and (6) claims 48, 50, and 51 are unpatentable over the combination of Ono, Hutchings, Conlan, Kaufman, and Hickman (Ground 8B).” slip op. at 36

    Patent outcomesUS 6,059,576 not shown unpatentable
    Claim construction§ 103 obviousnesscites KSR · Graham
    Patents in suitUS 6,059,576
  • PTAB · Aug 17, 2023 · IPR2022-00740 · APJ Michael L Woods · IPR · Final written decision

    Petitioner failed to prove claims 1–13, 15, and 17–20 unpatentable under the asserted obviousness grounds, chiefly because Lambert did not teach system-selected virtual bus stops.

    RulingsFinal written decision
    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “Having considered the parties’ arguments and evidence of record, we adopt Petitioner’s asserted level of ordinary skill. We find that Petitioner’s level of skill is consistent with the problems identified and solutions provided in the ’411 patent and the prior art. In particular, we agree with Petitioner that the relevant field of art is not limited to the backend artificial intelligence components in a ride-sharing system, as Patent Owner contends. See Pet. Reply 6–7; see also PO Resp. 20–23. We disagree with Patent Owner’s assertions that the ’411 patent is directed towards a complex artificial intelligence system far beyond the scope of traditional navigation systems. See PO Resp. 20–23. Neither Patent Owner nor its expert, Dr. Jacquillat, cites to the patent to explain why the art of the ’411 patent is limited to artificial intelligence components in determining the relevant skill in the art. See id.; see also Ex. 2022 ¶¶ 41–51. As Patent Owner acknowledges, the ’411 patent makes no reference to “artificial intelligence” directly, and Patent Owner instead relies upon declarant testimony to argue that the patent is directed towards an advancement in artificial intelligence. PO Sur-reply 11. Patent Owner claims that “programming a computer to make decisions in the place of humans is a form of artificial intelligence.” Id. Regardless, we need not determine the precise definition of artificial intelligence to determine the relevant skill in the art for a patent that never even uses the term. We agree with Petitioner that a skilled artisan with an understanding of computer programming and navigation systems, as well as two to four years of experience in location-based systems, would understand the “computer-implemented transportation system” of the ’411 patent. In summary, we find that the relevant level of ordinary skill in the art “would have been a person having (i) a Bachelor’s degree in computer science, computer engineering, electrical engineering, or a similar technical field[;] (ii) a working knowledge of computer programming and navigation systems; and (iii) two to four years of experience with location-based systems, user interfaces and databases.” Pet. 5–6 (citing Ex. 1003 ¶ 37).” slip op. at 14

    • Expert testimonyDecided for petitioner

      “Additionally, we find that Mr. Andrews’s background would qualify him as a person of ordinary skill in the art even if we adopted Patent Owner’s proposed level of ordinary skill in the art. Under Patent Owner’s proposal, a person of ordinary skill in the art would have a “degree in computer science, operations research, industrial engineering, applied mathematics, or a related field with at least two years of experience with optimization modeling, large scale optimization algorithms, or artificial intelligence solutions in the context of ride-sharing systems.” PO Resp. 30 (emphasis added). The record demonstrates that Mr. Andrews meets these qualifications. Mr. Andrews possesses a Bachelor of Science degree in Electrical Engineering and a Master of Science degree in Electronic Engineering, which we find to be in a “related field.” Ex. 1003 ¶ 6. Additionally, Mr. Andrews has significantly more than two years of experience in the fields Patent Owner suggests are relevant as evidenced by, for example, Mr. Andrews’s testimony that he has experience in “locationbased systems,” and “work[ing] in database dispatch systems for fleet management.” Ex. 2023, 44:2–9; 44:15–19. This experience demonstrates that Mr. Andrews had at least two years of experience in “optimization modeling.” The parties agree, however, that Mr. Andrews does not have experience working with ride-sharing systems. Nevertheless, Patent Owner’s definition includes artisans who lack that particular experience. Specifically, Patent Owner’s definition provides that: A person with an advanced degree (a master’s or Ph.D.) in computer science, operations research, industrial engineering, applied mathematics or a related field and a focus on data science, artificial intelligence or operations research would also have been an ordinary artisan in the field of the ’411 patent even if that person lacked two years of specific experience with ride-sharing systems. PO Resp. 20 (emphases added). In other words, even if the first prong of Patent Owner’s definition requires the expert’s experience to be “in the context of ride-sharing systems,” Mr. Andrews would nevertheless satisfy the qualifications of a POSITA under the second prong, which does not require experience with “ride-sharing systems.” See id. This Decision does not turn on the differences between the parties’ characterization of a skilled artisan.” slip op. at 15

    • Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)Term construed board ownDecided for patent owner

      “The parties are in agreement. Despite the parties’ briefing on this term, the parties do not dispute the construction of “virtual bus stops.” Absent any controversy, we adopt the parties agreed-upon construction of the term. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017) (stating that “we need only construe terms ‘that are in controversy, and only to the extent necessary to resolve the controversy’” (quoting Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999))). Specifically, we adopt the parties’ construction that “virtual bus stops” means “pickup and dropoff locations selected by the ride-sharing system itself.” Compare PO Resp. 23, with Pet. Reply 4. We further adopt the parties’ construction that the system need not use artificial intelligence—whatever that may mean—to select the virtual bus stops. Compare PO Sur-reply 5, with Pet. Reply 4; see also supra § III.A (“[W]e need not determine the precise definition of artificial intelligence to determine the relevant skill in the art pertaining to a patent that never even uses the term.”).” slip op. at 18

    • Obviousness (§103) › Motivation to combine / reasonable expectation of successNot shown unpatentableMotivation not foundNot shown unpatentable

      “performs actions (see, e.g., Ex. 1004, 2:49–52; 2:63–67, 3:19–20, 3:34–35), we decline to infer from Lambert’s single sentence (id. at 4:17–23) that Lambert’s server is also programmed to perform the step of “dynamically selecting pickup and dropoff locations” (i.e., virtual bus stops). In other words, if Lambert’s server was programmed to select pickup and dropoff locations, as Petitioner would have us believe, we find that Lambert’s disclosure would have stated so. It does not.” slip op. at 39

    Patent outcomesUS 10,197,411 not shown unpatentable
    Claim construction§ 103 obviousnesscites Phillips · KSR
    Patents in suitUS 10,197,411
  • Apple Inc. v. Rfcyber Corp.No claims unpatentable
    PTAB · Jul 18, 2023 · IPR2022-00412 · APJ Patrick R Scanlon · IPR · Final written decision

    Claims 1–19 were not shown unpatentable because the Dua, GlobalPlatform, and Philips combination did not establish the claimed emulator personalization.

    RulingsFinal written decision
    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “On the full record before us, we agree with Petitioner that a person of ordinary skill in the art should have some level of experience relating to mobile payment technology. For example, the title of the ’787 patent, “Method and Apparatus for Conducting E-commerce and M-commerce,” provides a strong indication that mobile payments are a key aspect of the disclosed invention. See Ex. 1001, code (54). The ’787 patent describes its technical field as: “The present invention is generally related to commerce over networks. Particularly, the present invention is related to electronic purses that can be advantageously used in portable devices configured for both electronic commerce (a.k.a., e-commerce) and mobile commerce (a.k.a., m-commerce),” which reinforces that mobile payment technology is a key aspect. See id. at 1:17–21. In addition, we credit Mr. Smith’s uncontroverted testimony that mobile payment experience is required, which we find persuasive and supported by evidence. See Ex. 1042 ¶¶ 4–10. On the other hand, we agree with Patent Owner that network security is an important aspect of the ’787 patent’s invention. But to the extent that Patent Owner is asserting that mobile payment technology and computer or network security are distinct concepts such that the proper level of ordinary skill would include experience in one or the other but not both, we disagree. Rather, we view the ’787 patent as relating to methods and apparatuses for 1:17–21) and describing security as being an aspect of the commerce (see id. at code (57) (“[A] mechanism is provided to enable a portable device to conduct transactions over an open network with a payment server without compromising security.”), 2:16–19 (“During a transaction, the security keys are used to establish a secured channel between an embedded e-purse and an SAM (Security Authentication Module) or backend server.”)). For the above reasons, we find Petitioner’s contentions on this issue more persuasive on the full record before us. In order to avoid any doubt that we consider computer or network security to be an element of mobile payment technology, we determine for the purposes of this Decision that one of ordinary skill in the art would have at least a Bachelor’s degree in computer science, computer engineering, electrical engineering or an equivalent, and one year of professional experience relating to mobile payment technology, including computer or network security. In addition, a lack of professional experience could be remedied by additional education, and vice versa.” slip op. at 12

    • Expert testimonyPetitioner expert creditedPatent owner expert creditedDecided for patent owner

      “ordinary skill in the art should have some level of experience relating to mobile payment technology. For example, the title of the ’787 patent, “Method and Apparatus for Conducting E-commerce and M-commerce,” provides a strong indication that mobile payments are a key aspect of the disclosed invention. See Ex. 1001, code (54). The ’787 patent describes its technical field as: “The present invention is generally related to commerce over networks. Particularly, the present invention is related to electronic purses that can be advantageously used in portable devices configured for both electronic commerce (a.k.a., e-commerce) and mobile commerce (a.k.a., m-commerce),” which reinforces that mobile payment technology is a key aspect. See id. at 1:17–21. In addition, we credit Mr. Smith’s uncontroverted testimony that mobile payment experience is required, which we find persuasive and supported by evidence. See Ex. 1042 ¶¶ 4–10. On the other hand, we agree with Patent Owner that network security is an important aspect of the ’787 patent’s invention. But to the extent that Patent Owner is asserting that mobile payment technology and computer or network security are distinct concepts such that the proper level of ordinary skill would include experience in one or the other but not both, we disagree. Rather, we view the ’787 patent as relating to methods and apparatuses for 1:17–21) and describing security as being an aspect of the commerce (see id. at code (57) (“[A] mechanism is provided to enable a portable device to conduct transactions over an open network with a payment server without compromising security.”), 2:16–19 (“During a transaction, the security keys are used to establish a secured channel between an embedded e-purse and an SAM (Security Authentication Module) or backend server.”)). For the above reasons, we find Petitioner’s contentions on this issue more persuasive on the full record before us. In order to avoid any doubt that we consider computer or network security to be an element of mobile payment technology, we determine for the purposes of this Decision that one of ordinary skill in the art would have at least a Bachelor’s degree in computer science, computer engineering, electrical engineering or an equivalent, and one year of professional experience relating to mobile payment technology, including computer or network security. In addition, a lack of professional experience could be remedied by additional education, and vice versa. Regarding Petitioner’s assertion that Mr. Gomez’s testimony should be given little to no weight, Patent Owner argues that Mr. Gomez is well qualified under both proposed levels of ordinary skill. Sur-reply 4–5. During the hearing, Petitioner modified its position somewhat, arguing that Mr. Gomez’s “testimony should be accorded little to no weight, particularly where he weighs in on issues specific to financial transactions and smart cards.” Tr. 8:15–18 (emphasis added). Petitioner stated further that “[w]e’re simply asking the Board to take into the account each individual expert’s background knowledge on a per issue basis.” Id. at 59:26–60:2. Based on the full record, we disagree that all of Mr. Gomez’s testimony” slip op. at 12

    • Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededNot reached

      “Petitioner contends that all claim terms, except “emulator” and “midlet,” should have their plain and ordinary meaning. Pet. 12. As to the claim terms “emulator” and “midlet,” Petitioner contends that the ’787 patent expressly defines those terms “so those definitions are controlling.” Id. (citing Ex. 1001, 4:47–50, 5:20–22). Patent Owner argues that “claim construction is not required to resolve any issues” in this proceeding. PO Resp. 9. We determine that we need not expressly construe any claim term to resolve the parties’ disputes because doing so would have no effect on the analysis below. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017); see also Realtime Data, LLC v. Iancu, 912 F.3d 1368, 1375 (Fed. Cir. 2019) (“The Board is required to construe ‘only those terms that . . . are in controversy, and only to the extent” slip op. at 14

    • Obviousness (§103) › Graham factors (scope of art, differences, level of skill)Not shown unpatentableNot shown unpatentable
    Patent outcomesUS 9,189,787 not shown unpatentable
    Claim construction§ 103 obviousnesscites KSR · Graham
    Patents in suitUS 9,189,787
  • PTAB · Jun 23, 2023 · IPR2022-00286 · APJ Richard H Marschall · IPR · Final written decision

    Claims 1–20 were not shown unpatentable because the asserted combinations failed to teach or render obvious system-selected virtual bus stops and a pair of associated stops.

    RulingsFinal written decision
    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “2. Discussion We have considered the parties’ arguments and evidence of record, and we adopt Petitioner’s asserted level of ordinary skill because it is consistent with the problems identified and solutions provided in the ’824 patent and the prior art. In particular, we agree with Petitioner that the relevant field of art is not limited to backend artificial intelligence components in a ride-sharing system as Patent Owner contends. See Pet. Reply 10–11; see also PO Resp. 31–32. We disagree with Patent Owner’s assertions that the ’824 patent is directed towards a complex artificial intelligence system far beyond the scope of traditional navigation systems. See PO Resp. 31–32. Neither Patent Owner nor its expert, Dr. Jacquillat, cites to the patent in determining the relevant skill in the art to explain why the art of the ’824 patent is limited to artificial intelligence components. See id.; Ex. 2022 ¶¶ 41–51. As Patent Owner acknowledges, the ’824 patent makes no reference to “artificial intelligence” directly, and Patent Owner instead relies upon declarant testimony to argue that the patent is directed towards an advancement in artificial intelligence. PO Sur-reply 11. Patent Owner claims, without support, that “programming a computer to make decisions in the place of humans is a form of artificial intelligence.” Id. Regardless, we need not determine the precise definition of artificial intelligence to determine the relevant skill in the art pertaining to a patent that never uses the term. We agree with Petitioner that an artisan with an understanding of computer programming and navigation systems as well as two to four years of experience in location-based systems would understand the “computer-implemented transportation system” of the ’824 patent. In summary, we find that the relevant level of ordinary skill in the art “would have been a person having (i) a Bachelor’s degree in computer science, computer engineering, electrical engineering, or a similar technical field[;] (ii) a working knowledge of computer programming and navigation systems; and (iii) two to four years of experience with location-based systems, user interfaces and databases.” Pet. 5–6 (citing Ex. 1003 ¶ 37).” slip op. at 10

    • Expert testimonyPetitioner expert creditedDecided for petitioner

      “Having addressed the relevant skill in the art, we address Patent Owner’s contention that Mr. Andrews “is not qualified to offer opinions concerning the artificial intelligence components of a ride-sharing system that are at issue in the ’824 patent.” PO Resp. 37. As discussed previously, we disagree with Patent Owner’s proposed qualifications for a person of ordinary skill in the art, and have adopted Petitioner’s position. Patent Owner does not offer an opinion as to whether Mr. Andrews would be qualified as a person of ordinary skill in the art under Petitioner’s definition. The record reflects that Mr. Andrews possessed an advanced degree in electronic engineering, had a working knowledge of computer programming and navigation systems, and had more than two years of experience with location-based systems, user interfaces, and databases at the time of the ’824 patent. See, e.g., Ex. 1003 ¶¶ 4–19; Ex. 1009. Therefore, we find that Mr. Andrews is qualified to offer opinions as a person of ordinary skill in the art for the ’824 patent under the relevant definition. Additionally, we find that Mr. Andrews’s background would qualify him as a person of ordinary skill in the art even if we adopted Patent Owner’s proposed level of ordinary skill in the art. Under Patent Owner’s proposal, a person of ordinary skill in the art would have a “degree in computer science, operations research, industrial engineering, applied mathematics, or a related field with at least two years of experience with optimization modeling, large scale optimization algorithms, or artificial intelligence solutions in the context of ride-sharing systems.” PO Resp. 30 (emphasis added). The record demonstrates that Mr. Andrews meets these qualifications. Mr. Andrews possesses a Bachelor of Science degree in Electrical Engineering and a Master of Science degree in Electronic Engineering, which we find to be in a “related field.” Ex. 1003 ¶ 6. Additionally, Mr. Andrews has significantly more than two years of experience in the fields Patent Owner suggests are relevant as evidenced by, for example, Mr. Andrews testimony that he has experience in “location-based systems,” and “work[ing] in database dispatch systems for fleet management.” Ex. 2023, 44:2–9; 44:15–19. Furthermore, given Mr. Andrews’s advanced degree, Patent Owner’s definition would allow Mr. Andrews to have less than two years of experience in the pertinent fields. PO Resp. 30; Ex. 1003 ¶ 6.” slip op. at 13

    • Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)Plain and ordinary meaningNo construction neededOther

      “Under these circumstances, where the parties now agree that the ordinary meaning should apply to “virtual bus stops” and the district court adopted the same approach, we see no reason to depart from applying the ordinary meaning in this proceeding. We therefore apply the plain and ordinary meaning proposed by the parties, where “virtual bus stops” means “pickup and dropoff locations selected by the ride-sharing system itself.” As to the construction of dependent claim 8, we agree with Patent Owner that we need not formally construe the term to resolve the issues before us. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017) (stating that “we need only construe terms ‘that are in controversy, and only to the extent necessary to resolve the controversy’” (quoting Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999))). As to Petitioner’s remaining arguments, we do not read artificial intelligence or other limitations into the claims as Petitioner warns against, and Petitioner does not argue for any specific construction in relation to these arguments that would require us to resolve a specific claim construction dispute. See Pet. Reply 4–10.” slip op. at 16

    • Strike new argumentNew argument disregardedDecided for patent owner

      “Ex. 1004, 4:17–23. The Petition does not cite to any declarant support, additional prior art, other embodiments in Lambert, or any obviousness analysis when addressing “virtual bus stops.” See Pet. 25. Although for later aspects of claim 1 the Petition relies on Poykko and an obviousness analysis when arguing that it would have been obvious to configure Lambert’s server to operate in a certain way (e.g., to access memory that includes a database of locations as taught by Poykko), the Petition does not rely on such an analysis when first addressing “virtual bus stops” alone. See id. The combination of Lambert’s statement above with Poykko and other aspects of Lambert, potentially with allegedly obvious modifications of Lambert, may serve as the basis of Petitioner’s arguments for these later limitations involving “virtual bus stops,” but these later allegations do not reach back and redefine Petitioner’s more limited argument with respect to “virtual bus stops” in isolation.8 To the extent Petitioner argues in its Reply that a combination of Lambert and Poykko or other obviousness arguments 8 In our Institution Decision, we noted that Patent Owner, at that stage of the proceeding, failed to properly address Petitioner’s proposed combination of Lambert and Poykko for various “virtual bus stop” limitations. Inst. Dec. 22–23. That said, we do not view the Petition’s arguments and evidence as to “virtual bus stops” limitation in isolation, prior to addressing the “memory” limitation and adding Poykko and obviousness to the analysis, as relying on a combination of Lambert and Poykko or obviousness. See Pet. 25. satisfy the “virtual bus stops” limitation, we agree with Patent Owner that this introduces an improper new theory in the Reply. See PO Sur-reply 20– 22.” slip op. at 29

    Patent outcomesUS 9,816,824 not shown unpatentable
    Claim construction§ 103 obviousnesscites KSR · Graham
    Patents in suitUS 9,816,824
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