Ex Parte Stalenhoef et alDownload PDFPatent Trial and Appeal BoardJun 10, 201612606221 (P.T.A.B. Jun. 10, 2016) Copy Citation UNITED STA TES p A TENT AND TRADEMARK OFFICE APPLICATION NO. FILING DATE 12/606,221 10/27/2009 61947 7590 06/14/2016 Apple - Blank Rome c/o Blank Rome LLP 717 Texas Avenue, Suite 1400 HOUSTON, TX 77002 FIRST NAMED INVENTOR Thijs Stalenhoef 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. Pl0795US1 (l 19-0343US1) CONFIRMATION NO. 2357 EXAMINER MAHMOOD, REZWANUL ART UNIT PAPER NUMBER 2164 NOTIFICATION DATE DELIVERY MODE 06/14/2016 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): mbrininger@blankrome.com houstonpatents@blankrome.com PTOL-90A (Rev. 04/07) UNITED STATES PATENT AND TRADEMARK OFFICE BEFORE THE PATENT TRIAL AND APPEAL BOARD Ex parte THIJS ST ALENHOEF, JAN ERIK SOLEM, NIKOLAI NYHOLM, and GEOFF PARKER Appeal2015-001805 Application 12/606,221 Technology Center 2100 Before BRUCE R. WINSOR, BETH Z. SHAW, and JOHN R. KENNY, Administrative Patent Judges. SHAW, Administrative Patent Judge. DECISION ON APPEAL .6. .... ,1 .... ,....,-TTr'l.r-"\l\-1,....Al/'\.r'" , .. T"""1 •-, Appeuants' appeal unaer j) u.~.L. s U4~aJ rrom tne bxammer s final rejection of claims 27--48, which are the only claims currently pending in this application. Claims 1-26 have been canceled. We have jurisdiction under 35 U.S.C. § 6(b). We AFFIRM. INVENTION The invention is for "combining recognition of objects, backgrounds, scenes, and metadata in images with social graph data for automatically detecting events of interest." Spec. p. 1. 1 The real party in interest identified by Appellants is Apple, Inc. App. Br. 3. Appeal2015-001805 Application 12/606,221 Claim 27, which is illustrative, reads as follows, with disputed limitations italicized: 27. A non-transitory computer-readable storage medium, having instructions stored thereon to cause one or more computation units to: receive a first set of digital images associated with a first user, each image in the first set having associated time, location, and capture condition data; divide the first set of images into two or more image segments based, at least in part, on capture condition data that represents a change of scene or subject matter between one or more pairs of sequentially captured images in the first set of images; identify a relationship between the first user and a second user based, at least in part, on a social graph of the first user; correlate one of the image segments associated with the first user with an image segment associated with the second user based, at least in part, on the time and location data associated with one or more images in the image segment associated with the first user; and store information that represents an event and links the correlated image segments in a computer-readable storage medium. REJECTIONS AT ISSUE The Examiner rejected claims 27-32, 35-39, and 42--48 under 35 U.S.C. § 103 as being unpatentable over Gokturk (US 2006/0251338 Al; published Nov. 9, 2006) and Inoue (US 2010/0195929 Al; published Aug. 5, 2010). Final Act. 5-22. The Examiner rejected claims 33, 34, 40, and 41 under 35 U.S.C. § 103(a) as being unpatentable over Gokturk, Inoue, and Sridhar (US 2006/0248165 Al; published Nov. 2, 2006). Final Act. 23-29. 2 Appeal2015-001805 Application 12/606,221 ISSUE Appellants argue that the Examiner's rejections are in error. App. Br. 8-18; Reply Br. 3-10. The dispositive issue presented by these arguments 1s: Did the Examiner err in finding the combination of Gokturk and Inoue teaches or suggests the disputed limitations of receive a first set of digital images associated with a first user, each image in the first set having associated time, location, and capture condition data; divide the first set of images into two or more image segments based, at least in part, on capture condition data that represents a change of scene or subject matter between one or more pairs of sequentially captured images in the first set of images; ... [and] correlate one of the image segments associated with the first user with an image segment associated with the second user, as recited in claim 27? We have reviewed Appellants' arguments in the Briefs, the Examiner's rejection, and the Examiner's response to Appellants' arguments. We adopt as our own the findings and reasons set forth in the rejection from which this appeal is taken and in the Examiner's Answer in response to Appellants' Appeal Brief. See Ans. 3-12, Final Act. 2-29. We highlight and address specific arguments and findings for emphasis as follows. The Examiner maps the recited "divide the first set of images into two or more image segments based, at least in part, on capture condition data that represents a change of scene or subject matter between one or more pairs of sequentially captured images in the first set of images," to Gokturk's 3 Appeal2015-001805 Application 12/606,221 description of using time and location information obtained from EXIF (Exchangeable Image File Format (Spec. 1 )) data of images and the calculated difference of the information for images captured in succession to identify image segments or groups. Ans. 5 (citing Gokturk, i-fi-1 9 8 and 184 ). The Examiner finds that Gokturk "discloses categorizing or sorting images where images are clustered or grouped together based on common feature, which is dividing a first set of images into segments." Id. at 7 (citing Gokturk i162). The Examiner acknowledges that Gokturk "does not explicitly disclose grouping based on captured condition data," (Ans. 5), but the Examiner maps Inoue' s disclosure of grouping images based on automatic exposure, shutter speeds, and f-stop information to the recited "capture condition data." Id. Appellants argue that Gokturk does not teach dividing the first set of images into two or more image segments "based on a change of scene or subject matter between one or more pairs of sequentially captured images" as recited in claim 1. App. Br. 11. However, as the Examiner finds, Gokturk "discloses grouping using difference metrics and using difference vectors tied to metrics such as time, location, face etc. to determine if a succession of pictures taken seconds apart show the same person or subject," which the Examiner interprets as teaching dividing a set of images into two or more image segments, based on a change of scene or subject matter between one or more pairs of sequentially captured images. Ans. 4--7 (citing Gokturk i-fi-162, 94, 98) (emphasis added). We agree with the Examiner's finding that Gokturk' s disclosure of sorting or grouping a succession of pictures taken seconds apart, using difference metrics and vectors, teaches 4 Appeal2015-001805 Application 12/606,221 the claimed dividing of images "based on a change of scene or subject matter between one or more pairs of sequentially captured images." Appellants also argue that the cited portions of Gokturk are merely describing how to "identify common characteristics in all of the images in the set, not a change of scene or subject matter that indicates segment boundaries between sequentially captured images." App. Br. 11. We are not persuaded by this argument. We find this argument is not commensurate in scope with claim 27, which does not recite "segment boundaries." We decline to read "segment boundaries" into the claims. Appellants argue that the Examiner "essentially dissects the claim element into constituent parts and evaluates the parts in isolation." App. Br. 1 7. Appellants argue that the Examiner erred by "ignor[ ing] the specific requirement that the capture condition data represent a change of scene or subject matter between the images." Id. We are not persuaded by this argument. Appellants' arguments focus on Gokturk. Here, the Examiner relies on Inoue as teaching or suggesting the "captured condition data" element of the claim. See Ans. 8-9 (citing Inoue i-fi-1 207, 212-217). The Examiner rejects claim 27 over the combined teachings of Gokturk and Inoue, and what the combined teachings would have suggested to one of ordinary skill in the art. One cannot show nonobviousness by attacking references individually where the rejections are based on combinations of references. See In re Merck & Co., Inc., 800 F.2d 1091, 1097 (Fed. Cir. 1986). We agree with the Examiner's finding that the combination of Gokturk and Inoue teaches "divid[ing] the first set of images into two or more image segments based, at least in part on capture condition data that 5 Appeal2015-001805 Application 12/606,221 represents a change of scene or subject matter between one or more pairs of sequentially captured images in the first set of images." Ans. at 8-9 (citing Gokturk i-fi-194, 98, 184, 102-105, 222-226). For example, Gokturk explains that "[c]lustering may be performed based on characteristics of the image file and of the contents of the image." Gokturk i-f l 02 (emphasis added). Inoue describes grouping similar images based on automatic exposure, shutter speeds, f-stop, and information read from image EXIF information. Inoue, i-fi-1207, 212-217. Appellants' claims and Specification do not explicitly define "capture condition data that represents a change of scene or subject matter between one or more pairs of sequentially captured images in the first set of images," as recited in claim 27. We find no error in the Examiner's finding that Inoue teaches capture condition data when Inoue describes, for example, information read from EXIF data that is used to group similar images. Ans. 9 (citing Inoue i-fi-1212-217, 105, 153, 161---63, 243). This EXIF data is consistent with the Specification's description of "EXIF data" and indicators "of a rapid change of scene or subject matter in photos taken sequentially" such as shift in shutter speed. Spec. p. 7-8. Appellants argue that Gokturk does not teach "correlating two separate image segments based on time and location data." App. Br. 18; Reply Br. 8 ("[t]he discussion in paragraph 94 relates to grouping images, not correlating them."). The Examiner responds as follows. Gokturk in paragraphs 45 and 94 discloses collecting images from multiple users over a network and grouping the photographs using different metrics, which are used for recognition or classification. Ans. 10-11. Gokturk in paragraph 98 discloses metrics such as time, location, and face in images and how their 6 Appeal2015-001805 Application 12/606,221 difference vectors can aid recognition and correlation that images that a succession of captured images contain the same subject, which the Examiner finds teaches correlating based on time and location data associated with images. Id. at 11. Gokturk in paragraph 102 discloses sorting, categorizing, or selecting images from a larger set forming clusters to assign correlation information, which the Examiner finds teaches correlating one of an image segment. Id. Gokturk in claims 34-39 discloses generating a first recognition information in a first set of images provided by a first user and comparing the first recognition information with a second recognition information generated from a second set of images provided by a second user, and comparing the first and second information to identify a correlation, which the Examiner finds teaches correlating one of an image segment associated with a first user with an image segment associated with a second user. Id. Appellants do not address Gokturk's claims 34-392 and have not presented persuasive arguments or evidence demonstrating that the Examiner erred in finding that the above disclosures collectively teach or suggest correlating two separate image segments based, at least in part, on time and location data, as recited in claim 27. Reply Br. 7-10. For these reasons, we sustain the Examiner's rejection of claim 2 7. Because Appellants have not presented separate patentability arguments or have reiterated substantially the same arguments as those previously discussed for patentability above (see App. Br. 8-18), the 2 Appellants address paragraphs 34--39 of Gokturk (Reply Br. 9), but those paragraphs have a different disclosure than claims 34--39. 7 Appeal2015-001805 Application 12/606,221 remaining pending claims fall for the same reasons as claim 2 7. See 3 7 C.F.R. § 41.37(c)(l)(iv). DECISION The decision of the Examiner to reject claims 27--48 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)(l). See 37 C.F.R. § 1.136(a)(l )(iv). AFFIRMED 8 Copy with citationCopy as parenthetical citation