USPTO Examiner CHANG AUDREY Y - Art Unit 2872

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
18915937METHOD FOR CALIBRATING SUBSTRATE ERRORS OF COMPUTER-GENERATED HOLOGRAM BASED ON RAY PROPAGATION IN THREE-DIMENSIONAL MODEL STATEMENT OF GOVERNMENT INTERESTOctober 2024April 2025Allow610NoNo
18731966TWIN LENSES MANUAL SYNCHRONOUS FOCUSING STRUCTUREJune 2024November 2025Abandon1721NoNo
18713188HOLOGRAPHIC WAVEFRONT PRINTING SYSTEM AND METHODMay 2024December 2024Allow600NoNo
18631607METHOD AND SYSTEM FOR PROJECTION DISPLAY WITH POLARIZATION SELECTIVE REFLECTORSApril 2024January 2026Allow2111NoNo
18605738System and Method for Aperture Extension and Programmable Optical Depth Modulation via Field Evolving CavitiesMarch 2024October 2025Allow1921NoNo
18433278CONFIGURABLE BROAD SPECTRAL HOMOGENIZING MODULEFebruary 2024February 2025Abandon1320YesNo
18425877NAKED-EYE THREE-DIMENSIONAL IMAGING DEVICEJanuary 2024March 2025Abandon1420NoNo
18421112DIFFRACTION GRATING ARRAY FOR WIDE-ANGLE ILLUMINATIONJanuary 2024February 2025Allow1310NoNo
18406856WEARABLE PUPIL-FORMING DISPLAY APPARATUSJanuary 2024April 2025Allow1510NoNo
18572950METHOD FOR DESIGNING DIFFRACTIVE OPTICAL ELEMENT AND PARTITIONED UNIFORM LIGHT ILLUMINATION SYSTEMDecember 2023December 2024Allow1210NoNo
18572941DIFFRACTIVE OPTICS HAVING TRANSVERSELY DISTRIBUTED MULTIPLE FOCIDecember 2023March 2026Allow2631YesNo
18544093SYSTEM AND METHODS OF UNIVERSAL PARAMETERIZATION OF HOLOGRAPHIC SENSORY DATA GENERATION, MANIPULATION AND TRANSPORTDecember 2023September 2025Abandon2010NoNo
18525016DIFFRACTION GRATING STRUCTURE COMPRISING SEVERAL GRATING LINESNovember 2023October 2025Abandon2220NoNo
18468375Method for Holographic Mastering and ReplicationSeptember 2023April 2025Abandon1910NoNo
18244255HEAD-MOUNTED DISPLAY EYEBALL TRACKER INTEGRATED SYSTEMSeptember 2023July 2024Allow1110NoNo
18233012GRATING PART AND MANUFACTURING METHOD THEREOFAugust 2023May 2025Allow2230NoNo
18352965WAFER LEVEL MICROSTRUCTURES FOR AN OPTICAL LENSJuly 2023January 2025Allow1811NoNo
18217626OPTICAL SCANNING HOLOGRAPHY SYSTEMJuly 2023August 2025Allow2540NoNo
18217618OPTICAL SCANNING HOLOGRAPHY SYSTEMJuly 2023May 2024Allow1110NoNo
18217810NON-COLOR SHIFTING MULTILAYER STRUCTURESJuly 2023September 2024Allow1520NoNo
18210406SYSTEM, APPARATUS AND METHOD FOR EXTRACTING THREE-DIMENSIONAL INFORMATION OF AN OBJECT FROM RECEIVED ELECTROMAGNETIC RADIATIONJune 2023April 2025Abandon2220NoNo
18326928THREE-DIMENSIONAL CONVERSION MEMBER AND STEREOSCOPIC IMAGE DISPLAY DEVICE INCLUDING THE SAMEMay 2023December 2025Allow3010NoNo
18315898GLASSES-TYPE AUGMENTED REALITY APPARATUS AND SYSTEM WITH COMPACT DIMENSIONSMay 2023March 2026Allow3420NoNo
18305343DEVICE AND METHOD FOR CALCULATING HOLOGRAPHIC DATAApril 2023June 2025Abandon2511NoNo
18299827HERALDING-FREE CONNECTIONS IN QUANTUM COMPUTINGApril 2023August 2024Allow1600NoNo
18116720LIGHT MODULATING DEVICE AND OPERATING METHOD THEREOF USING VOLTAGE-VARIED LCMarch 2023February 2026Allow3511NoNo
18019487GEOMETRIC PHASE IN-LINE SCANNING HOLOGRAPHY SYSTEM FOR TRANSMISSIVE OBJECTFebruary 2023September 2025Allow3211NoNo
18153767ADAPTIVE INTERACTIVE CAMPFIRE DISPLAYJanuary 2023July 2025Allow3010NoNo
18149253OUT-OF-PLANE COMPUTER-GENERATED MULTICOLOR WAVEGUIDE HOLOGRAPHYJanuary 2023December 2024Allow2311YesNo
18079788DISPLAYING THREE-DIMENSIONAL OBJECTSDecember 2022July 2024Allow1941NoNo
18071750IMAGING DEVICE AND METHOD FOR HOLOGRAPHIC IMAGING OF SAMPLESNovember 2022February 2026Allow3920YesNo
17928540A METHOD AND DISPLAY APPARATUS FOR REDUCING HOLOGRAPHIC SPECKLENovember 2022December 2025Abandon3610NoNo
17925518OPTICAL COMPUTING DEVICENovember 2022July 2025Allow3210NoNo
17984120SEPARATED PUPIL OPTICAL SYSTEMS FOR VIRTUAL AND AUGMENTED REALITY AND METHODS FOR DISPLAYING IMAGES USING SAMENovember 2022October 2024Allow2430YesNo
17957118METHOD FOR GENERATING A HEAD UP DISPLAY FOR AN AIRCRAFT USING VIDEO HOLOGRAMS IN REAL TIME WITH THE HELP OF SUB-HOLOGRAMSSeptember 2022April 2024Abandon1910NoNo
17902835Integrated spot and flood illumination projectorSeptember 2022November 2025Allow3820YesYes
17897029APPARATUS AND METHOD FOR RECORDING A HOLOGRAPHIC OPTICAL ELEMENTAugust 2022February 2026Abandon4220NoNo
17862647System for 3D Image Projections and ViewingJuly 2022January 2024Allow1820NoNo
17859413Hologram CalculationJuly 2022August 2025Allow3820NoNo
17805443DIFFRACTION GRATING ARRAY FOR WIDE-ANGLE ILLUMINATIONJune 2022October 2023Allow1720NoNo
17719564HEAD-MOUNTED DISPLAY EYEBALL TRACKER INTEGRATED SYSTEMApril 2022February 2024Abandon2220NoNo
17768315Holographic 3D Display System Based on Virtual Array Splicing of Spatial Light ModulatorApril 2022March 2025Allow3520NoNo
17710383CONFIGURABLE MULTIFUNCTIONAL DISPLAY PANELMarch 2022October 2025Abandon4220NoNo
17707430DISPLAY APPARATUS PROVIDING EXPANDED EYE BOXMarch 2022October 2025Allow4330YesNo
17655857STACKED METALENS SURFACES FOR 3D SENSORsMarch 2022January 2026Abandon4631YesNo
17693974BACKLIGHT UNIT AND HOLOGRAPHIC DISPLAY APPARATUS INCLUDING THE SAMEMarch 2022April 2024Allow2540YesNo
17642251INLINE SCANNING HOLOGRAPHY SYSTEM FOR PHOSPHOR AND TRANSMITTERMarch 2022September 2024Allow3011NoNo
17688169MIRROR DISPLAY WITH INCREASED BRIGHTNESSMarch 2022January 2025Allow3411YesNo
17681191APOCHROMATIC LIQUID CRYSTAL POLARIZATION HOLOGRAM DEVICEFebruary 2022April 2025Abandon3810NoNo
17637421OPTICAL ANTI-COUNTERFEITING ELEMENT AND OPTICAL ANTI-COUNTERFEITING PRODUCTFebruary 2022June 2025Allow4020NoNo
17636766WINDOW MEMBER, METHOD FOR MANUFACTURING WINDOW MEMBER, AND ELECTRONIC DEVICEFebruary 2022August 2025Allow4230YesNo
17674468APPARATUS FOR GENERATING HOLOGRAM AND A METHOD FOR GENERATING HOLOGRAM USING THE SAMEFebruary 2022June 2024Abandon2820NoNo
17669923LENS AND OPTICAL COMPONENTFebruary 2022June 2024Allow2820YesYes
17650615TRANSMISSION GRATING BEAM COMBINERFebruary 2022January 2026Allow4740YesNo
17591453HOLOGRAPHIC LENS SYSTEMFebruary 2022April 2024Abandon2720NoNo
17589940HOLOGRAPHIC DISPLAYFebruary 2022November 2025Allow4560YesNo
17587327IMAGE PROJECTIONJanuary 2022May 2024Allow2811NoNo
17583421Atmospheric Compensation DiscJanuary 2022July 2024Allow3020YesNo
17578961OPTO-MECHANICAL SYSTEM TO REMOVE ZEROTH ORDER DIFFRACTION IN PHASE-ONLY SPATIAL LIGHT MODULATORJanuary 2022August 2023Allow1810NoNo
17575060METHODS AND SYSTEMS FOR GENERATING VIRTUAL CONTENT DISPLAY WITH A VIRTUAL OR AUGMENTED REALITY APPARATUSJanuary 2022May 2024Allow2840NoNo
17575613COLOR FILTER MODULEJanuary 2022March 2026Allow5050YesNo
17565575Flexible Optical Apparatus To Extend Effective Aperture Of Collimator For AR/VR Binocular AlignmentDecember 2021June 2025Abandon4220NoNo
17555268MULTIVIEW BACKLIGHT, DISPLAY, AND METHOD HAVING A MULTIBEAM ELEMENT WITHIN A LIGHT GUIDEDecember 2021April 2024Abandon2820NoNo
17620307SET OF SEMI-FINISHED LENSES WITH HOLOGRAPHIC COMPONENTSDecember 2021July 2025Allow4330YesNo
17550459OPTICAL ASSEMBLY AND HEAD-MOUNTED APPARATUSDecember 2021March 2026Abandon5140YesNo
17619182METHOD FOR ENHANCING THE IMAGE OF AUTOSTEREOSCOPIC 3D DISPLAYS BASED ON ANGULAR FILTERINGDecember 2021August 2024Allow3240NoNo
17596406MULTIFUNCTION SECURITY ELEMENTDecember 2021August 2025Abandon4420NoNo
17546710MODULE CONTROLLING VIEWING WINDOW, DEVICE FOR HOLOGRAM DISPLAY AND METHOD FOR DISPLAYING HOLOGRAMDecember 2021September 2023Allow2110NoNo
17543240DEVICE AND METHOD FOR CALIBRATION-FREE PHASE SHIFTING PROCEDURE FOR SELF-INTERFERENCE HOLOGRAPHYDecember 2021June 2025Allow4320NoNo
17613374IMAGE DISPLAY APPARATUS AND DISPLAY APPARATUSNovember 2021February 2026Abandon5040NoNo
17595611DIFFRACTION ELEMENT AND IMAGING DEVICENovember 2021July 2025Abandon4420NoNo
17526764FOVEATED DISPLAY APPARATUSNovember 2021September 2024Allow3420NoNo
17519693NEAR-EYE DISPLAY SYSTEM FOR PUPIL EXPANSION BASED ON DIFFRACTIVE OPTICAL ELEMENTNovember 2021June 2023Abandon1920NoNo
17520317WAFER LEVEL MICROSTRUCTURES FOR AN OPTICAL LENSNovember 2021April 2023Allow1711YesNo
17518386PEARL-INSPIRED HYPERSPECTRAL FILTER ARRAYSNovember 2021October 2024Allow3520NoNo
17509929APPARATUS FOR PRODUCING A REPLICA HOLOGRAM, REPLICA HOLOGRAM AND ILLUMINATING DEVICE FOR A VEHICLEOctober 2021October 2023Abandon2310NoNo
17510089OPTICAL ELEMENT ARRAY STRUCTURE FOR BIRD COLLISION PREVENTION AND MANUFACTURING METHOD THEREOFOctober 2021September 2024Abandon3430NoNo
17604416SYSTEM AND METHOD FOR DEEP LEARNING-BASED COLOR HOLOGRAPHIC MICROSCOPYOctober 2021December 2023Abandon2620NoNo
17450766PROCESS AND DEVICE FOR PRODUCING A HOLOGRAM, HOLOGRAM AND ILLUMINATION DEVICE FOR A VEHICLEOctober 2021July 2024Allow3310NoNo
17499170META-SURFACE OPTICAL ELEMENT AND METHOD OF MANUFACTURING THE SAMEOctober 2021June 2023Allow2020YesNo
17496458OPTICAL PRODUCTS, MASTERS FOR FABRICATING OPTICAL PRODUCTS, AND METHODS FOR MANUFACTURING MASTERS AND OPTICAL PRODUCTSOctober 2021September 2024Allow3510NoNo
17601323METHOD FOR CONSTRUCTING A DIGITAL HOLOGRAM AND ASSOCIATED DIGITAL HOLOGRAPHY SYSTEMOctober 2021September 2024Allow3510NoNo
17491246OPERATION METHOD FOR DIGITAL HOLOGRAM IMPLEMENTATION DEVICESeptember 2021May 2024Allow3210NoNo
17485469WIDE SPATIAL FIELD OPTICAL SYSTEMSSeptember 2021October 2024Allow3760YesYes
17478234DISPLAYING THREE-DIMENSIONAL OBJECTSSeptember 2021October 2023Abandon2520YesNo
17478580RECONSTRUCTING OBJECTS WITH DISPLAY ZERO ORDER LIGHT SUPPRESSIONSeptember 2021May 2023Allow2040YesYes
17476642Optical Systems with Flare-Mitigating Angular FiltersSeptember 2021December 2024Allow3940YesNo
17446874DIFFRACTIVE OPTICAL ELEMENT WITH OFF-AXIS INCIDENCE FOR STRUCTURED LIGHT APPLICATIONSeptember 2021April 2023Allow1920YesNo
17458561HOLOGRAPHIC DISPLAY SYSTEM AND METHOD FOR GENERATING HOLOGRAPHIC IMAGESAugust 2021February 2024Abandon3020NoNo
17310863OPTICAL ANTI-COUNTERFEITING ELEMENT AND ANTI-COUNTERFEITING PRODUCTAugust 2021January 2026Abandon5331NoNo
17431167Air-gap free perpendicular near-eye displayAugust 2021December 2024Allow4020YesNo
17427472FUNCTIONALIZED WAVEGUIDE FOR A DETECTOR SYSTEM AND A LIGHTING AND/OR PROJECTION SYSTEMJuly 2021December 2025Allow5340YesNo
17378814PHOTODETECTION DEVICE, PHOTODETECTION SYSTEM, AND FILTER ARRAYJuly 2021May 2025Allow4640NoNo
17367445DISPLAY MODULE WITH THE DIVERGENCE ANGLE OF OUTGOING BEAM CONSTRAINED AGAIN BY THE CORRESPONDING DEFLECTION APERTUREJuly 2021November 2025Allow5360NoNo
17305217NON-COLOR SHIFTING MULTILAYER STRUCTURESJuly 2021March 2023Allow2010NoNo
17352911OPTICAL METALENSESJune 2021March 2025Abandon4521YesNo
17341155Method for Holographic Mastering and ReplicationJune 2021January 2024Abandon3120NoNo
17327519WAVEGUIDE GEOMETRY FOR IMPROVED DISPLAY PERFORMANCEMay 2021November 2024Allow4250YesNo
17293940WAVELENGTH CONVERSION MEMBER AND LIGHT EMITTING DEVICEMay 2021October 2025Abandon5340YesNo
17302921System and Method for Aperture Extension and Programmable Optical Depth Modulation via a Field Evolving CavityMay 2021November 2023Allow3041YesNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner CHANG, AUDREY Y.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
39
Examiner Affirmed
27
(69.2%)
Examiner Reversed
12
(30.8%)
Reversal Percentile
47.4%
Lower than average

What This Means

With a 30.8% reversal rate, the PTAB reverses the examiner's rejections in a meaningful percentage of cases. This reversal rate is below the USPTO average, indicating that appeals face more challenges here than typical.

Strategic Value of Filing an Appeal

Total Appeal Filings
253
Allowed After Appeal Filing
107
(42.3%)
Not Allowed After Appeal Filing
146
(57.7%)
Filing Benefit Percentile
70.0%
Higher than average

Understanding Appeal Filing Strategy

Filing a Notice of Appeal can sometimes lead to allowance even before the appeal is fully briefed or decided by the PTAB. This occurs when the examiner or their supervisor reconsiders the rejection during the mandatory appeal conference (MPEP § 1207.01) after the appeal is filed.

In this dataset, 42.3% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is above the USPTO average, suggesting that filing an appeal can be an effective strategy for prompting reconsideration.

Strategic Recommendations

Appeals to PTAB face challenges. Ensure your case has strong merit before committing to full Board review.

Filing a Notice of Appeal is strategically valuable. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.

Examiner CHANG, AUDREY Y - Prosecution Strategy Guide

Executive Summary

Examiner CHANG, AUDREY Y works in Art Unit 2872 and has examined 1,552 patent applications in our dataset. With an allowance rate of 45.3%, this examiner allows applications at a lower rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 36 months.

Allowance Patterns

Examiner CHANG, AUDREY Y's allowance rate of 45.3% places them in the 9% percentile among all USPTO examiners. This examiner is less likely to allow applications than most examiners at the USPTO.

Office Action Patterns

On average, applications examined by CHANG, AUDREY Y receive 2.84 office actions before reaching final disposition. This places the examiner in the 83% percentile for office actions issued. This examiner issues more office actions than most examiners, which may indicate thorough examination or difficulty in reaching agreement with applicants.

Prosecution Timeline

The median time to disposition (half-life) for applications examined by CHANG, AUDREY Y is 36 months. This places the examiner in the 36% percentile for prosecution speed. Prosecution timelines are slightly slower than average with this examiner.

Interview Effectiveness

Conducting an examiner interview provides a +21.1% benefit to allowance rate for applications examined by CHANG, AUDREY Y. This interview benefit is in the 65% percentile among all examiners. Recommendation: Interviews provide an above-average benefit with this examiner and are worth considering.

Request for Continued Examination (RCE) Effectiveness

When applicants file an RCE with this examiner, 13.8% of applications are subsequently allowed. This success rate is in the 9% percentile among all examiners. Strategic Insight: RCEs show lower effectiveness with this examiner compared to others. Consider whether a continuation application might be more strategic, especially if you need to add new matter or significantly broaden claims.

After-Final Amendment Practice

This examiner enters after-final amendments leading to allowance in 22.1% of cases where such amendments are filed. This entry rate is in the 28% percentile among all examiners. Strategic Recommendation: This examiner shows below-average receptiveness to after-final amendments. You may need to file an RCE or appeal rather than relying on after-final amendment entry.

Pre-Appeal Conference Effectiveness

When applicants request a pre-appeal conference (PAC) with this examiner, 78.9% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 62% percentile among all examiners. Strategic Recommendation: Pre-appeal conferences show above-average effectiveness with this examiner. If you have strong arguments, a PAC request may result in favorable reconsideration.

Appeal Withdrawal and Reconsideration

This examiner withdraws rejections or reopens prosecution in 79.0% of appeals filed. This is in the 71% percentile among all examiners. Of these withdrawals, 36.1% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner shows above-average willingness to reconsider rejections during appeals. The mandatory appeal conference (MPEP § 1207.01) provides an opportunity for reconsideration.

Petition Practice

When applicants file petitions regarding this examiner's actions, 72.6% are granted (fully or in part). This grant rate is in the 79% percentile among all examiners. Strategic Note: Petitions are frequently granted regarding this examiner's actions compared to other examiners. Per MPEP § 1002.02(c), various examiner actions are petitionable to the Technology Center Director, including prematureness of final rejection, refusal to enter amendments, and requirement for information. If you believe an examiner action is improper, consider filing a petition.

Examiner Cooperation and Flexibility

Examiner's Amendments: This examiner makes examiner's amendments in 3.8% of allowed cases (in the 82% percentile). Per MPEP § 1302.04, examiner's amendments are used to place applications in condition for allowance when only minor changes are needed. This examiner frequently uses this tool compared to other examiners, indicating a cooperative approach to getting applications allowed. Strategic Insight: If you are close to allowance but minor claim amendments are needed, this examiner may be willing to make an examiner's amendment rather than requiring another round of prosecution.

Quayle Actions: This examiner issues Ex Parte Quayle actions in 5.1% of allowed cases (in the 81% percentile). Per MPEP § 714.14, a Quayle action indicates that all claims are allowable but formal matters remain. This examiner frequently uses Quayle actions compared to other examiners, which is a positive indicator that once substantive issues are resolved, allowance follows quickly.

Prosecution Strategy Recommendations

Based on the statistical analysis of this examiner's prosecution patterns, here are tailored strategic recommendations:

  • Prepare for rigorous examination: With a below-average allowance rate, ensure your application has strong written description and enablement support. Consider filing a continuation if you need to add new matter.
  • Expect multiple rounds of prosecution: This examiner issues more office actions than average. Address potential issues proactively in your initial response and consider requesting an interview early in prosecution.
  • Examiner cooperation: This examiner frequently makes examiner's amendments to place applications in condition for allowance. If you are close to allowance, the examiner may help finalize the claims.

Relevant MPEP Sections for Prosecution Strategy

  • MPEP § 713.10: Examiner interviews - available before Notice of Allowance or transfer to PTAB
  • MPEP § 714.12: After-final amendments - may be entered "under justifiable circumstances"
  • MPEP § 1002.02(c): Petitionable matters to Technology Center Director
  • MPEP § 1004: Actions requiring primary examiner signature (allowances, final rejections, examiner's answers)
  • MPEP § 1207.01: Appeal conferences - mandatory for all appeals
  • MPEP § 1214.07: Reopening prosecution after appeal

Important Disclaimer

Not Legal Advice: The information provided in this report is for informational purposes only and does not constitute legal advice. You should consult with a qualified patent attorney or agent for advice specific to your situation.

No Guarantees: We do not provide any guarantees as to the accuracy, completeness, or timeliness of the statistics presented above. Patent prosecution statistics are derived from publicly available USPTO data and are subject to data quality limitations, processing errors, and changes in USPTO practices over time.

Limitation of Liability: Under no circumstances will IronCrow AI be liable for any outcome, decision, or action resulting from your reliance on the statistics, analysis, or recommendations presented in this report. Past prosecution patterns do not guarantee future results.

Use at Your Own Risk: While we strive to provide accurate and useful prosecution statistics, you should independently verify any information that is material to your prosecution strategy and use your professional judgment in all patent prosecution matters.