Disney Enterprises, Inc.Download PDFPatent Trials and Appeals BoardDec 4, 20202019004849 (P.T.A.B. Dec. 4, 2020) Copy Citation UNITED STATES PATENT AND TRADEMARK OFFICE 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 APPLICATION NO. FILING DATE FIRST NAMED INVENTOR ATTORNEY DOCKET NO. CONFIRMATION NO. 15/202,471 07/05/2016 Atousa Torabi 0260487 8296 63649 7590 12/04/2020 DISNEY ENTERPRISES, INC. C/O FARJAMI & FARJAMI LLP 26522 LA ALAMEDA AVENUE, SUITE 360 MISSION VIEJO, CA 92691 EXAMINER HASAN, SYED Y ART UNIT PAPER NUMBER 2484 NOTIFICATION DATE DELIVERY MODE 12/04/2020 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): docketing@farjami.com farjamidocketing@yahoo.com ffarjami@farjami.com PTOL-90A (Rev. 04/07) UNITED STATES PATENT AND TRADEMARK OFFICE ____________ BEFORE THE PATENT TRIAL AND APPEAL BOARD ____________ Ex parte ATOUSA TORABI and LEONID SIGAL ____________ Appeal 2019-004849 Application 15/202,471 Technology Center 2400 ____________ Before JOSEPH L. DIXON, MAHSHID D. SAADAT, and DONNA M. PRAISS, Administrative Patent Judges. SAADAT, Administrative Patent Judge. DECISION ON APPEAL Pursuant to 35 U.S.C. § 134(a), Appellant1 appeals from the Examiner’s decision to reject claims 1–20, which are all the claims pending in this application. We have jurisdiction under 35 U.S.C. § 6(b). We REVERSE. 1 We use the word “Appellant” to refer to “applicant” as defined in 37 C.F.R. § 1.42(a). Appellant identifies the real party in interest as Disney Enterprises, Inc., a wholly owned subsidiary of The Walt Disney Company. Appeal Br. 2. Appeal 2019-004849 Application 15/202,471 2 STATEMENT OF THE CASE Introduction Appellant’s disclosure is directed to methods of annotating video frames by “determining actions depicted in media contents based on attention weights of media content frames.” See Spec. 2:2–5. Claim 1 is illustrative of the invention and reads as follows: 1. A system comprising: a label database including a plurality of labels; a non-transitory memory storing an executable code; and a hardware processor executing the executable code to: receive a media content including a plurality of segments, each segment of the plurality of segments including a plurality of frames; extract segment data from a segment of the plurality of segments; extract frame data from each frame of the plurality of frames of the segment; determine an object attention weight, a scene attention weight, and an action attention weight for each frame of the plurality of frames of the segment based on the segment data extracted from the segment and the frame data extracted from each frame of the plurality of frames of the segment; determine that the segment depicts a label of the plurality of labels in the label database based on the segment data, the frame data, the object attention weight, the scene attention weight, and the action attention weight of each frame of the plurality of frames of the segment; tag the segment with the label; receive a user input from a user device; and Appeal 2019-004849 Application 15/202,471 3 perform an act on the media content based on the user input and the label. Appeal Br. 15 (Claims Appendix). The Examiner’s Rejections Claims 1–8 and 11–18 stand rejected under 35 U.S.C. § 102(a)(1) as being anticipated by Jain (US 2017/0262996 Al; pub. Sept. 14, 2017)2. Final Act. 8–11. Claims 9 and 19 stand rejected under 35 U.S.C. § 103 as being unpatentable over Jain and Toderice (US 2012/0123978 Al; pub. May 17, 2012). Final Act. 12. Claims 10 and 20 stand rejected under 35 U.S.C. § 103 as being unpatentable over Jain and Melton (US 2003/0133022 Al; pub. July 17, 2003). Final Act. 13. ANALYSIS With respect to claim 1, Appellant contends the Examiner erred in finding Jain anticipates the claimed subject matter because Jain is not a prior art to Appellant’s application. Appeal Br. 7. According to Appellant, The filing date of Jain is August 29, 2016, which is after the filing date of the present application, July 5, 2016. Appellant respectfully notes that Jain claims priority to provisional application serial number 62/307,359, filed March 11, 2016 (the “Jain Provisional.”) But a review of the Jain Provisional reveals that paragraphs [0058] and [0076] of Jain do not appear in the Jain Provisional. For example, there is no mention of “[e]ach attention feature map of each frame indicates one or more potential actions, moving objects, and/or events” in the Jain Provisional. (See paragraph [0076] of Jain.) Also, FIG. 5A of 2 Jain claims priority to the Provisional application No. 62/307,359, filed on Mar. 11, 2016 (Jain Provisional). Appeal 2019-004849 Application 15/202,471 4 the Jain Provisional is different than FIG. 5A of Jain. In addition, the Jain Provisional does not include paragraph [0058] of Jain, which describes its FIG. 5A and is relied upon by the Office Action. Appeal Br. 7–8. Appellant argues that Jain Provisional cannot be used as prior art because Jain’s paragraphs 58 and 76 do not appear in Jain Provisional. Appeal Br. 8. Additionally, Appellant argues that the Examiner has erroneously concluded that the missing disclosure related to the recited “for each frame of a segment, an object attention weight, a scene attention weight, and an action attention weight are determined based on segment data extracted from the segment and the frame data extracted from the frame” are “implied” in Jain Provisional based on Jain’s disclosure. Appeal Br. 11. In response, the Examiner reiterates Jain’s disclosure in paragraphs 58 and 76 to show that Jain discloses “attention weights for object, scene and action for each frame from the segment.” See Ans. 13–15. With respect to whether Jain Provisional includes any disclosure that corresponds to Jain’s disclosure in paragraphs 58 and 76, the Examiner asserts that the paragraph numbering in Jain and Jain Provisional are different because they are different documents. Ans. 18. To explain the teachings in Jain Provisional, the Examiner compares Figure 5A and paragraphs 57, 60, 83, and 85 of Jain with Figure 5A and paragraphs 49, 52, 82, 83, and 87 of Jain Provisional. Ans. 19–22. Based on the Examiner’s mapping of the disputed claim limitation to Jain’s disclosure and a review of Jain, we observe that Jain’s paragraph 76 is the most relevant part of the reference as shown below: In contrast to conventional systems, aspects of the present disclosure are directed to an attention recurrent neural network Appeal 2019-004849 Application 15/202,471 5 (RNN) that generates attention feature maps for each frame of a frame sequence. Each attention feature map of each frame indicates one or more potential actions, moving objects, and/or events. The potential actions, moving objects, and/or events may be referred to as an action proposal. In one configuration, the attention recurrent neural network is trained on action class labels provided for an input frame sequence. That is, the attention recurrent neural network is trained to classify frames based on an identified action. Furthermore, in one configuration, the bounding boxes are generated from an attention map that captures the action. Although described generally with respect to recurrent neural networks, the present disclosure can employ a particular type of recurrent neural network, such as a[] long short-term memory (LSTM) network. Jain ¶ 76 (emphases added). Therefore, Jain explains that an attention recurrent neural network (RNN) generates attention feature maps for each frame that “indicates one or more potential actions, moving objects, and/or events,” which “may be referred to as an action proposal.” Jain ¶ 76. However, the Examiner has not sufficiently established that the above- mentioned teaching is supported by the disclosure in Jain Provisional. Similar discussion of RNN appears in Jain Provisional’s paragraph 78, which reads as follows: In contrast to conventional systems, aspects of the present disclosure are directed to generating action proposals, such as bounding-boxes, from an attention recurrent neural network (RNN) that is trained on action class labels provided for an input frame sequence. That is, the attention RNN is not trained to generate action proposals (e.g., draw boxes around specific action.) Rather, the attention RNN is trained to classify frames based on identified action and the bounding-boxes are generated from an attention map that captures the action. Although Appeal 2019-004849 Application 15/202,471 6 described generally with respect to RNNs, the present disclosure can employ a particular type of RNN, such as an LSTM network. Jain Provisional ¶ 78 (emphasis added). Comparing the emphasized portions of these two paragraphs in Jain with similar description in Jain Provisional shows the missing disclosure in Jain Provisional (i.e., absence of any reference to “[e]ach attention feature map of each frame indicates one or more potential actions, moving objects, and/or events”). A claim for priority under 35 U.S.C. § 119(e), requires the patent application claiming priority be “disclosed in the manner provided by section 112(a) (other than the requirement to disclose the best mode) in [the] provisional application” to which priority is claimed. “[F]iling a provisional application in the USPTO that meets the statutory requirements, in effect, provides a self-authenticating[] instrument establishing a date of disclosure for the subject matter contained within the” provisional application. Ex parte Yamaguchi, 88 USPQ2d 1606, 1611 (BPAI 2008) (precedential). Thus, “[l]ike a regular utility application, the provisional application is considered prior art for all that it teaches.” Id. at 1612. That is, the filing date of the provisional application can only be relied on if, given hypothetical claims encompassing the pertinent subject matter, the provisional application meets the requirements of 35 U.S.C. §112(a) for the pertinent subject matter. Cf. In re Wertheim, 646 F.2d 527, 537 (CCPA 1981) (“if a patent could not theoretically have issued the day the application was filed, it is not entitled to be used against another as ‘secret prior art’”); see also Dynamic Drinkware, LLC v. Nat’l Graphics, Inc., 800 F.3d 1375, 1381 (Fed. Cir. 2015) (“A reference patent is only entitled to claim the benefit of the filing date of its provisional application if the disclosure of the Appeal 2019-004849 Application 15/202,471 7 provisional application provides support for the claims in the reference patent.”). Here, for Jain to be considered as having been effectively filed on the date Jain Provisional was filed—for purposes of teaching or suggesting the disputed recitations of claim 1—Jain Provisional must describe (providing written description and enablement support for) the subject matter of the disputed recitations. MPEP § 2151 (9th Ed., Rev. 10.2019, June 2020) (“a U.S. patent document is effective as prior art as of the filing date of the earliest application to which benefit or priority is claimed and which describes the subject matter relied upon, regardless of whether the earliest such application is a U.S. provisional or nonprovisional application”). Therefore, we agree with Appellant that the Examiner’s rejection of claim 1 is in error, because Jain was filed after the present application and, although Jain claims priority to Jain Provisional, no mapping of the highlighted portions of Jain’s paragraph 76, or paragraph 58, to the disclosure of its underlying provisional application appears in the Office Action. In other words, the Examiner’s findings fail to show that the subject matter of Jain pertinent to the disputed recitations has written description and enablement support in Jain Provisional. As such, Jain Provisional does not provide § 112 written description support for paragraph 76 of the Jain reference. Additionally, the Examiner’s determination that Jain is effectively filed as of the filing date of an earlier provisional application because the missing disclosure is “implied,” is based on speculation and insufficient to establish that Jain “is entitled” to claim priority to that provisional application. Thus, the Examiner has not shown that Jain is properly considered prior art to the instant application. Accordingly, we are Appeal 2019-004849 Application 15/202,471 8 persuaded the Examiner reversibly erred in rejecting claim 1, independent claim 11, which recites similar limitations, and claims 2–8 and 12–18 dependent therefrom, which are similarly rejected as anticipated by Jain. Conclusion For the above reasons, we do not sustain the rejection of claims 1–8 and 11–18 under 35 U.S.C. § 102(a)(1) as being anticipated by Jain. We also do not sustain the 35 U.S.C. § 103 rejections of claims 9, 10, 19, and 20 as being unpatentable over Jain in view of Toderice and Melton because the Examiner has not identified any teachings in the other applied prior art references to cure the above-identified deficiency of Jain. DECISION SUMMARY In summary: Claims Rejected 35 U.S.C. § Reference(s)/Basis Affirmed Reversed 1–8, 11–18 102 Jain 1–8, 11–18 9, 19 103 Jain, Toderice 9, 19 10, 20 103 Jain, Melton 10, 20 Overall Outcome 1–20 REVERSED Copy with citationCopy as parenthetical citation