Ex Parte Bulan et alDownload PDFPatent Trial and Appeal BoardMar 29, 201713441269 (P.T.A.B. Mar. 29, 2017) 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. 13/441,269 04/06/2012 Orhan Bulan 20120095USNP-XER2888US01 1088 62095 7590 03/30/2017 FAY SHARPE / XEROX - ROCHESTER 1228 EUCLID AVENUE, 5TH FLOOR THE HALLE BUILDING CLEVELAND, OH 44115 EXAMINER HAGHANI, SHADAN E ART UNIT PAPER NUMBER 2485 MAIL DATE DELIVERY MODE 03/30/2017 PAPER 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. PTOL-90A (Rev. 04/07) UNITED STATES PATENT AND TRADEMARK OFFICE ____________ BEFORE THE PATENT TRIAL AND APPEAL BOARD ____________ Ex parte ORHAN BULAN, YAO RONG WANG, ZHIGANG FAN, EDGAR A. BERNAL, ROBERT P. LOCE, and YEQING ZHANG ____________ Appeal 2017-000696 Application 13/441,2691 Technology Center 2400 ____________ Before ADAM J. PYONIN, JOSEPH P. LENTIVECH, and SHARON FENICK, Administrative Patent Judges. LENTIVECH, Administrative Patent Judge. DECISION ON APPEAL Appellants seek our review under 35 U.S.C. § 134(a) of the Examiner’s Final Rejection of claims 1, 2, 4–21. Claim 3 has been canceled. See App. Br. 14 (Claims App’x). We have jurisdiction over the pending claims under 35 U.S.C. § 6(b). We affirm. 1 According to Appellants, the real party in interest is Xerox Corporation. App. Br. 1. Appeal 2017-000696 Application 13/441,269 2 STATEMENT OF THE CASE Appellants’ Invention Appellants’ invention generally relates to “a video-based method and system for determining a length of an available parking space at a given instant in time.” Spec. ¶ 2. Claim 1 and 14, which are exemplary, read as follows: 1. A method for determining parking availability, the method comprising: receiving video data from a sequence of frames taken from an associated image capture device deployed for monitoring an unmarked parking area; estimating a background image associated with a current frame; determining objects representing vehicles in a foreground image from the background image and the current frame; determining whether the detected vehicles in the foreground image are stationary or in motion; and, at a controller, determining a length of a potential parking space between stationary elements in the foreground image; and, obtaining from a storage device in communication with the controller and storing a table associating vehicle lengths with vehicle classes; comparing the length of the potential parking space with the stored vehicle lengths; in response to the length of the potential parking space being greater than a vehicle length in the table, classifying the potential parking space as being an available parking space for a class of vehicles corresponding with the vehicle length. 14. The method of claim 13, wherein the algorithm includes a function Bt+1 = p * Ft+1 + (1 – p) * Bt, wherein Bt is the background at time t, Ft+1 is a frame at time t + 1, and p is the Appeal 2017-000696 Application 13/441,269 3 updating factor for the pixel, wherein the updating factor is selected from a group consisting: a “0” value if a vehicle is detected at the pixel location; a “1” value if another object is detected at a pixel location previously occupied by a vehicle; and, a value 0 ≤ p ≤ 1 for all other pixels. Rejections Claims 1 and 16–19 stand rejected under 35 U.S.C. § 103(a) as being unpatentable over the combination of Jaupitre (US 2006/0220911 A1; published Oct. 5, 2006) and Hanisch (US 2012/0113262 A1; published May 10, 2012). Final Act. 2–5. Claims 2, 4, and 21 stand rejected under 35 U.S.C. § 103(a) as being unpatentable over the combination of Jaupitre, Hanisch, and Ashfaqur Rahman et al., An Image Based Approach to Compute Object Distance, International Journal of Computational Intelligence Systems, vol. 1, no. 4 (2008) (“Rahman”). Final Act. 5–6. Claims 5 and 6 stand rejected under 35 U.S.C. § 103(a) as being unpatentable over the combination of Jaupitre, Hanisch, and Eaton (US 8,094,943 B2; issued Jan. 10, 2012). Final Act. 7–8. Claim 7 stands rejected under 35 U.S.C. § 103(a) as being unpatentable over the combination of Jaupitre, Hanisch, Eaton, and Massimo Piccardi, Background Subtraction Techniques: A Review, The ARC Centre of Excellence for Autonomous Systems (CAS) (University of Technology Sydney 2004) (“Piccardi”). Final Act. 8. Claims 8–10 and 13 stand rejected under 35 U.S.C. § 103(a) as being unpatentable over the combination of Jaupitre, Hanisch, and Piccardi. Final Act. 8–11. Appeal 2017-000696 Application 13/441,269 4 Claim 11 stands rejected under 35 U.S.C. § 103(a) as being unpatentable over the combination of Jaupitre, Hanisch, Piccardi, and Naoi (US 6,141,435; issued Oct. 31, 2000). Final Act. 11–12. Claims 12 and 15 stand rejected under 35 U.S.C. § 103(a) as being unpatentable over the combination of Jaupitre, Hanisch, and Naoi. Final Act. 12–14. Claims 14 and 20 stand rejected under 35 U.S.C. § 103(a) as being unpatentable over the combination of Jaupitre, Hanisch, Piccardi, and A. T. Nghiem et al., Controlling Background Subtraction Algorithms for Robust Object Detection, International Conference on Imaging for Crime Detection and Prevention (2009) (“Nghiem”). Final Act. 14–16. ANALYSIS We have reviewed the Examiner’s rejections in light of Appellants’ arguments that the Examiner has erred. We disagree with Appellants’ conclusions. We adopt as our own the findings and reasons set forth by the Examiner in the Final Office Action from which this appeal is taken and the reasons set forth in the Examiner’s Answer in response to Appellants’ Appeal Brief. Final Act. 2–17; Ans. 2–17. We highlight and address specific findings and arguments for emphasis as follows. Claim 1 Issue 1: Did the Examiner err in finding that the combination of Jaupitre and Hanisch teaches or suggests “obtaining from a storage device in communication with the controller and storing a table associating vehicle lengths with vehicle classes,” as recited in claim 1? Appeal 2017-000696 Application 13/441,269 5 Appellants contend the combination of Jaupitre and Hanisch does not teach or suggest the disputed limitation because the applied references fail to teach or suggest a table associating vehicle lengths with vehicle classes, as required by claim 1. App. Br. 6–8; Reply Br. 3–4. Appellants argue “Jaupitre simply refers to vehicle models with no specific mention of vehicle class” and “a vehicle class and a vehicle model are not equivalent terms having the same meaning.” Reply Br. 3–4. Regarding the Hanisch reference, Appellants contend “Hanisch discloses a table associating the number of vehicle axles with vehicle lengths” but not an association of vehicle length and vehicle class (App. Br. 8), as “Hanisch simply refers to vehicle type, i.e., number of vehicle axles, with no specific mention of vehicle class,” and “[t]he number of vehicle axles is not necessarily an equivalent to vehicle classes” (Reply Br. 4). We do not find Appellants’ contentions persuasive. The Examiner finds, and we agree, Jaupitre teaches determining parking availability by analyzing video of a parking lot; measuring the distance between parked cars, and comparing the measured distance to the length of a user’s vehicle, which is determined based on the vehicle model of the user’s vehicle. Ans. 3–4, 9 (citing Jaupitre ¶ 20). Because Jaupitre teaches determining a length of the vehicle based on the vehicle model, we agree with the Examiner (Ans. 4, 9) that Jaupitre teaches or suggests obtaining from a storage device in communication with the controller and storing a table associating vehicle lengths with vehicle models. We agree with Appellants that Jaupitre does not explicitly teach associating vehicle lengths with vehicle classes. However, the Examiner does not find that Jaupitre teaches associating vehicle lengths with vehicle classes but, instead, finds it would be obvious to do so based on the teachings of Jaupitre and Hanisch. Final Appeal 2017-000696 Application 13/441,269 6 Act. 4; Ans. 4, 9–11. Appellants’ contentions fail to persuasively address the findings of the Examiner regarding what the combined teachings of the references teach or suggest to one of ordinary skill in the art and, therefore, are unpersuasive of error. We note for emphasis that, while not cited by the Examiner, paragraph 40 of Hanisch expressly teaches a table associating vehicle lengths with vehicle classes. Issue 2: Did the Examiner err by finding the combination of Jaupitre and Hanisch teaches or suggests “in response to the length of the potential parking space being greater than a vehicle length in the table, classifying the potential parking space as being an available parking space for a class of vehicles corresponding with the vehicle length,” as recited in claim 1? Appellants contend the combination of Jaupitre and Hanisch does not teach or suggest the disputed limitation. App. Br. 8–9; Reply Br. 4. Appellants contend the applied references fail to teach or suggest the disputed limitation because neither Jaupitre nor Hanisch teaches a table associating vehicle lengths with vehicle classes. App. Br. 9; Reply Br. 4. Because, as discussed supra, we disagree with the premise of Appellants’ contention (that the combination of Jaupitre and Hanisch fails to teach or suggest a table associating vehicle lengths with vehicle classes), we are not persuaded by Appellants’ conclusion reached based on that premise. Appellants further contend the combination of Jaupitre and Hanisch does not teach or suggest the disputed limitation because Jaupitre does not teach or suggest classifying the potential parking space as being an available parking space for a class of vehicles corresponding with the vehicle length, as required by claim 1. App. Br. 8–9 (citing Jaupitre ¶¶ 8, 9). Appellants contend that Jaupitre, instead, teaches outputting a free parking space Appeal 2017-000696 Application 13/441,269 7 location. Id. Appellants argue “[t]here is nothing in the cited section of Jaupitre which would suggest that the server classifies the potential parking space as being available for a class of vehicles corresponding to the vehicle length.” App. Br. 9. We do not find Appellants’ contentions persuasive. The Examiner does not find that Jaupitre explicitly teaches the disputed limitation but, instead, finds the disputed limitation would be obvious to one of ordinary skill in the art in view of the combined teachings of the references. Ans. 11– 13. Appellants fail to persuasively address the Examiner’s findings regarding the teachings of Jaupitre regarding “comparing one or more free parking space lengths and the information representative of the length of the user’s vehicle” and “send[ing] the user only free parking space locations whose length is sufficiently greater than the length of the user’s vehicle to enable the user to park correctly.” Jaupitre ¶ 20. Jaupitre, therefore, teaches or suggests determining whether each potential parking space is available for the user’s vehicle and, in response to the length of the potential parking space being greater than a vehicle length, identifying or classifying the potential parking space as being an available parking space for a model of vehicle corresponding to the model of the user’s vehicle. As discussed supra we are not persuaded of error in the Examiner’s finding that the combination of Jaupitre and Hanisch teaches or suggests an association of vehicle class with vehicle length. As such, we are not persuaded the Examiner erred in finding the combination of Jaupitre and Hanisch teaches or suggests the disputed limitation. For the foregoing reasons, we are not persuaded the Examiner erred in rejecting claim 1; and claims 2, 4–13, 15–19, and 21, which recite corresponding limitations and were not separately argued with particularity. Appeal 2017-000696 Application 13/441,269 8 Claims 14 and 20 Issue 3: Did the Examiner err in finding that the combination of Jaupitre, Hanisch, Piccardi, and Nghiem teaches or suggests “wherein the updating factor is selected from a group consisting . . . a ‘1’ value if another object is detected at a pixel location previously occupied by a vehicle,” as recited in claim 14, and similarly recited in claim 20? Appellants contend the combination of Jaupitre, Hanisch, Piccardi, and Nghiem fails to teach or suggest the disputed limitation. App. Br. 10– 11; Reply Br. 5–6. Appellants contend Ngheim teaches that a value of “1” is added to a counter if a car is detected in a certain frame whereas “[t]he claim assigns a ‘1’ to its updating factor if a new object is detected in a current frame that was previously occupied by a car–i.e., the detected object did not previously occupy or appear in previous frames.” App. Br. 11. We do not find Appellants’ contention persuasive. The Examiner does not rely on Ngheim’s teaching regarding updating the counter for teaching the disputed limitation. Instead, the Examiner relies on Nghiem’s teaching regarding absorbing the region inside the box immediately into the background. See Final Act. 14–16; Ans. 16–17 (citing Ngheim 4, “left column, under equation 2”). Because Appellants’ contention fails to address the express findings of the Examiner, it is unpersuasive of error. Accordingly, we are not persuaded the Examiner erred in rejecting claims 14 and 20. DECISION We affirm the Examiner’s rejections of claims 1, 2, and 4–21 under 35 U.S.C. § 103(a). Appeal 2017-000696 Application 13/441,269 9 No time period for taking any subsequent action in connection with this appeal may be extended under 37 C.F.R. § 1.136(a)(1)(iv). AFFIRMED Copy with citationCopy as parenthetical citation