Ex Parte Seo et alDownload PDFPatent Trial and Appeal BoardJun 29, 201814546303 (P.T.A.B. Jun. 29, 2018) Copy Citation UNITED STA TES p A TENT AND TRADEMARK OFFICE APPLICATION NO. FILING DATE FIRST NAMED INVENTOR 14/546,303 11/18/2014 79659 7590 07/03/2018 Weaver Austin Villeneuve & Sampson LLP - QUAL Attn: QUAL P.O. Box 70250 Oakland, CA 94612-0250 Hae-Jong Seo 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. QUALP247US/l 41293 1488 EXAMINER CERULLO, LILIANA P ART UNIT PAPER NUMBER 2621 NOTIFICATION DATE DELIVERY MODE 07 /03/2018 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): USPTO@wavsip.com ocpat_uspto@qualcomm.com PTOL-90A (Rev. 04/07) UNITED STATES PATENT AND TRADEMARK OFFICE BEFORE THE PATENT TRIAL AND APPEAL BOARD Ex parte HAE-JONG SEO, JOHN MICHAEL WYRWAS, JACEK MAITAN, EVGENI PETROVICH GOUSEV, BABAK ARYAN, and XIQUAN CUI Appeal2018-001429 Application 14/546,303 1 Technology Center 2600 Before ST. JOHN COURTENAY III, LARRY J. HUME, and JOYCE CRAIG, Administrative Patent Judges. HUME, Administrative Patent Judge. DECISION ON APPEAL This is a decision on appeal under 35 U.S.C. § 134(a) of the final rejection of claims 1-19 and 21-292. We have jurisdiction under 35 U.S.C. § 6(b ). We AFFIRM. 1 According to Appellants, the real party in interest is QUALCOMM, Inc. App. Br. 3. 2 Claim 20 is cancelled. Claim 22 is objected to. Appeal2018-001429 Application 14/546,303 STATEMENT OF THE CASE3 The Invention Appellants' disclosed embodiments and claimed invention relate to "input systems capable of recognizing surface and air gestures and fingertips." Spec. ,-i 2. Exemplary Claim Claims 1 and 19, reproduced below, are representative of the subject matter on appeal (emphasis added to contested limitations): 1. An apparatus comprising: an interface for a user of an electronic device having a front surface including a detection area; a plurality of detectors configured to detect interaction of an object with the device at or above the detection area and output signals indicating the interaction, wherein an image can be generated from the signals; and a processor configured to: obtain image data from the signals, wherein the image data includes implicit distance information and does not include explicit distance information; apply a linear regression model to the image data including to apply a learned weight matrix to the image data to obtain a first reconstructed depth map, wherein the first reconstructed depth map has a higher resolution than the image; and 3 Our decision relies upon Appellants' Appeal Brief ("App. Br.," filed July 19, 2017); Examiner's Answer ("Ans.," mailed Aug. 30, 2017); Reply Brief ("Reply Br." mailed Oct. 24, 2017); Final Office Action ("Final Act.," mailed March 6, 2017); and the original Specification ("Spec.," filed Nov. 18, 2014). 2 Appeal2018-001429 Application 14/546,303 apply a trained non-linear regression model to the first reconstructed depth map to obtain a second reconstructed depth map. 19. A method comprising: obtaining image data from a plurality of detectors arranged along a periphery of a detection area of a device, the image data indicating an interaction of an object with the device at or above the detection area, wherein the image data includes implicit distance information and does not include explicit distance information; obtaining a first reconstructed depth map from the image data wherein obtaining the first reconstructed depth map includes applying a learned weight matrix to vectorized image data, wherein the first reconstructed depth map has a higher resolution than the image; and obtaining a second reconstructed depth map from the first reconstructed depth map. Prior Art The Examiner relies upon the following prior art as evidence in rejecting the claims on appeal: Harman et al. ("Harman") US 2002/0048395 Al Apr. 25, 2002 Yuan et al. ("Yuan") US 2009/0245696 Al Oct. 1, 2009 Tan US 2010/0141651 Al June 10, 2010 Powell et al. ("Powell") US 2011/0043490 Al Feb.24,2011 Katz et al. ("Katz") US 2012/0056982 Al Mar. 8, 2012 Ciurea et al. ("Ciurea") US 8,619,082 Bl Dec. 31, 2013 3 Appeal2018-001429 Application 14/546,303 Rejections on Appeal Rl. Claims 19, 21, 26, 27 stand rejected under 35 U.S.C. § 103(a) as obvious over the combination of Yuan, Harman and Tan. Final Act. 2. R2. Claims 23-25 stand rejected under 35 U.S.C. § 103(a) as obvious over the combination of Yuan, Harman, Tan and Ciurea. Final Act. 5. R3. Claims 28 and 29 stand rejected under 35 U.S.C. § 103(a) as obvious over the combination of Yuan, Harman, Tan and Katz. Final Act. 7. R4. Claims 1, 2, 4-8, 11, 12, and 15-17 stand rejected under 35 U.S.C. § 103(a) as obvious over the combination of Yuan, Harman and Ciurea. Final Act. 8. R5. Claims 3 and 18 stand rejected under 35 U.S.C. § 103(a) as obvious over the combination of Yuan, Harman, Ciurea and Powell. Final Act. 14. R6. Claims 9 and 10 stand rejected under 35 U.S.C. § 103(a) as obvious over the combination Yuan, Harman, Ciurea and Tan. Final Act. 15. R7. Claims 13 and 14 stand rejected under 35 U.S.C. § 103(a) as obvious over the combination of Yuan, Harman, Ciurea and Katz. Final Act. 16. CLAIM GROUPING Based on Appellants' arguments (App. Br. 13-16), we decide the appeal of Rejection Rl of claims 19, 21, 26, and 27 on the basis of representative claim 19. We decide the appeal of Rejection R4 of claims 1, 4 Appeal2018-001429 Application 14/546,303 2, 4-8, 11, 12, and 15-17 on the basis of representative claim 1. We address remaining claims in Rejections R2, R3, and R5-R7, not argued separately, infra. ISSUE Appellants argue (App. Br. 5-8) the Examiner's Rejection Rl of claims 19, 21, 26, and 27 under 35 U.S.C. § 103(a) as being obvious over the combination of Yuan, Harman and Tan is in error. These contentions present us with the following issues: Did the Examiner err in finding that a skilled artisan would have been motivated to combine the cited prior art in the manner suggested such that there would be a reasonable expectation of success in arriving at the claimed invention, and did the Examiner err in combining the references because, allegedly, the combination would be unsatisfactory for its intended purpose? ANALYSIS In reaching this decision, we consider all evidence presented and all arguments actually made by Appellants. We do not consider arguments which Appellants could have made but chose not to make in the Briefs so that we deem any such arguments as waived. 37 C.F.R. § 41.37(c)(l)(iv). We disagree with Appellants' arguments with respect to claim 19, and we incorporate herein and adopt as our own: ( 1) the findings and reasons set forth by the Examiner in the action from which this appeal is taken, and (2) the reasons and rebuttals set forth in the Examiner's Answer in response to Appellants' arguments. We incorporate such findings, reasons, and rebuttals herein by reference unless otherwise noted. However, we highlight 5 Appeal2018-001429 Application 14/546,303 and address specific findings and arguments regarding claim 19 for emphasis as follows. Appellants contend "Here, the proposed modification with Harman's algorithms would render the prior art unsatisfactory for its intended purpose and/or would impermissibly change the principle operation of Yuan." App. Br. 12. Appellants argue "Because the depth maps produced by Harman's algorithms from Yuan's low resolution images do not have a higher resolution, then Harman's algorithms would frustrate the intended purpose of Yuan that seeks to achieve higher resolution images with a wider field of view and sharper details." App. Br. 13. Appellants further argue the Final Office Action does not provide a reason to combine Herman with Yuan. App. Br. 15-16. We are not persuaded by Appellants' arguments. The Examiner finds Yuan does not disclose applying a learned weight matrix, however, Harman does. Final Act. 2-4, Ans. 19. The Examiner applies Harman's algorithm to Yuan's Fig. 8 to estimate the "reconstructed depth map." Id. The Examiner specifically finds: Harman discloses applying a learned weight matrix to the image data (Harman's par. 85-87, 104-109 locally weighted liner regression using weights for pixels). Therefore, it would have been obvious to one of ordinary skill in the art at the time of filing, to use Harman's teachings in Yuan's invention in order to obtain the benefit of a full depth map for a 20 image using generic configurations of Machine Leaming algorithms (Harman's par. 86-87). Final Act. 3. We find the Examiner has articulated a reason to combine the references and has provided a reasonable basis for an expectation of success 6 Appeal2018-001429 Application 14/546,303 in applying Harman's learned weight matrix to Yuan's image reconstructed depth map. Id. We note that a reason to combine need not be supported by a finding that the proposed combination is the preferred, or most desirable, combination over other alternatives. In re Fulton, 391 F.3d 1195, 1200 (Fed.Cir.2004). Regarding Appellants' arguments that the combination would be unsatisfactory for its intended purpose, we note that even "[w]here the prior art contains 'apparently conflicting' teachings (i.e., where some references teach the combination and others teach away from it) each reference must be considered 'for its power to suggest solutions to an artisan of ordinary skm."' Medichem S.A. v. Rolabo S.L., 437 F.3d 1157, 1165 (Fed. Cir. 2006) (quoting In re Young, 927 F2d 588, 591 (Fed. Cir. 1991)). Moreover, the "expectation of success [in combining references to meet the limitations of the claimed invention] need only be reasonable, not absolute." Pfizer, Inc. v. Apotex, Inc., 480 F.3d 1348, 1364 (Fed. Cir. 2007). While Appellants present attorney arguments, Appellants have not pointed to any teachings in the cited art that would render Yuan inoperable for the intended purposes nor that "criticize, discredit, or otherwise discourage the solution claimed." In re Fulton, 391 F.3d 1195, 1201 (Fed. Cir. 2004). Furthermore, we do not find Appellants' lack of combinability argument persuasive because "[i]t is well-established that a determination of obviousness based on teachings from multiple references does not require an actual, physical substitution of elements." In re Mouttet, 686 F .3d 1322, 1332 (Fed.Cir.2012) (citing In re Etter, 756 F.2d 852, 859 (Fed.Cir.1985) (en bane) (noting that the criterion for obviousness is not whether the references can be combined physically, but whether the claimed invention is 7 Appeal2018-001429 Application 14/546,303 rendered obvious by the teachings of the prior art as a whole)). See also In re Keller, 642 F.2d 413, 425 (CCPA 1981) ("The test for obviousness is not whether the features of a secondmy reference may be bodily incorporated into the structure of the primary reference .... Rather, the test is what the combined teachings of [those] references would have suggested to those of ordinary skill in the art."); Jn re Nievelt, 482 F.2d 965, 968 (CCPA 1973) ("Combining the teachings of references does not involve an ability to combine their specific structures."). Accordingly, we find the Examiner's articulated motivation to be reasonable and sufficient in combining the teachings of the references to conclude the Appellants' claim 19 to be rendered obvious over the cited prior art. One with ordinary skill in the art is not compelled to follow blindly the teaching of one prior art reference over the other without the exercise of independent judgment. Lear Siegler, Inc. v. Aeroquip Corp., 733 F .2d 881, 889 (Fed.Cir.1984); see also KSR, 550 U.S. at 420-21 (A person with ordinary skill in the art is "a person of ordinary creativity, not an automaton," and "in many cases ... will be able to fit the teachings of multiple patents together like pieces of a puzzle."). Therefore, based upon the findings above, on this record, we are not persuaded of error in the Examiner's reliance on the combined teachings and suggestions of the cited prior art combination to teach or suggest the limitations of claim 19, nor do we find error in the Examiner's resulting legal conclusion of obviousness. Therefore, we sustain the Examiner's obviousness rejection of independent claim 19, and grouped claims 21, 26, and 27, which fall therewith. See Claim Grouping, supra. 8 Appeal2018-001429 Application 14/546,303 We also sustain the Examiner's obviousness rejection R4 of representative claim 1, and grouped claims 2, 4-8, 11, 12, and 15-17 for the same reasons as those explained regarding the rejection of claim 19, as Appellants merely repeat their arguments for claim 19. App. Br. 17-18. In view of the lack of any substantive arguments directed to obviousness Rejections R2, R3 and R5-R7 of the remaining claims under§ 103(a) (see App. Br. 16-17 and 19-20), we sustain the Examiner's rejections of these claims. Arguments not made are waived. CONCLUSION The Examiner did not err with respect to obviousness Rejections Rl through R4 of claims 1-19, 21, and 23-29 under 35 U.S.C. § 103(a) over the cited prior art combinations of record, and we sustain the rejections. DECISION We affirm the Examiner's decision rejecting claims 1-19, 21, and 23-29. No time period for taking any subsequent action in connection with this appeal may be extended under 37 C.F.R. § l.136(a)(l)(iv). See 37 C.F.R. § 41.50(±). AFFIRMED 9 Copy with citationCopy as parenthetical citation