Ex Parte Cheng et alDownload PDFPatent Trial and Appeal BoardAug 11, 201612489667 (P.T.A.B. Aug. 11, 2016) Copy Citation UNITED STA TES p A TENT AND TRADEMARK OFFICE APPLICATION NO. FILING DATE 12/489,667 0612312009 14824 7590 08/15/2016 Moser Taboada/ SRI International 1030 Broad Street Suite 203 Shrewsbury, NJ 07702 FIRST NAMED INVENTOR Hui Cheng 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. SRI15547 2053 EXAMINER PULLIAM, CHRISTY ANN R ART UNIT PAPER NUMBER 2164 NOTIFICATION DATE DELIVERY MODE 08/15/2016 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): docketing@mtiplaw.com llinardakis@mtiplaw.com PTOL-90A (Rev. 04/07) UNITED STATES PATENT AND TRADEMARK OFFICE BEFORE THE PATENT TRIAL AND APPEAL BOARD Ex parte HUI CHENG, CHANGJIANG YAN, HARPREET SINGH SA WHNEY, and FENG HAN Appeal2015-002084 Application 12/489,667 Technology Center 2100 Before JOSEPH L. DIXON, JAMES R. HUGHES, and ERIC S. FRAHM, Administrative Patent Judges. FRAHM, Administrative Patent Judge. DECISION ON APPEAL Appeal2015-002084 Application 12/489,667 STATEMENT OF THE CASE Appellants appeal under 35 U.S.C. § 134 from a rejection of claims 1- 25. We have jurisdiction under 35 U.S.C. § 6(b). We reverse. The invention relates to "providing a computational framework for automated detection and recognition of events in video images" (Spec. i-f 3). Claim 1, reproduced below, is illustrative of the claimed subject matter: 1. A computer-implemented method for creating a histogram of oriented occurrences (H02), the method being executed by at least one processor, comprising the steps of: (a) detecting and tracking movement of a plurality of entities in at least two or more images over space and time; (b) designating one of the plurality of entities as a reference entity; ( c) defining a local 2-dimensional ground plane coordinate system centered on and oriented with respect to the reference entity; ( d) partitioning the 2-dimensional ground plane into a plurality of non-overlapping bins, the bins forming a histogram, a bin tracking a number of occurrences of an entity class; and ( e) determining one or more interactions over space and time between the tracked plurality of entities based on the partitioning of the ground plane with the reference entity as the frame of reference. 2 Appeal2015-002084 Application 12/489,667 REFERENCES The prior art relied upon by the Examiner in rejecting the claims on appeal is: Stupp et al. Obrador et al. Yap et al. Zhu et al. US 2007/0179363 Al US 2008/0025647 Al US 2008/0044170 Al US 2008/0069400 Al REJECTIONS The Examiner made the following rejections: Aug.2,2007 Jan. 31, 2008 Feb.21,2008 Mar. 20, 2008 Claims 1-5, 7, 15-17, 19, 24, and 25 stand rejected under 35 U.S.C § 103(a) as being unpatentable over Obrador and Yap. Claims 6, 8-11, 18, and 20-22 stand rejected under 35 U.S.C § 103(a) as being unpatentable over Obrador, Yap, and Zhu. Claims 12-14 and 23 stand rejected under 35 U.S.C § 103(a) as being unpatentable over Obrador, Yap, Zhu, and Stupp. ANALYSIS The Examiner finds the combination of Obrador and Yap discloses all the limitations of claim 1, including that Obrador discloses "(b) designating one of the plurality of entities as a reference entity; ( c) defining a local 2- dimensional ground plane coordinate system centered on and oriented with respect to the reference entity" (Final Act. 1 4 ). Appellants contend: [T]here is no distinct step outlined in any portion of Obrador which ever designates a specific pixel as a "reference" pixel; let alone designating an entity as a reference entity. Even more fundamentally, labeling pixels by their color cannot be deemed equivalent to performing the geometrical step of designating a 1 The Final Action dated December 3, 2013. 3 Appeal2015-002084 Application 12/489,667 reference entity for purposes of defining a 2-D ground plane coordinate system, as anyone of ordinary skill in the art would recogmze. (App. Br. 12). We agree with Appellants. Obrador describes associating a lexical color name with each of the pixels in an image, and generating numerical data indicative of the extent of each color in the image (Obrador i-f 29). In one embodiment, the processing circuitry 14 may generate a representation, such as a vector or histogram, including a plurality of categories or bins and numerical data associated therewith and corresponding to the lexical words associated with the image. The numerical data may indicate the extent of the respective characteristics present in respective images (e.g., indicate numbers of image forming elements of a given image having characteristics of the associated lexical color names, such as colors) in one implementation. (Obrador i-f 29). In other words, Obrador creates a histogram indicating the number of pixels of each color in an image. The Examiner finds: Obrador teaches the formation of a histogram in paragraph [0029], which is drawn on two-dimensional ground plane (that is 2-D coordinate arrangement x-y, and a histogram is also drawn designating a reference entity such as the reference coordinate (0, 0), corresponding to x-y coordinates), Obrador, therefore, teaches defining a local 2-D ground plane coordinate system centered on and oriented with respect to the reference entity. (Ans. 4). Even if we were to agree with the Examiner's broad interpretation that Obrador' s pixels meet the claim 1 limitation of "a plurality of entities" (Final Act. 3), we disagree with the Examiner's finding quoted above because the Examiner has not shown Obrador describes designating one of the pixels as a reference entity and defining a two-dimensional ground plane 4 Appeal2015-002084 Application 12/489,667 coordinate system centered on the designated pixel. Rather, the Examiner merely points out that a histogram can be represented in a two-dimensional coordinate system with an origin at the coordinates (0, 0) (see Ans. 4). Obrador does not disclose processing an image such that a pixel in the image is designated as the origin of a coordinate system, where the coordinate system is centered on the pixel. Obrador' s histogram merely represents data about the pixels, and it is not a two-dimensional ground plane coordinate system centered on one of the pixels itself. We are, therefore, constrained by the record to find the Examiner erred in rejecting independent claim 1, independent claims 15 and 24 which recited commensurate limitations, and dependent claims 2-14, 16-23, and 25 for similar reasons. CONCLUSION The Examiner erred in rejecting claims 1-25 under 35 U.S.C. § 103(a). DECISION For the above reasons, the Examiner's rejections of claims 1-25 are reversed. REVERSED 5 Copy with citationCopy as parenthetical citation