Ex Parte ZengDownload PDFPatent Trial and Appeal BoardNov 26, 201311186325 (P.T.A.B. Nov. 26, 2013) Copy Citation UNITED STATES PATENT AND TRADEMARK OFFICE ____________ BEFORE THE PATENT TRIAL AND APPEAL BOARD ____________ Ex parte HUANZHAO ZENG ____________ Appeal 2011-008743 Application 11/186,325 Technology Center 2600 ____________ Before JEFFREY N. FREDMAN, ERICA A. FRANKLIN, and ULRIKE W. JENKS, Administrative Patent Judges. JENKS, Administrative Patent Judge DECISION ON APPEAL This is an appeal1 under 35 U.S.C. § 134 involving claims directed to color calibration in an image processing system. The Examiner has rejected the claims as obvious. We have jurisdiction under 35 U.S.C. § 6(b). We affirm. 1 Appellant identifies Hewlett-Packard Development Company, LP as the Real Party in Interest (App. Br. 3). Appeal 2011-008743 Application 11/186,325 2 STATEMENT OF THE CASE Claims 1-20 are on appeal, and can be found in the Claims Appendix of the Appeal Brief. Claim 1 is illustrative of the claims on appeal, and reads as follows: 1. A method of color calibration in an image processing system, the method comprising: printing a target image using pre-defined target image data; scanning the printed target image; generating scanned target image data from the scanned target image; generating a three-dimensional relative colorimetric table from a comparison of the target image data with the scanned target image data using closed-loop color calibration; performing perceptual color adjustment and gamut adjustment to form a color adjustment function; and updating the three-dimensional relative colorimetric table to reflect the color adjustment function; wherein the perceptual color adjustment occurs between an original hardcopy and a reproduced hardcopy on the image processing system. The Examiner has rejected claims 1-20 under 35 U.S.C. § 103(a) as unpatentable over Balasubramanian2 in view of Chan.3 Findings of Fact FF 1. We adopt the Examiner’s findings and analysis concerning the scope and content of the prior art. The following facts are repeated for reference convenience. FF 2. Balasubramanian disclosed the process of converting a scanned 2 Balasubramanian et al., US 6,381,037 B1, issued Apr. 30, 2002. 3 Chan et al., US 6,262,812 B1, issued July 17, 2001. App App imag repro (Bal calib eal 2011-0 lication 11 e into a pr duced bel An origi Go, Bo, colorime scanner, defined the scan processo provide colorime values m or lum transform A convert The outp terms of Cp, Mp, possible cyan, m given ar image m [reprodu have a re the prin similar ultimate asubraman FF 3. Fi ration flow 08743 /186,325 inted imag ow: nal image which, by tric R,G, resulting in device ner or a r 14, whi a correcti tric terms ay be in t inance-chr thereof. color spac the device ut of colo a device Yp, Kp tha example, agenta, ye ea in an el ay be sa ced hardc lationship ted output to the o ly depende ian, col. 4 g. 3, repro chart: e, the pro 12 [origin definitio B (red-gr in a set o dependen nother pr ch uses th on of sca , Rc, Gc, erms of CI ominance e transfor independ r space tr dependen t will be the colora llow, and ectrophoto id to be opy], a m with Ro, G image h riginal im nt upon th , ll. 15-41; duced belo 3 cess steps al hardcop n, can be een-blue) f scanner t scanner ocessing p e scanner nner imag Bc usually E color sp space ( m, indicate ent data to ansform 2 t space, or used to dr nt signals black tone graphic pr defined i easured re o, Bo [ori as a color age, alth e gamut o Ans. 3-4. w, of Bal involved a y] rendere defined space, is image sign terms. Inc ath is a calibratio e signals digital i ace (rgb), L,C1,C2) d by bloc device d 0 is the im printer c ive a prin represent rs to be de inter. The n terms sponse, th ginal hard that is c ough that f the print ) asubraman re shown d in color in terms fed into als Rs, G orporated post-scan n transfor Rs, Gs, B n nature. or the L*, or a l k 20, is us ependent age defin olorant sig ter 30. In the amoun posited o printed o of Rp, Gp at is hope copy] such olorimetri similarit ing device ian shows in Fig. 1, s Ro, of a the s, Bs, into ning m to s to The a*,b, inear ed to data. ed in nals one ts of ver a utput , Bp d to that cally y is . a App App (Bal to ad eal 2011-0 lication 11 From th made at scan pro produce represen processo processo signals, may gen asubraman FF 4. Ch just image [T]he im values to values Preferab uniform 08743 /186,325 e calibratio printer 30 cessor 14 response ting the r 202 rea r and cor so that a d erated. ian, col. 5 an illustra s as show age valu an adjus to an adj ly, the a color spac n image, , to produ are used signals a colors of ds the re relates the evice inde , ll. 48-56; tes a gene n in Fig. 1 e convert tment colo ustment djustment e. The ad 4 a print of ce an ima to scan th s a func each sca sponses p response pendent c Ans. 4.) ral purpos , reproduc er 110 co r space a color spa color sp justment c the calibr ge. Scann e calibra tion of s nned patc rovided f with the olor to co e compute ed below: nverts th nd outputs ce value ace is a olor space ation patte er 10 and tion target ensed den h. Calibr rom post input col lorant map r that is pr e input im the conv adjuster percept value adj rn is post and sity, ation scan orant ping ogrammed age erted 120. ually uster App App (Cha syste (Spe Prin is lik KSR eal 2011-0 lication 11 120 adju control adjustme adjustme converte gamut, s device’s n, col. 2, l FF 5. Th m shown The sca compare table, w dimensio data 26 copied h match or c. 5, ll. 9-1 ciple of La “The com ely to be o Int’l Co. v 08743 /186,325 sts the con values inp nt color nts to the d values uch as a m color gam . 57 to col e Specific in Fig. 2, r nner RGB d at step ith adjus nal looku and adjust ardcopies iginal har 2.) w bination bvious wh . Teleflex verted im ut by a u space val values, i are scaled onitor or ut, such a . 3, l. 3 (em ation teac eproduced data 26 27, such tment, is p table is RGB col processed dcopies. of familiar en it does Inc., 550 U 5 age values ser into t ue adjust ncluding based on printer co s a printer phasis ad hes a close below: and target that a th built at used to c or values. in the i elements no more t .S. 398, 4 in accord he contro er 120 ca scaling. an input lor gamut gamut. ded); Ans d-loop co RGB da ree-dimen step 28. orrect the With suc mage proc according han yield 16 (2007) ance with ller 140. n make Preferably device’s , and an o . 22.) lor calibra ta 20 are sional lo This t scanner h adjustm essing sy to known predictable . user The other , the color utput tion then okup hree- RGB ents, stem methods results.” Appeal 2011-008743 Application 11/186,325 6 Analysis Appellant contends that the claims “specify that the perceptual color adjustment occurs between an original hardcopy and a reproduced hardcopy on the image processing system in order to increase color quality” and that this claim limitation requires that “the scanner color error and printer color error are treated as a combined source of color error and compensated for as a total color error,” and that neither Balasubramanian nor Chan calibrate the source image (App. Br. 7-8). “[The] references do not teach or suggest calibration of the color error from the source device is that their approaches are used to calibrate printers, in which the color error of the source color space cannot be mixed with the printer’s color error.” (Id. at 7; see also Reply Br. 3.) We are not persuaded. We agree with the Examiner that arguments directed to the adjustment of the total color error from the source and printer is not persuasive because this interpretation is “not found to be supported by the claim language.” (Ans. 24.) Claim 1 recites “wherein the perceptual color adjustment occurs between an original hardcopy and a reproduced hardcopy on the image processing system,” there is nothing in this claim language that would indicate that the adjustments need to occur at both the scanner and the printer at the same time in order to arrive at a hardcopy that replicates the original image. Adjustments at only one source, either the printer or the scanner order could result in a reproduced a hardcopy that duplicates the original. Appellant has not pointed to any evidence in the Specification that would support the claim interpretation that both scanner and printer color error must always be adjusted together. Accordingly, we find this argument unpersuasive. Appeal 2011-008743 Application 11/186,325 7 Appellant contends that the “[c]losed -loop color calibration [CLCC] calibrates both the scanner’s color drift and the printer’s color drift using calibration copy tables and not scanner LUTs or printer LUTs like in the Balasubraminan [sic] reference. . . . [T]he method is not able to compensate the scanner’s color shift.” (App. Br. 8.) We find that the Examiner has the better position. The [E]xaminer understands [A]ppellant’s Figure 2 to illustrate a general process of a CLCC. A hardcopy image is printed with a printer using predefined image data. The hardcopy image is scanned via a scanner. Scanned image data is produced from the scanned image. The scanned image data and the predefined image data are compared. (Ans. 25; see also FF 5.) The Examiner finds that Balasubramanian uses the exact same process were “a mapping is generated to derive a look up table, LUT. The LUT is generated from reading the scanned image data and correlating (comparing) it to the starting calibration image data.” (Ans. 25; see also FF 3.) “With the look up table derived, it may be stored in LUT 100 at color space transform 20, for use in converting device dependent values received from image creators to device independent printer signals.” (Balasubramanian, col. 5, l. 66 to col. 6, l. 2.) We agree with the Examiner that Balasubramanian creates a calibration copy table in the CLCC loop that can be applied during the color space transform process (FF 3). Accordingly, we are not persuaded by Appellant’s contention that the CLCC process always requires adjustment at the scanner, because, as acknowledged by the Appellant’s (App. Br. 8) in those instances when the scanner is stable and accurate all adjustments are made only at the printer in order to ensure that the original and reproduced hardcopies are identical. Appeal 2011-008743 Application 11/186,325 8 With regard to claim 14, Appellant contends that the combination of references does not teach “turning off perceptual color adjustment before generating a three-dimensional relative colorimetric table from a comparison of the target image data with the scanned target image data using closed- loop color calibration.” (App. Br. 9.) We find that the Examiner has the better position. The Examiner explains that: Balasubramanian teaches generating a lookup table, LUT, for purpose of color calibration to then be implemented and used in a printing system. . . . It is understood that Figure 3 [FF 3] uses a closed-loop color calibration, CLCC, to generate a table. As described with Figure 3, a starting calibration image, image data, is obtained from storage or generated with a predetermined generation function. The image data is printed to a hardcopy which is scanned. The scanned hardcopy is measure to produce scanned image data. The image data and the scanned image data are compared to derive a LUT which is three-dimensional. At no time during this process is it taught that a perceptual color adjustment is performed. . . . Balasubramanian teaches turning on perceptual adjustment when using the generated LUT in a printing system as the on[e] in Figure 1. Perceptual adjustment is used in order to provide gamut adjustment from transforming RGB color space to CMYK color space. . . . Chan is also understood to teach turning off/on perceptual adjustment in performing the same steps of generating a table to be used in a system, and using the generated table in the system. (Ans. 27-28, see also FFs 2-4.) We agree with the Examiner’s position that Balasubramanian uses the LUT generated in the calibration process (FF 3) in the process of copying an original document (FF 1). Appellant has not pointed to any errors in the Examiner’s rationale that would indicate the perceptual color adjustment is necessarily on during the calibration process Appeal 2011-008743 Application 11/186,325 9 in either the Balasubramanian or Chan reference. Accordingly, we find the argument based on turning the perceptual color adjustment on or off unpersuasive. Based on the evidence cited in the rejection, and the Examiner’s reasoning, we conclude that the rejection established a prima facie case for obviousness. Further, the Examiner responded specifically and persuasively to Appellant’s arguments, showing that when all the evidence is considered, it weighs in favor of obviousness. (See Ans. 3-28.) Accordingly, we affirm the rejection of claim 1 and 14 under 35 U.S.C. § 103(a) as being obvious. As claims 2-13 and 15-20 have not been argued separately, they fall with claims 1 and 14. See 37 C.F.R. § 41.37(c)(1)(vii). SUMMARY We affirm the rejection of claims 1-20 under 35 U.S.C. § 103(a) as unpatentable over Balasubramanian in view of Chan. TIME PERIOD FOR RESPONSE No time period for taking any subsequent action in connection with this appeal may be extended under 37 C.F.R. § 1.136(a). AFFIRMED cdc Copy with citationCopy as parenthetical citation