- Google LLC v. Geoscope Technologies Pte. Ltd.All claims unpatentablePTAB · Feb 14, 2025 · IPR2023-01212 · APJ Sheila F Mcshane · IPR · Final written decision
Claims 1, 7, 9, 32, 38, and 40 are unpatentable as anticipated by Spain and obvious over Spain as evidenced by Agiwal.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“III. ANALYSIS A. Level of Ordinary Skill in the Art Petitioner asserts that a person of ordinary skill in the art: would have been someone knowledgeable in wireless networks, cellular radio systems, mobile communication devices and radio navigation systems. That person would have at least a bachelor’s degree in electrical engineering, with a background in radio frequency communications and/or navigation system technology as well as approximately two years of industry experience working on radio communication and/or navigation systems. Pet. 18 (citing Ex. 1008 ¶ 44). Patent Owner adopts Petitioner’s asserted level of ordinary skill in the art. PO Resp. 13. 1 The Leahy-Smith America Invents Act (“AIA”), Pub. L. No. 112-29, 125 Stat. 284, 287–88 (2011), amended 35 U.S.C. §§ 102, 103, effective March 16, 2013. Because the application and provisional application for the ’753 patent were filed before this date, the pre-AIA version of §§ 102, 103 apply. See Ex. 1001, codes (22), (60). Petitioner does not dispute that the filing date of the provisional application filing date applies. See Pet. 6; see generally Pet. Reply. 2 US 2003/0064735 A1, published April 3, 2003 (Ex. 1006). 3 Ankur Agiwal, LOCATOR – Location Estimation System For Wireless LANs, WMASH 2004: Proceedings of the Second ACM International Workshop on Wireless Mobile Applications and Services on WLAN Hotspots, 102–109 (2004) (Ex. 1005). For the purposes of this Decision, we adopt the assessment offered by Petitioner as it is consistent with the ’753 patent and the prior art before us. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001).” slip op. at 7
- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed petitioner constructionDecided for petitioner
“We agree with Petitioner that Patent Owner’s additional requirements of evaluating the calibration data to determine the boundaries of the area should not be included in the construction of “grid point.” Instead, based on the full record, and for the reasons explained below, we discern no reason to alter our prior construction in the Institution Decision of “grid point” as “a point associated with representative calibration data for an area.” Dec. 22– 23.” slip op. at 17
- Novelty / Anticipation (§102) › Anticipation standard (single reference, every element)UnpatentableUnpatentable
“The evidence supports that Petitioner has sufficiently demonstrated that Spain teaches “generating one or more sets of grid points for said calibration data,” as recited in limitation [1.2]. Spain states that: In another embodiment, the database is built by taking fingerprint measurements at predetermined locations and using intelligent algorithms that interpolate the fingerprints at all locations in between the sampled locations. Ex. 1006 ¶ 101. Relevant to this disclosure, Mr. Williams testifies that “Spain discloses generation of sets of grid points wherein each set includes newly interpolated grid points” because “the two grid points used to interpolate an additional grid point or points and the generated additional grid point or points are collectively a generated ‘set’ of grid points (i.e., a ‘set’ which includes the two calibrated grid points and the associated interpolated grid points).” Ex. 1008 ¶¶ 76–77 (citing Ex. 1006 ¶¶ 54, 55, 101). It is not disputed that Spain’s “fingerprints” are calibration data having characterizing parameters, such as observed signal strength, observed at calibration points. See Ex. 1006 ¶ 35. We find that this evidence demonstrates that Spain discloses generating one or more grid points, where the grid points are associated with calibration data.10 Accordingly, the evidence provides support that Spain’s interpolation of fingerprints at different locations discloses generation of one or more sets of grid points, where the grid points are associated with calibration data. Spain also discloses that: . . . the fingerprint corresponds not to one exact spot on the surface of the earth, but instead to a small area. The Lat and Long fields in this embodiment indicate a position inside the area, preferably the center point.” slip op. at 33
- Obviousness (§103) › Graham factors (scope of art, differences, level of skill)UnpatentableUnpatentable
“2. Discussion Petitioner refers to Agiwal to note that, like Spain, “Agiwal discloses an initial approximate location-based search of its database using live measurement data transmitted from a mobile device.” Pet. 18. Petitioner, however, relies only on Spain for its obviousness assertions. Id. at 22–38. The above discussion and Petitioner’s showing related to anticipation by Spain also equally apply to the obviousness showing over Spain as presented by Petitioner. See Connell v. Sears, Roebuck & Co., 722 F.2d 1542, 1548 (Fed. Cir. 1983). Patent Owner presents no additional arguments specifically directed to Petitioner’s showing as to obviousness under Spain that we have not already addressed. See generally PO Resp. Patent Owner also presents no evidence of objective indicia of nonobviousness. See generally PO Resp. Weighing the record as a whole in view of the findings and analysis above, we conclude that Petitioner has met its burden to show, by a preponderance of the evidence, that claims 1, 7, 9, 32, 38, and 40 would have been obvious over Spain as evidenced by Agiwal.” slip op. at 43
Patent outcomesUS 8,406,753 unpatentableClaim construction§ 102 anticipation§ 103 obviousnesscites KSR · GrahamPatents in suitUS 8,406,753 - Google LLC v. Geoscope Technologies Pte. Ltd.All claims unpatentablePTAB · Feb 14, 2025 · IPR2023-01211 · APJ Brian D Range · IPR · Final written decision
Claims 4 and 26 are unpatentable: claim 4 is anticipated by Shkedi, and claims 4 and 26 are obvious over Zhu and Spain.
RulingsFinal written decision- Prior constructionPrior construction adoptedDecided for petitioner
“requirement of evaluating the calibration data to determine the boundaries of the area represented by a grid point should not be included in the construction of either “grid point” or “non-uniform grid point.” Instead, based on the full record, we discern no reason to alter our prior construction of “grid point” as “a point associated with representative calibration data for an area” and maintain that construction for this Final Written Decision. The construction of “grid point” we adopt is supported by the Specification of the ’494 patent. Namely, the ’494 patent discloses that “[i]n general, a non-uniform grid point (NUG) may represent the signal characteristics and/or calibration data over a given region,” and “NUGs represent an area of collected calibration data.”9 Ex. 1001, 3:58–4:2. The district court identified the second quoted passage, which is identically recited in the ’104 patent (see Ex. 1018, 3:50–60) as “provid[ing] a clear indication of the meaning of ‘grid point.’” Ex. 1028, 19 (emphasis added). We agree with the district court’s analysis. Although the ’494 patent does not explain how a generic “grid point” might differ from the described “nonuniform grid point,” we do not find this distinction pertinent to construing “grid point” in this case because neither party raises this issue. Also, based on the claim words “non-uniform grid point,” a “non-uniform grid point” is a type of grid point. Furthermore, the district court construed “grid point” only, not “non-uniform grid point.” Id. at 18–20.” slip op. at 19
- Skill levelSkill level petitioner adoptedDecided for petitioner
“at the time the application was filed, we consider the level of ordinary skill in the pertinent art at the critical time. Graham, 383 U.S. at 17. The resolution of this question is important because it allows us to “maintain[] objectivity in the obviousness inquiry.” Ryko Mfg. Co. v. Nu–Star, Inc., 950 F.2d 714, 718 (Fed. Cir. 1991). In assessing the level of ordinary skill in the art, various factors may be considered, including the “type of problems encountered in the art; prior art solutions to those problems; rapidity with which innovations are made; sophistication of the technology; and educational level of active workers in the field.” In re GPAC, Inc., 57 F.3d 1573, 1579 (Fed. Cir. 1995) (quotation omitted). Generally, it is easier to establish obviousness under a higher level of ordinary skill in the art. Innovention Toys, LLC v. MGA Entm’t, Inc., 637 F.3d 1314, 1323 (Fed. Cir. 2011) (“A less sophisticated level of skill generally favors a determination of nonobviousness . . . while a higher level of skill favors the reverse.”). Petitioner contends that a person of ordinary skill in the art (POSITA) would have been someone knowledgeable in wireless networks, cellular radio systems, mobile communication devices and radio navigation systems, having at least a bachelor’s degree in electrical engineering, with a background in radio frequency communications and/or navigation system technology as well as approximately two years of industry experience working on radio communication and/or navigation systems. Pet. 13 (citing Ex. 1012 ¶ 30). Patent Owner does not dispute the level of ordinary skill in the art. PO Resp. 11–12. We adopt Petitioner’s proposal as reasonable and consistent with the ’494 patent specification and the prior art. 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 9
- Expert testimonyPetitioner expert creditedDecided for petitioner
“We also credit Mr. Williams’s testimony that determining which calibration data is representative of an area “would not require analysis” because “[i]t could be just the actual measurement,” and “analysis could be part of it, but it doesn’t have to be.” Ex. 2023, 37:10–22. Patent Owner’s argument that this testimony is not instructive because Mr. Williams limited his responses to the construction of calibration data and avoided responding to the question asked is not persuasive. See Sur-reply 8–9. Although Mr. Williams did refer to “the calibration data construction” in his response, we disagree that he avoided responding to the question asked. He was asked: “To determine which of that calibration data is representative of an area would require analyzing that set of collected calibration data, right?” and directly responded: “It would not require analysis. It could be just the actual measurement.” Ex. 2023, 37:10–16. This testimony responded to the question asked. He then stated: “I believe that is an issue as part of the calibration data construction,” before concluding: “So analysis could be part of it, but it doesn’t have to be.” Ex. 2023, 37:17–22. Merely expressing a belief that the issue or question asked relates to the calibration data construction does not equate to his response being limited to the calibration data construction.” slip op. at 23
- Novelty / Anticipation (§102) › Anticipation standard (single reference, every element)UnpatentableUnpatentable
“Thus, “grid points” and “calibration points” in the ’494 patent are distinct elements that can overlap. Specifically, a “grid point” is a point associated with representative calibration data for an area, and a “calibration point” is a point at which calibration data is collected. These points can occupy the same physical location (i.e., the same longitude/latitude coordinates) but still be a “grid point” and a “calibration point.” For these reasons, we are not persuaded that the overlap between “grid points” and “calibration points” in Shkedi undermines Petitioner’s position and evidentiary showing. Petitioner, thus, has established by a preponderance of the evidence that Shkedi teaches each element of claim 4 including non-uniform grid points. We determine that the preponderance of the evidence establishes that claim 4 is anticipated by Shkedi.” slip op. at 42
Patent outcomesUS 8,786,494 unpatentableClaim construction§ 102 anticipation§ 103 obviousnesscites KSR · GrahamPatents in suitUS 8,786,494 - Google LLC v. Geoscope Technologies Pte. Ltd.All claims unpatentablePTAB · Feb 10, 2025 · IPR2023-01213 · APJ Brian D Range · IPR · Final written decision
Claims 1, 2, 10, 12, 13, 21, and 22 are unpatentable as obvious over Crane and Spain; claim 11 is dismissed as moot.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“at the time the application was filed, we consider the level of ordinary skill in the pertinent art at the critical time. Graham, 383 U.S. at 17. The resolution of this question is important because it allows us to “maintain[] objectivity in the obviousness inquiry.” Ryko Mfg. Co. v. Nu–Star, Inc., 950 F.2d 714, 718 (Fed. Cir. 1991). In assessing the level of ordinary skill in the art, various factors may be considered, including the “type of problems encountered in the art; prior art solutions to those problems; rapidity with which innovations are made; sophistication of the technology; and educational level of active workers in the field.” In re GPAC, Inc., 57 F.3d 1573, 1579 (Fed. Cir. 1995) (quotation omitted). Generally, it is easier to establish obviousness under a higher level of ordinary skill in the art. Innovention Toys, LLC v. MGA Entm’t, Inc., 637 F.3d 1314, 1323 (Fed. Cir. 2011) (“A less sophisticated level of skill generally favors a determination of nonobviousness . . . while a higher level of skill favors the reverse.”).” slip op. at 9
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“after November 13, 2018, a patent claim shall be construed 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) (as amended Oct. 11, 2018). This rule adopts the same claim construction standard used by Article III federal courts, which follow Phillips v. AWH Corp., 415 F.3d 1303 (Fed. Cir. 2005) (en banc), and its progeny. Under this standard, the words of a claim are generally given their “ordinary and customary meaning,” which is the meaning the term would have to a person of ordinary skill at the time of the invention, in the context of the entire patent including the specification. See Phillips, 415 F.3d at 1312–13.” slip op. at 10
- Prior constructionPrior construction adoptedDecided for petitioner
“Pet. 15–18. Petitioner’s proposed constructions are consistent with the claim construction decision from related litigation or the parties’ prior stipulations regarding claim construction. Id.; Ex. 1023 (parties’ stipulation); Ex. 1027 (parties’ stipulation); Ex. 1028, pp. 24–32 (District Court order). Patent Owner does not dispute Petitioner’s proposed claim construction. PO Resp. passim. We note that, the District Court held, in a non-final order, that claims 1 and 12 were indefinite because of the term “in proximity.” Ex. 1028, 24– 28. The District Court, however, did not issue a final ruling with respect to claims 1 and 12 because the parties narrowed the dispute concerning the ’784 Patent to only claim 11. Ex. 2018, ¶ 3. We also note that we do not need to assess whether or not the term “in proximity” renders claims 1 and 12 indefinite to assess the Petition. Rather, we agree with Petitioner that the “in proximity” language is at least broad enough to “encompass” the matter set forth in Petitioner’s claim construction. See Pet. 17, 37–41. This is sufficient definition to make it logically possible to reach the merits of Petitioner’s challenge. See Intel Corp. v. Qualcomm Inc., 21 F.4th 801, 813 (Fed. Cir. 2021) (holding that indefiniteness only precludes a patentability determination 102 or 103 if the indefiniteness makes it “logically impossible” to reach such a decision).” slip op. at 11
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundReasonable expectation foundUnpatentable
“Petitioner argues that it would have been obvious to implement Spain’s location determination system as part of Crane’s system and that such an implementation would have a reasonable expectation of success. Pet. 26 (citing Ex. 1008 ¶¶ 111–112). Patent Owner does not dispute Petitioner’s contentions regarding this recitation. Based on the entire trial record, we agree with Petitioner’s analysis and credit Mr. William’s testimony supporting Petitioner’s position. Thus, in view of the evidence of record, we find that Crane and Spain disclose the preamble of recitation 1.1.” slip op. at 20
Patent outcomesUS 9,097,784 unpatentableClaim construction§ 103 obviousnesscites KSR · GrahamPatents in suitUS 9,097,784 - Colgate-Palmolive Company v. Noble Innovations NC L.L.C.All claims unpatentablePTAB · Jan 23, 2025 · IPR2023-01254 · APJ Ryan H Flax · IPR · Final written decision
Claims 1, 2, and 5–18 are unpatentable under § 103 over Grounds 1–4; each ground relies on the Board’s combinations of Wolcott or Young with Davidson, with or without Fitz-Gibbon.
RulingsFinal written decision- BurdenUnpatentable
“Patent Owner’s arguments. Petitioner has sufficiently, and we find accurately, mapped the limitations of the challenged claims to the disclosures of Wolcott, Davidson, and Fitz-Gibbon, identified reasons with rational underpinnings why the ordinarily skilled artisan would have combined the teachings of the references, and shown that there would have been a reasonable expectation of success in such a predictable endeavor. Regarding the reasons to combine Wolcott, Davidson, and Fitz- Gibbon, they are each analogous art as each is directed to solving the problem of retaining dentifrice, a pellet or any dentifrice, on a toothbrush, within a dedicated space between its bristles. Donner Technology, LLC v. Pro Stage Gear LLC, 979 F.3d 1353, 1359 (Fed. Cir. 2020) (the prior art is from the same field of endeavor as the invention and also addresses the particular problem with which the invention/inventor is involved); see generally Ex. 1009; 1010; 1011; see also Ex. 1008 ¶¶ 115–122, 199–207 (Mr. Fletcher testifying to the same). We agree that the prior art combination and asserted modifications would be predictable and well within the level of ordinary skill to accomplish, making success entirely expected. Ex. 1008 ¶¶ 115–122, 199–207; Ex. 1009; 1010; 1011. Furthermore, we agree with Petitioner that the advantages disclosed by Davidson regarding its bristles 13 and well 12 retaining any type of dentifrice would similarly advantage Wolcott’s toothbrush, which is designed to similarly retain a dentifrice pellet in a recess using bristles. See Ex. 1009, 1:1–41, 2:39–3:1, 3:55–4:9, Figs. 4, 5; Ex. 1010, 2:11–14, 2:24– 27, 3:20–24, Figs. 1–3; see also Ex. 1008 ¶¶ 121–122. Similarly, Fitz-Gibbon discloses its toothbrush’s bristles or, more accurately, tufts of bristles 13, are disposed at an angle toward, and to hold, dentifrice in a chamber/pocket; we find this feature, which Fitz-Gibbon describes as “exceedingly valuable,” would also have been reasonably incorporated into the toothbrush achieved by the combination of Wolcott and Davidson, with an expectation of success. Ex. 1008 ¶¶ 204–207; Ex. 1011, 2:58–87. Thus, we agree with Petitioner that a skilled artisan would have had ample reason to combine Wolcott and Davidson, or Wolcott, Davidson, and Fitz-Gibbon, and the result of doing so would have been obvious.” slip op. at 38
- Skill levelSkill level petitioner adoptedDecided for petitioner
“ordinary skill in the art or POSITA, but Patent Owner neither proposes a definition of the ordinarily skilled artisan nor opposes Petitioner’s proposed definition. See generally Resp. Patent Owner’s witness, Mr. Kodama, testifies that an ordinarily skilled artisan as of the invention date would be defined identically as proposed by Petitioner. Ex. 2001 ¶ 46. We accept and use Petitioner’s proposed and unopposed definition of the ordinarily skilled artisan. It appears that Petitioner’s proposed definition comports with the level of skill in the art reflected in the prior art of record and the ’332 patent, itself. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001) (“the prior art itself [may] reflect[] an appropriate level” as 10 Petitioner uses the acronym POSITA to reference the person of ordinary skill in the art. evidence of the ordinary level of skill in the art) (quoting Litton Indus. Prods., Inc. v. Solid State Sys. Corp., 755 F.2d 158, 163 (Fed. Cir. 1985)). C.” slip op. at 12
- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed petitioner constructionDecided for petitioner
“We agree with Petitioner that the bristles must be angled and disagree with Patent Owner. As explained above, it remains generally uncontested that the claim language “angled capsule retaining elements” includes within its scope angled bristles. This is well supported by the intrinsic record: only one type of angled structure is disclosed in the ’332 patent as functioning to retain an oral care capsule on a toothbrush, and that structure is “a plurality of angled bristles adapted to retain an oral care capsule in the capsule receiving zone.”12 Ex. 1001, 2:57–67, 4:62–5:13. The ’332 patent explains 11 Patent Owner actually cites “‘627 patent app” at paragraph 36,” without ever mentioning any exhibit of record in the proceeding. We understand Patent Owner to refer to Petitioner’s Exhibit 1003, as this is the only occurrence of the ’627 application of record. 12 The ’332 patent also describes “a movable retaining element,” which is a separate structure from the angled bristles that comprise the angled capsule retaining elements, that is described as some sort of openable access to the that bristles are angled toward the center of a capsule receiving zone such that an oral care capsule can be loaded there-into by spreading apart the angled bristles, inserting the oral care capsule past the angled bristles, and depositing the oral care capsule in the capsule receiving zone; thereafter the angled bristles relax to their angled state and retain the oral care capsule. Id.; see also id.at 7:19–42, 9:54–10:11 (describing how a dispensing device can accomplish this loading).” slip op. at 16
- Obviousness (§103) › Analogous artAnalogous artDecided for petitioner
“Patent Owner’s arguments. Petitioner has sufficiently, and we find accurately, mapped the limitations of the challenged claims to the disclosures of Wolcott, Davidson, and Fitz-Gibbon, identified reasons with rational underpinnings why the ordinarily skilled artisan would have combined the teachings of the references, and shown that there would have been a reasonable expectation of success in such a predictable endeavor. Regarding the reasons to combine Wolcott, Davidson, and Fitz- Gibbon, they are each analogous art as each is directed to solving the problem of retaining dentifrice, a pellet or any dentifrice, on a toothbrush, within a dedicated space between its bristles. Donner Technology, LLC v. Pro Stage Gear LLC, 979 F.3d 1353, 1359 (Fed. Cir. 2020) (the prior art is from the same field of endeavor as the invention and also addresses the particular problem with which the invention/inventor is involved); see generally Ex. 1009; 1010; 1011; see also Ex. 1008 ¶¶ 115–122, 199–207 (Mr. Fletcher testifying to the same). We agree that the prior art combination and asserted modifications would be predictable and well within the level of ordinary skill to accomplish, making success entirely expected. Ex. 1008 ¶¶ 115–122, 199–207; Ex. 1009; 1010; 1011. Furthermore, we agree with Petitioner that the advantages disclosed by Davidson regarding its bristles 13 and well 12 retaining any type of dentifrice would similarly advantage Wolcott’s toothbrush, which is designed to similarly retain a dentifrice pellet in a recess using bristles. See Ex. 1009, 1:1–41, 2:39–3:1, 3:55–4:9, Figs. 4, 5; Ex. 1010, 2:11–14, 2:24– 27, 3:20–24, Figs. 1–3; see also Ex. 1008 ¶¶ 121–122. Similarly, Fitz-Gibbon discloses its toothbrush’s bristles or, more accurately, tufts of bristles 13, are disposed at an angle toward, and to hold, dentifrice in a chamber/pocket; we find this feature, which Fitz-Gibbon describes as “exceedingly valuable,” would also have been reasonably incorporated into the toothbrush achieved by the combination of Wolcott and Davidson, with an expectation of success. Ex. 1008 ¶¶ 204–207; Ex. 1011, 2:58–87. Thus, we agree with Petitioner that a skilled artisan would have had ample reason to combine Wolcott and Davidson, or Wolcott, Davidson, and Fitz-Gibbon, and the result of doing so would have been obvious.” slip op. at 38
Patent outcomesUS 8,881,332 unpatentableClaim construction§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 8,881,332 - Vusiongroup SA v. Hanshow Technology Co., Ltd.Institution deniedPTAB · Jan 14, 2025 · IPR2024-01045 · APJ Patrick R Scanlon · IPR · Institution
The Board denied institution on all challenged claims because the Petition did not show a reasonable likelihood of prevailing on any of its four § 103 grounds.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“We have authority to determine whether to institute an inter partes review. See 35 U.S.C. § 314 (2018); 37 C.F.R. § 42.4(a) (2023). To institute an inter partes review, we must determine that the information presented in the Petition shows “a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” 35 U.S.C. § 314(a). For the reasons set forth below, we determine that Petitioner has not demonstrated a reasonable likelihood that it would prevail with respect to at least one challenged claim. Accordingly, we do not institute an inter partes review of the challenged claims on the grounds set forth in the Petition.” slip op. at 2
- Obviousness (§103) › Motivation to combine / reasonable expectation of successNot shown unpatentableNot shown unpatentable
“We agree with Patent Owner. At best, Schwartz’s disclosure cited by Petitioner teaches aggregating product information obtained from different stores, but neither the Petition nor Dr. Wolfe explains sufficiently how aggregating product information would have suggested cross-correlating different product facing bounding boxes to one of ordinary skill in the art. See Pet. 35–37; Ex. 1003 ¶¶ 148–151. We are not persuaded that aggregating product information and cross-correlating different product facing bounding boxes would have been recognized as similar or comparable processes. Moreover, Petitioner does not even assert that one of ordinary skill in the art would have recognized that Schwartz cross-correlates one or more product facing bounding boxes and one or more other product facing bounding boxes as required by limitation [1.5]. Instead, Petitioner asserts only that one of ordinary skill in the art “would have recognized Schwartz . . . cross-correlates that product and affiliated shelf added). Furthermore, limitation [1.5] recites cross-correlating different product facing bounding boxes by matching shelf label content of the different product facing bounding boxes. But Petitioner does not explain adequately how the combination of Schwartz and Katircioglu satisfies this requirement. Pet. 35–37. Although Petitioner asserts that the combination discloses associating shelf label content with product facing bounding boxes (id. at 30–35), we are not directed to any disclosure in either Schwartz or Katircioglu that teaches or suggests matching the shelf label content of different product facing bounding boxes. For the above reasons, Petitioner fails to persuade us that the combination of Schwartz and Katircioglu discloses limitation [1.5]. Therefore, we determine Petitioner has not met its burden to show a reasonable likelihood it would prevail with respect to the contention that claim 1 is unpatentable over the combination of Schwartz and Katircioglu.” slip op. at 13
- Skill levelSkill level petitioner adoptedOther
“Petitioner contends that [a] person of ordinary skill in the art (“POSITA”) in November 2016 would have had a Bachelor’s degree in electrical engineering, computer engineering, computer science, or a related field, and two or more years of work experience or research related to computer vision, image analytics, machine learning, artificial intelligence or automated object recognition methods and systems, or equivalent training and work experience in the field. Formal education can substitute for work experience and relevant work experience could substitute for formal education. Pet. 8–9 (citing Ex. 1003 ¶ 29). Patent Owner indicates it agrees with Petitioner’s definition of a person having ordinary skill in the art. Prelim. Resp. 4–5. Based on our review of the record before us, we determine that Petitioner’s stated level of ordinary skill in the art is reasonable because it appears consistent with the evidence of record, including the asserted prior definition.” slip op. at 7
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“Petitioner contends that “[n]o formal claim constructions are necessary ‘to resolve the controversy.’” Pet. 9 (quoting Wellman, Inc. v. Eastman Chem. Co., 642 F.3d 1355, 1361 (Fed. Cir. 2011)). Petitioner adds that there is a rebuttable presumption that § 112(f) does not apply because the challenged claims do not recite “means.” Id. In the event the presumption is overcome with respect to the claim terms “processor” and “product classifier,” Petitioner identifies the disclosure describing the corresponding structure for these terms. Id. at 9–10. Patent Owner contends that claim construction is not necessary and the claims should be given their plain and ordinary meaning. Prelim. Resp. 5. Regarding the claim terms “processor” and “product classifier,” Patent Owner argues that Petitioner has not advanced any argument to rebut the presumption that § 112(f) does not apply. Id. at 6. any claim language because doing so would have no effect on our analyses below of Petitioner’s asserted grounds and will not assist in resolving the present controversy between the parties. 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., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999)).” slip op. at 8
Claim construction§ 103 obviousnesscites GrahamPatents in suitUS 11,087,272 - PTAB · Jan 13, 2025 · IPR2024-01156 · APJ Jeffrey N Fredman · IPR · Institution
The Board instituted inter partes review of claims 1–30 on all grounds, finding it more likely than not that the claims are unpatentable.
RulingsInstitution decision- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“On the current record, there is no controversy over the meaning of any of the claim terms and neither party identifies a claim construction that would impact our analysis. We therefore find that, at this stage of the proceeding, there are no terms that need claim construction. See, e.g., Wellman, Inc. v. Eastman Chem. Co., 642 F.3d 1355, 1361 (Fed. Cir. 2011) (“[C]laim terms need only be construed ‘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 7
- Skill levelSkill level petitioner adoptedDecided for petitioner
“VIII. LEVEL OF ORDINARY SKILL IN THE ART Petitioner asserts (without opposition): A person of ordinary skill in the art (“POSA”) at the time of invention would have a working knowledge of microbiology and would have been involved in developing testing methodologies for analysis of samples such as food products (“validation methodologies”). The POSA would most likely have an advanced degree in microbiology, food science, or animal science and at least two years of work experience but may alternatively have a bachelor’s degree in those areas and at least four years of experience with validation methodologies. The POSA would have been familiar with relevant scientific literature and industry regulations, directives, and guidelines relating to validation methodologies.” slip op. at 8
- Novelty / Anticipation (§102) › Anticipation standard (single reference, every element)Instituted
“Determining whether claims are anticipated involves a two-step analysis. The first step involves construction of the claims of the patent at issue. Claim construction is a question of law reviewed de novo.” In re Aoyama, 656 F.3d 1293, 1296 (Fed.Cir.2011). “The second step [of an anticipation analysis] involves comparing the claims to the prior art. Anticipation is a question of fact reviewed for substantial evidence.” In re Aoyama, 656 F.3d at 1296. “A prior art reference anticipates a patent claim under 35 U.S.C. § 102(b) if it discloses every claim limitation.” In re Montgomery, 677 F.3d 1375, 1379 (Fed. Cir. 2012). A reference may anticipate inherently if a claim limitation that is not expressly disclosed “is necessarily present, or inherent, in the single anticipating reference.” Verizon Servs. Corp. v. Cox Fibernet Va., Inc., 602 F.3d 1325, 1337 (Fed. Cir. 2010). slip op. at 9
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundReasonable expectation foundInstituted
“The motivation-to-combine analysis is a flexible one. “[A]ny need or problem known in the field of endeavor at the time of invention and addressed by the patent can provide a reason for combining the elements in the manner claimed,” [but the] “analysis ‘need not seek out precise teachings directed to the specific subject matter of the challenged claim, for a court can take account of the inferences and creative steps that a person of ordinary skill in the art would employ.’” Intel Corp. v. PACT XXP Schweiz AG, 61 F.4th 1373, 1379–80 (Fed. Cir. 2023) (quoting KSR, 550 U.S. at 418, 420 (emphasis added)). “[I]f there’s a known technique to address a known problem using ‘prior art elements according to their established functions,’ then there is a motivation to combine,” because KSR explains that “if a technique has been used to improve one device [or method], and a person of ordinary skill in the art would recognize that it would improve similar devices [or methods] in the same way, using the technique is obvious unless its actual application is beyond his or her skill.” Id. at 1380 (quoting KSR, 550 U.S. at 417; and Intel Corp. v. Qualcomm Inc., 21 F.4th 784, 797 (Fed. Cir. 2021)). If addressing a known problem, the prior art combination need not be “the best option, only . . . a suitable option.” Id. (quoting Intel, 21 F.4th at 800 (emphasis original)).” slip op. at 13
Claim construction§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 9,845,486 - PTAB · Jan 13, 2025 · IPR2024-00186 · APJ Jeffrey N Fredman · IPR · Institution
The Board instituted inter partes review on all challenged claims and all grounds, finding a reasonable likelihood that at least one challenged claim is unpatentable.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“We have jurisdiction under 35 U.S.C. § 314, which provides that an inter partes review may not be instituted unless the information presented in the Petition “shows that there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” A decision to institute under § 314 may not institute on fewer than all claims challenged in the petition. SAS Inst., Inc. v. Iancu, 138 S. Ct. 1348, 1359–60 (2018). In addition, if the Board institutes trial, it will “institute on all grounds in the petition.” PTAB Consolidated Trial Practice Guide, 5–6 (Nov. 2019); see also PGS Geophysical AS v. Iancu, 891 F.3d 1354, 1360 (Fed. Cir. 2018) (interpreting the statute to require “a simple yes-or-no institution choice respecting a petition, embracing all challenges included in the petition”). Having considered the arguments and evidence presented in the Petition and the Preliminary Response, for the reasons described below, we institute inter partes review.” slip op. at 2
- PTAB / AIA Trials › Discretionary denial › Fintiv (parallel litigation)Decided for petitioner
“Office (“USPTO”) issued a Memorandum titled “Interim Procedure for Discretionary Denials in AIA Post-Grant Proceedings With Parallel District Court Litigation” (“Memorandum”)11, which states, among other things, that “the PTAB will not discretionarily deny institution in view of parallel district court litigation where a petitioner presents a stipulation not to pursue in a parallel proceeding the same grounds or any grounds that could have 11 Available at www.uspto.gov/sites/default/files/documents/interim_proc_ discretionary_denials_aia_parallel_district_court_litigation_memo_2022 0621_.pdf. reasonably been raised before the PTAB.” Memorandum 3 (citing Sotera Wireless, Inc. v. Masimo Corp., IPR2020-01019, Paper 12 (PTAB Dec. 1, 2020) (precedential as to § II.A)). By email dated November 25, 2024, Petitioner requested leave to file a Reply to Patent Owner’s Preliminary Response to address, inter alia, its proposed submission of a Sotera stipulation. Ex. 3001. We denied Petitioner’s request for briefing, but granted its request to submit the stipulation. Id. The Sotera stipulation avers that “if IPR Nos. IPR2024- 00183, IPR2024-00185, and IPR2024-00186 are instituted, National Beef will not pursue in the related district court proceeding, Inst. for Envtl. Health, Inc. v. Nat’ / Beef Packing Co., LLC, No. 1:23-cv-00826 (D. Del. Aug. 1, 2023), any ground National Beef raised or reasonably could have raised in the aforementioned IPRs,” and that the stipulation “binds National Beef in the related district court proceeding, Inst. for Envtl. Health, Inc. v. Nat'l Beef Packing Co., LLC, No. 1:23-cv-00826 (D. Del. Aug. 1, 2023).” Ex. 1064. Applying the guidance provided in the Memorandum, we decline to exercise our discretion to deny institution in this proceeding under Fintiv because Petitioner submitted a Sotera stipulation.” slip op. at 20
- BurdenInstituted
“Thus, Petitioner has accounted for each step/element of independent claims 1 and 37 as taught by the combination of ICMSF and Gombas, and has also provided a reason why, with rational underpinnings, the prior art would have been combined and modified, with a reasonable expectation of success. On the current record, including Patent Owner’s arguments that we considered and are addressed in detail below, Petitioner’s evidence for this ground is sufficient to provide a reasonable likelihood of success in demonstrating unpatentability of at least one claim.” slip op. at 31
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededDecided for patent owner
“We agree with Patent Owner that the term “lots” does not require construction because on the current record, there is no controversy over the meaning of the term, and neither Petitioner nor Patent Owner identify any way that claim construction may impact our decision. We also agree with Patent Owner that the ’771 patent provides definitions that guide the understanding of the term “lots” including: The term “test lot” or “reportable lot” as used herein to refer to an assemblage of one or more specimens of a medium or process (e.g. assemblage of specimens of air, water, solids or of products of a production process, etc.), where such assemblage can be sampled by taking portions of the one or more specimens thereof, and where the one or more specimens of the assemblage are operationally linked in a manner (e.g., proximity, time, process step, etc.) whereby information derived about sampled portions is operationally applicable to all specimens of the assemblage, and thus to the test lot. In particular instances, portions are synonymous with specimens. Ex. 1003, 5:43‒54. The ’771 patent similarly provides definitions for “product portion,” “test lot sample,” and “composite lot-unit” that provide significant guidance and clarity as to the meaning of these terms. Ex. 1003, 5:60‒6:4, 6:12‒29, 7:49‒63. See, e.g., Wellman, Inc. v. Eastman Chem. Co., 642 F.3d 1355, 1361 (Fed. Cir. 2011) (“[C]laim terms need only be construed ‘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)). We decline to expressly interpret this term at this time.” slip op. at 11
Claim construction§ 103 obviousnessDiscretionary denialcites Phillips · KSR · GrahamPatents in suitUS 9,637,771 - PTAB · Jan 13, 2025 · IPR2024-00185 · APJ Robert A Pollock · IPR · Institution
The Board instituted IPR on claims 1–7, 11, 12, 14–20, 22–24, 26, and 29–36 on all asserted grounds, finding a reasonable likelihood of success on obviousness.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“III. CONCLUSION After considering the evidence and arguments presented in the Petition, we determine that Petitioner has demonstrated a reasonable likelihood of success in proving that at least one challenged claim of the ’143 Patent is unpatentable. In particular, because Petitioner has demonstrated a reasonable likelihood that at least one claim is rendered obvious by the asserted combinations of ICMSF, Hughes, and Price, we institute inter partes review on all grounds set forth in the Petition. At this stage of the proceeding, the Board has not made a final determination as to the patentability of any challenged claim or the construction of any claim term. Thus, our view with regard to any conclusion reached in the foregoing could change upon consideration of Patent Owner’s merits response and completion of the record.” slip op. at 54
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“We agree with Patent Owner that the term “lots” does not require construction because on the current record, there is no controversy over the meaning of the term, and neither Petitioner nor Patent Owner identify any way that claim construction may impact our decision. See, e.g., Wellman, Inc. v. Eastman Chem. Co., 642 F.3d 1355, 1361 (Fed. Cir. 2011) (“[C]laim terms need only be construed ‘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)). We also agree with Patent Owner that the ’143 patent provides definitions that guide the understanding of the term “lots” including teaching: The term “test lot” or “reportable lot” as used herein to refer to an assemblage of one or more specimens of a medium or process (e.g. assemblage of specimens of air, water, solids or of product of a production process, etc.) where such assemblage can be sampled by taking portions of the one or more specimens thereof, and where the one or more specimens of the assemblage are operationally linked in a manner (e.g. proximity, time, process step, etc.) whereby information derived about sampled portions is operationally applicable to all specimens of the assemblage, and thus to the test lot. In particular instances, portions are synonymous with specimens. Ex. 1002, 5:34–45. The Specification similarly provides definitions for “product portion,” “test lot sample,” and “single-unit production lot” that provide significant guidance and clarity as to the meaning of these terms. Id. at 5:52–63, 6:2–20.” slip op. at 16
- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed petitioner constructionDecided for petitioner
“validation” as used herein with respect to production lots refers to determining that a particular sample tests negative using the detection assay. Where a modular composite sample tests negative, all single-unit production lot samples comprising the composite sample are validated along with the respective single-unit production lots, which are thus cleared for release. Where a modular composite sample tests positive, individual single unit production lots may nonetheless yet be validated if particular respective single-unit production lot samples test negative. Ex.1002, 7:15–24 (emphasis added). The above text expressly equates “validation” to a determination that “a particular sample tests negative.” The initial definitional sentence makes no mention of “cleared for release” as necessary for “validation.” The subsequent sentence refers to “cleared for release” in the more limited situation where a particular composite sample “tests negative all single-unit production lot samples,” and, even then, the “cleared for release” language indicates a separate step that may happen after the samples are “validated.” slip op. at 21
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundReasonable expectation foundDecided for petitioner
“On the current record, we are not persuaded that Petitioner has insufficiently articulated a motivation to combine or modify the asserted references. With respect to Ground 1, for example, Petitioner contends that one of ordinary skill in the art would have been motivated to modify ICMSF based on Gombas under the teaching-suggestion-motivation test so portions of the enriched, retained samples are further tested after a positive test of a composite sample by the same protocol, with a reasonable expectation of success for efficient validation. See § XII-A-1-h supra; Dickson ¶¶ 417-19. Pet. 53–54. Petitioner further argues that ordinarily skilled artisan would have sought to improve[] ICMSF with the similar methods of Gombas to yield efficient validation, which is a predictable result. KSR Int’l Co. v. Teleflex Inc., 550 U.S. 398, 417 (2007). In this combination, a POSA would have simply substituted steps of ICMSF, as described above, with those of Gombas so portions of the enrichment cultures are retained and are further tested after a positive test of a composite sample by the same protocol for predictably efficient validation. MPEP § 2143(I)(B); Dickson ¶ 420. Id. at 53. As such, the Petition provides specific reasons to combine ICMSF and Gombas that are consistent with the flexible test recited in KSR, including the benefit of efficient validation of the test and that the combination is a simple substitution of steps. As KSR notes, “if a technique has been used to improve one device, and a person of ordinary skill in the art would recognize that it would improve similar devices in the same way, using the technique is obvious unless its actual application is beyond his or her skill.” KSR, 550 US at 417. Here, Petitioner has made its reasons to combine explicit. See Pet. 53–” slip op. at 47
Claim construction§ 103 obviousnessDiscretionary denialcites Phillips · KSRPatents in suitUS 8,822,143 - PTAB · Jan 13, 2025 · IPR2024-00183 · APJ Robert A Pollock · IPR · Institution
The Board instituted IPR on claims 1–6, 10, 11, 13–20, 22, 23, and 26–33 because the asserted combinations of ICMSF, Hughes, and Price showed a reasonable likelihood that at least one claim was obvious.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“314. An inter partes review may not be instituted unless “the information presented in the petition . . . and any response . . . shows that there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” 35 U.S.C. § 314(a). Further, a decision to institute may not do so on fewer than all claims challenged in the petition. SAS Inst., Inc. v. Iancu, 138 S. Ct. 1348, 1359–60 (2018); 37 C.F.R. § 42.108(a). After considering the evidence and arguments presented in the Petition, we determine that Petitioner demonstrates a reasonable likelihood of prevailing in showing that at least one of the challenged claims of the ’584 patent is unpatentable. Accordingly, we institute an inter partes review as to the challenged claims of the ’584 patent on the grounds of unpatentability set forth in the Petition. A.” slip op. at 2
- Skill levelSkill level petitioner adoptedDecided for petitioner
“Petitioner contends that a person of ordinary skill in the art at the time of the invention (POSA/POSITA), “would most likely have an advanced degree in microbiology, food science, or animal science and at least two years of work experience but may alternatively have a bachelor’s degree in those areas and at least four years of experience with validation methodologies.” Pet. 11. (citing Ex. 1041 ¶¶ 22–24). Petitioner further contends that a person of ordinary skill in the art would have had “a working knowledge of microbiology,” “would have been involved in developing sampling and testing methodologies for analysis of food products (“validation methodologies”),” and “would have been familiar with relevant scientific literature and industry regulations, directives, and guidelines relating to validation methodologies.” Id.” slip op. at 13
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“We agree with Patent Owner that the term “lots” does not require construction because on the current record, there is no controversy over the meaning of the term, and neither Petitioner nor Patent Owner identify any way that claim construction impacts the decision. See, e.g., Wellman, Inc. v. Eastman Chem. Co., 642 F.3d 1355, 1361 (Fed. Cir. 2011) (“[C]laim terms need only be construed ‘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 16
- Claim Construction › Intrinsic evidence (Phillips canons) › Lexicography (patentee as own lexicographer)Term construed petitioner constructionDecided for petitioner
“This definition requires that a “validation” determines that “a particular sample tests negative.” The initial definition sentence makes no mention of “cleared for release” as necessary for “validation.” Rather, the definition only refers to “cleared for release” in the more limited situation where a particular composite sample “tests negative all single-unit production lot samples,” and even then, the “cleared for release” is a separate step that occurs after the samples are “validated.”” slip op. at 21
Claim construction§ 103 obviousnessDiscretionary denialcites Phillips · KSRPatents in suitUS 7,534,584 - Intel Corporation v. Telefonaktiebolaget LM EricssonInstitution deniedPTAB · Dec 18, 2024 · IPR2024-01008 · APJ Patrick R Scanlon · IPR · Institution
The Board denied institution on all challenged claims because Petitioner did not show a reasonable likelihood of prevailing on any asserted obviousness ground.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsDenied
“We have authority to determine whether to institute an inter partes review. See 35 U.S.C. § 314 (2018); 37 C.F.R. § 42.4(a) (2023). To institute an inter partes review, we must determine that the information presented in the Petition shows “a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” 35 U.S.C. § 314(a). For the reasons set forth below, we determine that Petitioner has not demonstrated a reasonable likelihood that it would prevail with respect to at least one challenged claim. Accordingly, we do not institute an inter partes review of the challenged claims on the grounds set forth in the Petition.” slip op. at 2
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededNot reached
“Petitioner contends that the challenged claims do not need construction to demonstrate unpatentability. Pet. 14. Petitioner, however, notes that the parties in the ITC proceeding identified above dispute the meaning of several claim terms. Id. (citing Ex. 1026). Petitioner specifically notes that “the parties dispute what is required of independent claims 1, 5, and 16 to ‘determin[e] how many pixels’ to filter in each block.” Id. (citing Ex. 1026, 6–7). Petitioner argues that “ITC Respondent Lenovo mathematical basis (no relationship) with the pixel values of the pixels in said neighboring block’” (id. (citing Ex. 1026, 6–7)), but Patent Owner “contends that no construction is necessary,” “and the ‘plain meaning’ does not foreclose some ‘mathematical basis’ existing as long as separate decision values are calculated for each block” (id. (citing Ex. 1027, 14–19)). Petitioner indicates that Ground 1 adopts Patent Owner’s broader construction from the ITC proceeding and Ground 2 adopts Lenovo’s narrower construction. Id. at 14–15. Patent Owner argues that “none of the asserted grounds disclose or render obvious the Challenged Claims under the plain meaning of the claims (which is [Patent Owner’s] proposed construction) or under Lenovo’s narrower proposed construction.” Prelim. Resp. 29. On the present record, we do not discern a need to construe explicitly any claim language because doing so would have no effect on our analyses below of Petitioner’s asserted grounds and will not assist in resolving the present controversy between the parties. 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., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999)).” slip op. at 9
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation not foundNot shown unpatentable
“Furthermore, we are not persuaded that modifying Aksu in view of Gonzalez in the manner proposed by Petitioner overcomes this problem. As noted above, Petitioner asserts that, in the proposed combination, one of ordinary skill in the art “would have understood that the Laplacian’s output would be compared directly to a threshold based on β—just like Aksu’s difference calculations—to determine how many pixels to filter.” Pet. 60 (citing Ex. 1019, 13:15–19; Ex. 1003 ¶¶ 406–410). We disagree with this assertion, however, because it relies on erroneously equating the output of calculations (i.e., |r1-rj| and |r1-ri+1|). In other words, Aksu’s difference calculations, although used in setting dr, are not the same as dr; and we are not persuaded that one of ordinary skill in the art would have considered comparing Gonzalez’s Laplacian output to threshold β because Aksu discloses comparing its difference calculations to β. As noted above, we are not directed to any disclosure in Aksu of comparing dr to β. In addition, Dr. Schonfeld’s testimony on this point is not persuasive. Specifically, Dr. Schonfeld testifies that “dr can simply be defined as the output of the Laplacian (dr=|r3-2r2+r1|), and dr could be directly compared to a threshold based on β.” Ex. 1003 ¶ 408 (underline emphasis added). This testimony, however, is entitled to little weight because Dr. Schonfeld fails to provide a sufficient underlying basis for his opinion. See 37 C.F.R. § 42.65(a) (“Expert testimony that does not disclose the underlying facts or data on which the opinion is based is entitled to little or no weight.”); see also Nobel Biocare Services AG v. Instradent USA, Inc., 903 F.3d 1365, 1382 (Fed. Cir. 2018) (explaining that the Board can reject arguments based on expert testimony that lacks specificity or detail). Moreover, opining that output of the Laplacian, dr, could be directly compared to β does not establish sufficiently that one of ordinary skill in the art would have been motivated to do so. See Belden Inc. v. Berk-Tek 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.”).” slip op. at 26
- PTAB / AIA Trials › Discretionary denial › §325(d) same art / argumentsNot reached
“G. Discretion Under 35 U.S.C. § 325(d) Patent Owner argues that we should exercise our discretion to deny institution under § 325(d). Prelim. Resp. 64–66; Paper 8. Petitioner argues that discretionary denial is not appropriate in this case. Pet. 85–86; Paper 7. Because we are not persuaded the Petition demonstrates sufficiently a reasonable likelihood that Petitioner will prevail with respect to at least one challenged claim as discussed above, we need not reach Patent Owner’s arguments regarding discretionary denial under § 325(d).” slip op. at 29
Claim construction§ 103 obviousnessDiscretionary denialcites GrahamPatents in suitUS 9,641,841
Holdings, summaries, rulings, issues, outcomes, winners and claim constructions shown for a decision were generated by a large language model reading the opinion. They are a guide to the decision, not the decision. Confirm every one against the court's own text before relying on it. Outcomes read from the patent owner’s side. Party names are extracted from the decision and are missing on about 900 short Director denials and scans, which carry the trial number instead.