Prosecution Insights
Last updated: October 02, 2026
Application No. 18/293,518

DYE IMAGE ACQUISITION METHOD, DYE IMAGE ACQUISITION DEVICE, AND DYE IMAGE ACQUISITION PROGRAM

Non-Final OA §103
Filed
Jan 30, 2024
Priority
Aug 25, 2021 — JP 2021-137177 +1 more
Examiner
NGUYEN, LAM S
Art Unit
2853
Tech Center
2800 — Semiconductors & Electrical Systems
Assignee
Hamamatsu Photonics K.K.
OA Round
1 (Non-Final)
79%
Grant Probability
Favorable
1-2
OA Rounds
0m
Est. Remaining
79%
With Interview

Examiner Intelligence

Grants 79% — above average
79%
Career Allowance Rate
1124 granted / 1426 resolved
+10.8% vs TC avg
Minimal +0% lift
Without
With
+0.2%
Interview Lift
resolved cases with interview
Typical timeline
2y 8m
Avg Prosecution
68 currently pending
Career history
1476
Total Applications
across all art units

Statute-Specific Performance

§101
3.2%
-36.8% vs TC avg
§103
46.7%
+6.7% vs TC avg
§102
33.4%
-6.6% vs TC avg
§112
8.0%
-32.0% vs TC avg
Black line = Tech Center average estimate • Based on career data from 1426 resolved cases

Office Action

§103
DETAILED ACTION Notice of Pre-AIA or AIA Status The present application, filed on or after March 16, 2013, is being examined under the first inventor to file provisions of the AIA . In response to the restriction requirement, Applicant elected claims 1, 3-5, 10, 12-14, and 19 for further examination. As a result, all other claims are withdrawn from further prosecution. Claim Rejections - 35 USC § 103 The following is a quotation of 35 U.S.C. 103 which forms the basis for all obviousness rejections set forth in this Office action: A patent for a claimed invention may not be obtained, notwithstanding that the claimed invention is not identically disclosed as set forth in section 102, if the differences between the claimed invention and the prior art are such that the claimed invention as a whole would have been obvious before the effective filing date of the claimed invention to a person having ordinary skill in the art to which the claimed invention pertains. Patentability shall not be negated by the manner in which the invention was made. Claim(s) 1, 3, 5, 10, 12, 14, and 19 is/are rejected under 35 U.S.C. 103 as being unpatentable over Levenson (WO 2006081547) in view of Bamford (WO 2012152693). Regarding to claims 1, 10, 19: Levenson discloses a dye image acquisition method comprising: irradiating a sample with each of excitation light beams having C (C is an integer of 2 or more) wavelength distributions and acquiring the C fluorescence images each including N (N is an integer of 2 or more) pixels (page 12, lines 9-10: Light source 102 can provide light 122 having a broad distribution of spectral wavelength components. Page 12, lines 16-18: a similar set of spectrally-resolved images can be recorded by employing a light source 102 having multiple source elements generating light of different wavelengths. Page 12, lines 29-31: Collecting multiple, spectrally-resolved images of sample 108 is an “image stack” where each image in the stack is a two-dimensional image corresponding to a particular wavelength); and performing unmixing on the C fluorescence images to generate K (K is an integer of 2 or more and C or less) dye images indicating a distribution for each K dyes (page 14, lines 18-27: Images of the specimen under illumination will contain spectral contributions from each of the dyes. Spectral unmixing decomposes one or more images that include contributions from multiple spectral sources into a set of component images. If the sample includes three different dyes, then an image of the sample can be separated into three unmixed images, each reflects contributions principally from only one of the dyes). Levenson however does not teach clustering the N pixels into L (L is an integer of 2 or more and N-1 or less) pixel groups based on intensity values of respective pixels of the C fluorescence images, and generating L cluster matrices in which the C fluorescence images are arranged for each of the clustered pixel groups; calculating statistical values of the intensity values of the pixel groups configuring the C fluorescence images for each of the L cluster matrices; and performing unmixing on the C fluorescence images by using the statistical values of the C fluorescence images for each of the L cluster matrices. Bamford discloses a method and system for spectral demultiplexing of fluorescent species comprising clustering pixels into pixel groups based on intensity values to generate cluster matrices indicating statistical values of the intensity values to perform unmixing on the fluorescence images accordingly (page 15, lines 9-12). Therefore, it would have been obvious for one having ordinary skill in the art before the effective filing date of the claimed invention to modify Leveson’s method to include clustering pixels based on intensity values to increase adaptability and stability, the signal-to-noise ratio at the output of the overall measurement system as taught by Bamford (page 11, lines 15-17). Regarding to claims 3, 12: further comprising acquiring wavelength information related to a fluorescence wavelength corresponding to each pixel of the fluorescence image, wherein in the clustering, the N pixels are clustered based on the wavelength information corresponding to each pixel (Bamford: page 15, lines 9-13: Operating on a cluster of pixels by obtaining the average spectral distribution of the pixel group). Regarding to claims 5, 14: Wherein in the acquiring of the wavelength information acquisition step, the sample is irradiated with excitation light of any wavelength distribution of the C wavelength distributions, fluorescence from the sample is imaged with a camera capable of detecting at least two or more fluorescence wavelengths to acquire a fluorescence image, and the wavelength information is acquired based on the fluorescence image (Levenson: FIG. 1, element 112: Detector 112). Allowable Subject Matter Claims 4 and 13 are objected to as being dependent upon a rejected base claim, but would be allowable if rewritten in independent form including all of the limitations of the base claim and any intervening claims. The primary reasons for the indication of the allowability of the claim is the inclusions therein, in combination as currently claimed, of the limitation that wherein in the acquiring of the wavelength information acquisition step, the sample is irradiated with excitation light of any wavelength distribution of the C wavelength distributions, fluorescence from the sample is separated via a wavelength information acquisition optical system that separates fluorescence with different wavelength characteristics, the separated fluorescence is respectively imaged to acquire a plurality of separated fluorescence images, and the wavelength information is acquired based on the plurality of separated fluorescence images is neither disclosed nor taught by the cited prior art of record, alone or in combination. Conclusion Any inquiry concerning this communication or earlier communications from the examiner should be directed to LAM S NGUYEN whose telephone number is (571)272-2151. Examiner interviews are available via telephone, in-person, and video conferencing using a USPTO supplied web-based collaboration tool. To schedule an interview, applicant is encouraged to use the USPTO Automated Interview Request (AIR) at http://www.uspto.gov/interviewpractice. If attempts to reach the examiner by telephone are unsuccessful, the examiner’s supervisor, DOUGLAS RODRIGUEZ, can be reached on 571-431-0716. The fax phone number for the organization where this application or proceeding is assigned is 571-273-8300. Information regarding the status of an application may be obtained from the Patent Application Information Retrieval (PAIR) system. Status information for published applications may be obtained from either Private PAIR or Public PAIR. Status information for unpublished applications is available through Private PAIR only. For more information about the PAIR system, see http://pair-direct.uspto.gov. Should you have questions on access to the Private PAIR system, contact the Electronic Business Center (EBC) at 866-217-9197 (toll-free). If you would like assistance from a USPTO Customer Service Representative or access to the automated information system, call 800-786-9199 (IN USA OR CANADA) or 571-272-1000. /LAM S NGUYEN/ Primary Examiner, Art Unit 2853
Read full office action

Prosecution Timeline

Jan 30, 2024
Application Filed
Aug 21, 2026
Non-Final Rejection mailed — §103 (current)

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Study what changed to get past this examiner. Based on 5 most recent grants.

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Prosecution Projections

1-2
Expected OA Rounds
79%
Grant Probability
79%
With Interview (+0.2%)
2y 8m (~0m remaining)
Median Time to Grant
Low
PTA Risk
Based on 1426 resolved cases by this examiner. Grant probability derived from career allowance rate.

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