Ex Parte LI et alDownload PDFPatent Trial and Appeal BoardApr 23, 201814369697 (P.T.A.B. Apr. 23, 2018) Copy Citation UNITED STA TES p A TENT AND TRADEMARK OFFICE APPLICATION NO. FILING DATE FIRST NAMED INVENTOR 14/369,697 06/29/2014 Jun Bo Li 24737 7590 04/25/2018 PHILIPS INTELLECTUAL PROPERTY & STANDARDS 465 Columbus A venue Suite 340 Valhalla, NY 10595 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. 2011P02046WOUS01 5687 EXAMINER SHENG,XIN ART UNIT PAPER NUMBER 2611 NOTIFICATION DATE DELIVERY MODE 04/25/2018 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): patti. demichele@Philips.com marianne.fox@philips.com katelyn.mulroy@philips.com PTOL-90A (Rev. 04/07) UNITED STATES PATENT AND TRADEMARK OFFICE BEFORE THE PATENT TRIAL AND APPEAL BOARD Ex parte JUN BO LI, JING PING XU, YINAN CHEN, and YUNRONGZHANG Appeal2017-009592 Application 14/369,697 Technology Center 2600 Before MICHAEL J. STRAUSS, NABEEL U. KHAN, and AARON W. MOORE, Administrative Patent Judges. STRAUSS, Administrative Patent Judge. DECISION ON APPEAL Appeal2017-009592 Application 14/369,697 STATEMENT OF THE CASE Appellants appeal under 35 U.S.C. § 134(a) from a rejection of claims 1, 2, 4--8, 10-13, 15, and 16. Claims 3, 9, and 14 are canceled. We have jurisdiction under 35 U.S.C. § 6(b ). We reverse. THE INVENTION The claims are directed to needle visualization enhancement in ultrasound images. Spec., Title. Claim 1, reproduced below with dispositive limitations emphasized in italics, is illustrative of the claimed subject matter: 1. A method of needle visualization enhancement in ultrasound imaging, comprising acts of: performing by a processor a Radon transform (RT) on a sequence of frames to detect line features in the frames, a frame comprising ultrasound (US) radio-frequency (RF) data obtained during monitoring the insertion of a needle into a subject or an US image reconstructed from the RF data; removing by the processor line features which remain substantially stationary among the frames as false needles while locating a line feature which extends among the frames as the needle; overlaying by the processor the location of the line feature as the needle on an US image of a frame to produce an enhanced image to be displayed; and outputting an output signal by the processor for producing the enhanced image to be displayed, wherein said act of removing of line features which remain substantially stationary among the frames as false needles while locating a line feature which extends among the frames as the needle comprises acts of: for two consecutive frames of the sequence after the RT, determining the location difference of a detected line feature between the two consecutive frames, and accumulating the 2 Appeal2017-009592 Application 14/369,697 location differences of the line feature to obtain an accumulated location difference of the line feature; and removing a line feature as false needle if the accumulated location difference of the line feature is below a threshold, and locating a line feature as the needle if the accumulated location difference of the line feature is above the threshold. App. Br. 24 (Claims Appendix). REFERENCES The prior art relied upon by the Examiner in rejecting the claims on appeal is: Hammoud et al. US 2006/0204042 Al Sept. 14, 2006 Bovik et al. US 2010/0104148 Al Apr. 29, 2010 Pagoulatos et al. 2010/0121190 Al May 13, 2010 Peng et al. US 2012/0004533 Al Jan. 5, 2012 Kesner et al. WO 2011/137336 Al Nov. 3, 2011 Novotny et al., GPU Based Real-Time Instrument Tracking with Three Dimensional Ultrasound, MEDICAL IMAGE ANALYSIS 58-65 (2006) ("Novotny") Barva et al., Radial Radon transform dedicated to micro-object localization from radio frequency ultrasound signal, INTERNATIONAL ULTRASONICS, FERROELECTRICS, AND FREQUENCY CONTROL JOINT 50TH ANNIVERSARY CONFERENCE 1836-1839 (2004) ("Barva") REJECTIONS The Examiner made the following rejections: Claims 1, 2, 7, 8, 12, 13, and 16 stand rejected under 35 U.S.C. § 103(a) as being unpatentable over Novotny, Bovik, Peng, and Hammoud. Final Act. 10-21. 3 Appeal2017-009592 Application 14/369,697 Claims 4, 10, and 15 stand rejected under 35 U.S.C. § 103(a) as being unpatentable over Novotny, Bovik, Peng, Hammoud, and Kesner. Final Act. 21-23. Claim 5 stands rejected under 35 U.S.C. § 103(a) as being unpatentable over Novotny, Bovik, Peng, Hammoud, and Barva. Final Act. 23-24. Claims 6 and 11 stand rejected under 35 U.S.C. § 103(a) as being unpatentable over Novotny, Bovik, Peng, Hammoud, and Pagoulatos. Final Act. 24--26. APPELLANTS' CONTENTION 1 Appellants contend Hammoud' s running average fails to teach accumulating a location differences of line features that is used to remove a line feature if the accumulated location difference of the line feature is below a threshold as required by the claims. App. Br. 14--20. ANALYSIS We have reviewed the Examiner's rejections in light of Appellants' arguments that the Examiner has erred in rejecting independent claims 1, 2, 4--8, 10-13, 15, and 16 under 35 U.S.C. § 103(a). We agree with Appellants' conclusions as to this rejection of the claims. The Examiner finds Peng' s identification of invalid locations based on a geodesic distance calculated between multiple video frames of an image and pruning of candidate locations teaches or suggests determining the location differences of a detected line feature between two consecutive 1 We note Appellants raise additional contentions of error but we do not reach them as our resolution of this contention is dispositive of the appealed rejections under 35 U.S.C. § 103(a). 4 Appeal2017-009592 Application 14/369,697 frames and removing a line feature if the location difference of the line feature between frames is below a threshold. Final Act. 14--15. The Examiner further finds Hammoud's running average of the distance between lines includes accumulating the differences. 2 Final Act. 16-17. Thus, according to the Examiner, the combination of Peng and Hammoud teaches or suggests the disputed limitations including removing a line feature as a false needle if the accumulated location difference of the line feature is below a threshold. Final Act. 16-17. Appellants contend, inter alia, "comparing an average distance [as taught by Hammoud] ... to a threshold, does not disclose or suggest comparing accumulated distance to the threshold, even if averaging involves accumulation." App. Br. 16. We agree with Appellants. Hammoud discloses calculating a running average of distances. Although one skilled in the art may well have known that, in calculating an average value, an intermediate step includes accumulating or summing the individual distances, Hammoud fails to disclose using the result of that intermediate step, i.e., the accumulated location difference, as a value to be compared to a threshold. Instead, Hammoud discloses using an average value. As explained by Appellants, comparing an average value is different than comparing an accumulated value to a threshold. App. Br. 16-19. The Examiner fails to provide sufficient evidence or reasoning to persuade us the 2 The Examiner states "Peng is not cited to teach 'accumulating the location differences of the line feature to obtain an accumulated location difference of the line feature'. Bovik is cited instead to teach this limitation." Final Act. 4 (emphasis omitted). However, we are unable to identify any such application of Bovik and the finding is contrary to the Examiner's response to Appellants' argument indicating that Hammoud, not Bovik, is cited for teaching the disputed limitation. App. Br. 20-21; Ans. 11. 5 Appeal2017-009592 Application 14/369,697 two comparisons are equivalent or that Hammoud's average comparison teaches the claimed accumulated value comparison to a threshold. Because we agree with at least one of the arguments advanced by Appellants, we need not reach the merits of Appellants' other arguments. Therefore, for the reasons discussed supra, we do not sustain the rejection of independent claim 1 under 35 U.S.C. § 103(a) over Novotny, Bovik, Peng, and Hammoud and, for the same reason, we do not sustain the rejection of independent claims 7 and 12 which include substantially the same limitation, or the rejection of dependent claims 2, 8, 13, and 16. Furthermore, we do not sustain the rejections of claims 4---6, 10, 11, and 15 under 35 U.S.C. § 103(a) as the Examiner's applications of the Kesner, Barva, and Pagoulatos references fail to cure the deficiency in the base rejection addressed supra. DECISION We reverse the Examiner's decision to reject claims 1, 2, 4--8, 10-13, 15, and 16 under 35 U.S.C. § 103(a). REVERSED 6 Copy with citationCopy as parenthetical citation