Ex Parte POOLEDownload PDFPatent Trial and Appeal BoardAug 9, 201813398060 (P.T.A.B. Aug. 9, 2018) Copy Citation UNITED STA TES p A TENT AND TRADEMARK OFFICE APPLICATION NO. FILING DATE FIRST NAMED INVENTOR 13/398,060 02/16/2012 Gordon POOLE 11171 7590 08/13/2018 Patent Portfolio Builders, PLLC P.O. Box 7999 Fredericksburg, VA 22404 UNITED STATES DEPARTMENT OF COMMERCE United States Patent and Trademark Office Address: COMMISSIONER FOR PATENTS P.O. Box 1450 Alexandria, Virginia 22313-1450 www .uspto.gov ATTORNEY DOCKET NO. CONFIRMATION NO. 0336-031-2/100153 6740 EXAMINER SCHECHTER, ANDREW M ART UNIT PAPER NUMBER 2857 NOTIFICATION DATE DELIVERY MODE 08/13/2018 ELECTRONIC Please find below and/or attached an Office communication concerning this application or proceeding. The time period for reply, if any, is set in the attached communication. Notice of the Office communication was sent electronically on above-indicated "Notification Date" to the following e-mail address(es): Mailroom@ppblaw.com eofficeaction@appcoll.com PTOL-90A (Rev. 04/07) UNITED STATES PATENT AND TRADEMARK OFFICE BEFORE THE PATENT TRIAL AND APPEAL BOARD Ex parte GORDON POOLE Appeal2017-009895 Application 13/398,060 Technology Center 2800 Before CATHERINE Q. TIMM, A VEL YN M. ROSS, and MERRELL C. CASHION, JR., Administrative Patent Judges. CASHION, Administrative Patent Judge. DECISION ON APPEAL Appellant1 appeals under 35 U.S.C. § 134(a) from the Examiner's Final Rejection of claims 1-22. We have jurisdiction under 35 U.S.C. § 6(b). We affirm. 1 The real party in interest is identified as CGGVERITAS SERVICES SA. App. Br. 2. Appeal2017-009895 Application 13/398,060 STATEMENT OF THE CASE Claim 1 is illustrative of the subject matter on appeal and is reproduced below: 1. A method for denoising irregular seismic data recorded with seismic receivers (R), the method comprising: receiving the irregular seismic data recorded with the seismic receivers, wherein the irregular seismic data is recorded in a time-space domain; applying with a computing device a high resolution transform to the irregular seismic data in the time-space domain to obtain transformed seismic data in a different domain than the time-space domain, such that the method is amplitude preserving; determining regions of noise and regions of true signal in the transformed seismic data; scaling down the regions of noise; and reverse transforming the transformed seismic data to the time-space domain. REJECTIONS Appellant (App. Br. 1, 3) requests review of the following rejections from the Examiner's Final Action: I. Claims 1-22 rejected under 35 U.S.C. § 101 because the claimed invention is directed to non-statutory subject matter (i.e., an abstract idea) without significantly more. II. Claims 1-3 and 6-16 rejected under 35 U.S.C. § 103(a) as unpatentable over Wason (US 5,138,583, issued August 11, 1992) and Norris (US 5,920,828, issued July 6, 1999). 2 Appeal2017-009895 Application 13/398,060 III. Claims 4 and 5 rejected under pre-AIA 35 U.S.C. § 103(a) as unpatentable over Wason, Norris, and Imhof (US 2012/0090834 Al, published April 19, 2012). IV. Claims 17-20 rejected under pre-AIA 35 U.S.C. § I03(a) as unpatentable over Wason, Norris, and Oropeza (Vicente Oropeza and Mauricio Sacchi, Simultaneous seismic data denoising and reconstruction via multichannel singular spectrum analysis, GEOPHYSICS, Vol. 76, No. 3(May-June 2011) V25-V32). V. Claims 21-22 rejected under pre-AIA 35 U.S.C. § I03(a) as unpatentable over Wason, Norris, Oropeza, and Imhoff. ANALYSIS Rejection I (35 US.C. § 1 OJ (ineligible subject matter)) Appellant relies on the same line of arguments in addressing the rejection of independent claims 1, 11, 16 and 17 (App. Br. 10) and does not present separate arguments for their respective dependent claims (see generally id.). Accordingly, we select claim 1 as representative of the claimed subject matter for review on appeal for this rejection. Claims 2-22 stand or fall with claim 1. The Examiner finds that the subject matter of claim 1 is directed to a mathematical algorithm and a mental process because the claimed method receives a data set and performs an algorithm to convert it into a new data set. Ans. 4. According to the Examiner, the subject matter of claim 1 is analogous to organizing information through mathematical correlations (Digitech Image Tech., LLC v. Electronics for Imaging, Inc., 758 F.3d 1344 (Fed. Cir. 2014)), an algorithm for calculating parameters indicating an 3 Appeal2017-009895 Application 13/398,060 abnormal condition (In re Grams, 888 F.2d 835, 836-37 (Fed. Cir. 1989)), collecting and comparing known information ( Classen Immunotherapies Inc. v. Biogen IDEC, 659 F.3d 1057 (Fed. Cir. 2011)), and collecting information, analyzing it, and displaying certain results of the collection and analysis (Electric Power Group, LLC v. Alstom S.A., 830 F.3d 1350 (Fed. Cir. 2016)). Id. The Examiner also determines that claim 1 does not include additional elements that are sufficient to amount to significantly more than the judicial exception. Id. at 5-6. In Alice Corp. Pty. Ltd. v. CLS Bank Int'!, 134 S. Ct. 2347, 2355 (2014), the Supreme Court reiterated the following two-step analysis (previously set forth in Mayo Collaborative Services v. Prometheus Labs., Inc., 132 S.Ct. 1289, 1300 (2012)) for distinguishing patents that claim patent-ineligible laws of nature, natural phenomenon, and abstract ideas from those that claim patent-eligible applications of those concepts: First, we determine whether the claims at issue are directed to one of those patent-ineligible concepts. If so, we then ask, what else is there in the claims before us? ... We have described step two of this analysis as a search for an "inventive concept" -- i.e., an element or combination of elements that is sufficient to ensure that the patent in practice amounts to significantly more than a patent upon the ineligible concept itself. Alice, 134 S.Ct. at 2355. With respect to the first step under Alice, Appellant argues that independent claim 1 is not a patent ineligible abstract idea because the claim 4 Appeal2017-009895 Application 13/398,060 language does not include a mathematical formula made of unambiguous series of symbols and mathematical operations. App. Br. 9. Appellant further argues that the data described in claim 1 have a definite and specific significance being the result of an exploration of a subsurface structure using seismic excitations where the sampling of the seismic data is "irregular "and does not provide uniform coverage of the bins used in processing. Id. at 10. We are unpersuaded by these arguments. As the Examiner explains, a mathematical formula can be expressed in a manner other than using symbols and operations. Ans. 6-7. Moreover, throughout the Specification, Appellant describes using an algorithm that includes applying a high resolution transform to the seismic data. See Spec. ,r,r 11. 28, 23. Claim 1 at least requires the application of a high resolution transform to the irregular seismic data to transform it in a different domain. Given the noted portions of the Specification, the Examiner correctly interpreted the subject matter of claim 1 as a mathematical algorithm. With respect to the irregularity of the data sampling, the Examiner finds that the Specification discloses seismic data as often exhibiting irregularity. Ans. 6; Spec. 11. This is also acknowledged by Appellant in the Appeal Brief. Ans. 6; Spec. 11; App. Br. 19. Thus, the Examiner determines that the data being "irregular" does not identify a particular process or type of data being collected that would narrow the claim to be directed to a particular application of the abstract idea. Ans. 5. According to the Examiner, the irregularity of the data sampling can instead be viewed 5 Appeal2017-009895 Application 13/398,060 as an aspect of the algorithms used to analyze the data. Id. Therefore, Appellant has not shown error in the Examiner's determination that the subject matter of claim 1 is directed to patent ineligible subject matter. We now tum to the second step under Alice to consider if there is an inventive concept that is sufficient to ensure that the patent amounts to significantly more than a patent on the patent-ineligible concept. Alice, 134 S.Ct. at 2355 (citing Mayo, 132 S.Ct. at 1294). Appellant asserts, even if claim 1 is considered to be directed to an abstract idea, claim 1 is significantly more because it improves/solves a problem (noise removal for irregular seismic data) in a technological field (seismic exploration used in oil and gas industry), which is beneficial for obtaining an image to determine where to drill. App. Br. 11-12. Appellant directs us to Diamond v. Diehr, 450 U.S. 175) in support of this assertion. However, we are unpersuaded by these arguments because claim 1 does not require generating an image. While an application of a law of nature or abstract idea to a known structure or process may be deserving of patent-eligibility, Diamond v. Diehr, 450 U.S. 175, 187 (1981), the key question is whether the claims do significantly more than simply describe the law of nature or abstract idea. Mayo Collaborative Servs. v. Prometheus Labs., Inc., 132 S.Ct. 1289, 1297 (2012). Further, the use of the data to generate an image is acknowledged as conventional by Appellant. See Spec. ,r 4 and also Norris, col. 1, 11. 10-19. Thus, Appellant has not established reversible error in the Examiner's determination that the subject matter of representative claim 1 lacks 6 Appeal2017-009895 Application 13/398,060 additional elements that transforms the subject matter of the claim into a patent-eligible application under the second step of Alice. Ans. 3. We also note that, given that no Reply Brief was filed, Appellant does not contest the Examiner's finding that the subject matter of claim 1 is analogous to abstract ideas determined by a number of decisions listed above. Therefore, we find no error in the Examiner's conclusion based on these decisions. Accordingly, we affirm the Examiner's rejection of claims 1-22 under 35 U.S.C. § 101 for the reasons presented by the Examiner and given above. Prior Art Rejections under 35 US.C. § 103(a) Re} ection II and III For Rejections II and III, Appellant does not argue any claim separate from the other. App. Br. 14--15. Accordingly, we select claim 1 as representative of the claimed subject matter for review on appeal for these rejections. Therefore, claims 2-16 stand or fall with claim 1. After review of the respective positions provided by Appellant and the Examiner, we AFFIRM the Examiner's prior art rejections of claims 1-16 under 35 U.S.C. § 103(a) for the reasons presented by the Examiner. We add the following for emphasis. The Examiner finds Wason teaches a method for attenuating coherent and irregular (i.e., incoherent) noise in seismic signal data using a diversity Radon transform, where the process differs from the claimed invention in that Wason does not disclose recording with seismic receivers or the use of a 7 Appeal2017-009895 Application 13/398,060 computing device to accomplish the high resolution transform. Final Act. 7- 9. The Examiner relies on Norris for the missing features. Id. Appellant argues Wason's diversity Radon transform is not a high resolution transform that preserves amplitude. App. Br. 16. According to Appellant, the step of using a "diversity Radon transformation" described in Wason is not the equivalent of the claimed high resolution transform because it is not a high resolution transform as defined on paragraph 34 of the published Specification (hereinafter "Specification" or "Spec."). Id. at 16-1 7. Appellant also argues Wason indicates that incoherent noise is attenuated and therefore asserts that this is an indication that the overall amplitude is not preserved as claimed. Id. at 18. We are unpersuaded of reversible error by the Examiner. While Appellant cites to paragraph 34 of the Specification for a definition of a high resolution transform (id. at 16-17), the Examiner correctly notes that the cited portion only refers to examples of high-resolution transforms that can be used when an amplitude-preserving algorithm is desired (Ans. 11-12). Therefore, this portion of the Specification is insufficient to define what a high resolution transform is. However, the Specification also discloses that the focus of the invention is to enhance weak signals hidden under high amplitude noise. Spec. ,r 45. As recognized by the Examiner and Appellant, Wason's diversity Radon transform attenuates incoherent noise. Final Act. 8; App. Br. 18; see Wason col. 3, 11. 50-53. As explained by the Examiner, Wason also discloses that the diversity Radon transform preserves the signal while attenuating the incoherent noise. Ans. 13; Wason col. 3, 11. 50-53. Thus, Appellant has not adequately explained why one of ordinary skill in the art would not understand that Wason's diversity Radon transform 8 Appeal2017-009895 Application 13/398,060 preserves the signal amplitude. While Appellant contends that Wason's diversity Radon transform does not preserve the overall amplitude (App. Br. 18), the Specification does not disclose preserving an overall amplitude and the language of claim 1 does not require such a step. Therefore, Appellant has not adequately explained why Wason's diversity Radon transform is not a high-resolution transform. Appellant argues that the cited art does not apply a high resolution transform to irregular seismic data. App. Br. 18. According to Appellant, Wason and Norris are silent regarding the regularity or irregularity of the seismic data because at the time these references were filed, the recorded seismic data was by default regularized prior to any processing as disclosed in paragraph 10 of the Specification. Id. at 20. We are also unpersuaded by these arguments. As noted by the Examiner, the language of claim 1 is written using the transitional language "comprising" which does not exclude a data regularization step. Ans. 15. Moreover, the irregularity of sampling seismic data is also discussed by Norris. Norris col. 1, 11. 34--47. Appellant argues the applied references do not render obvious the step of determining the region of noise and the regions of signal followed by scaling down the regions of noise because, even if Wason's muting were equivalent to scaling down, it occurs concurrently with applying the data transformation and not based on the regions of noise determined in the transformed seismic data (i.e., on the transformation result) as claimed. App. Br. 21. We find this argument also unavailing. As explained by the Examiner, Wason's attenuation and muting (scaling down) of the noise also 9 Appeal2017-009895 Application 13/398,060 determines the regions of noise and true signal. Ans. 15-16. We find no language in the claim that excludes a concurrent determination/scaling down process with application of a transform. Thus, Appellant's arguments do not adequately address the Examiner's reasons. While Appellant appears to argue that Wason's attenuation is not the same as the claimed "scaling down," Appellant does not adequately explain why. Nor does Appellant points to any special definition for the phrase that would distinguish it from Wason's attenuation. Accordingly, we affirm the Examiner's prior art rejection of claims 1- 16 for the reasons presented by the Examiner and given above. Re} ections IV and V After review of the respective positions provided by Appellant and the Examiner, we REVERSE the Examiner's rejections of claims 17-222 under 35 U.S.C. § 103(a) for the reasons presented by Appellant. We add the following for emphasis. Independent claim 1 7 is directed to a method for denoising original recorded irregular seismic data by scaling down regions of true signal to generate a noise model, reverse transforming the noise model to the time- space domain at coordinates identical to those of the original seismic data, and subtracting the noise model from the original seismic data to obtain denoised seismic data. The premise of the Examiner's rejection of independent claim 17 is that one of ordinary skill in the art would modify Wason's noise attenuation method of transforming seismic data by attenuating the signal instead and 2 We limit our discussion to claim 17. 10 Appeal2017-009895 Application 13/398,060 subtract attenuated signal data from Wason's original data to achieve a noise free data set, according to the teachings of Oropeza. Final Act. 14--16. As argued by Appellant, claim 1 7 is directed to generating a noise model while Wason does not generate a noise model. App. Br. 22-23. Appellant contends Wason does not teach or suggest reverse transforming the noise model to the time-space domain, but rather reverse transforming the true data (from which the noise was removed) to the time-space domain. Id. at 23. We determine that Appellant has identified a reversible error in the Examiner's determination of obviousness for claim 17 and its dependent claims. The Examiner has provided no adequate technical reason for one skilled in the art to modify Wason's noise attenuation model into a noise model for denoising seismic data. The Examiner has not adequately explained how one of ordinary skill in the art would modify Wason's method to incorporate the subtraction model of Oropeza and still arrive at the claimed invention. Accordingly, we reverse the Examiner's prior art rejection of claims 17-22 for the reasons presented by Appellant and given above. DECISION The Examiner's rejection of claims 1-22 under 35 U.S.C. § 101 is affirmed. The Examiner's prior art rejections of claims 1-16 under 35 U.S.C. § 103 (a) is affirmed. 11 Appeal2017-009895 Application 13/398,060 The Examiner's prior art rejection of claims 17-22 under 35 U.S.C. § 103(a) is reversed. Because all claims have been affirmed under one ground of rejection, the decision of the Examiner to reject claims 1-22 is affirmed. No time period for taking any subsequent action in connection with this appeal may be extended under 37 C.F.R. § 1.136(a). See 37 C.F.R. § 1.136(a)(l )(iv). AFFIRMED 12 Copy with citationCopy as parenthetical citation