USPTO Examiner PERLMAN DAVID S - Art Unit 2673

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
18611047SYSTEM AND METHOD FOR DETECTING AND TRACKING AN OBJECTMarch 2024December 2024Allow910YesNo
18608807ADAPTIVE CONCEPT GENERATION BASED ON IMAGE CONTEXTMarch 2024February 2026Allow2300NoNo
18429631METHOD AND APPARATUS FOR SUPPORTING PREDICTION OF NEURODEVELOPMENTAL DISORDER USING FUNDUS IMAGEFebruary 2024January 2026Allow2300NoNo
18409090SYSTEMS, METHODS, AND COMPUTER PROGRAM PRODUCTS FOR OBJECT DETECTION AND ANALYSIS OF AN IMAGEJanuary 2024November 2024Allow1010NoNo
18524690APPARATUS FOR ESTIMATING A DEPTH OF IMAGE AND METHOD THEREOFNovember 2023November 2025Allow2300NoNo
18519674DEEP LEARNING INFERENCE EFFICIENCY TECHNOLOGY WITH EARLY EXIT AND SPECULATIVE EXECUTIONNovember 2023September 2024Allow1010YesNo
18511592DYNAMIC ADJUSTMENT OF GRID RESOLUTION IN IMAGE PROCESSINGNovember 2023February 2026Allow2710NoNo
18508626INFORMATION PROCESSING DEVICE AND INFORMATION PROCESSING METHODNovember 2023September 2024Allow1010NoNo
18289958METHOD FOR SEGMENTING SIGN LANGUAGE INTO MORPHEMES, METHOD FOR PREDICTING MORPHEME POSITIONS, AND METHOD FOR AUGMENTING DATANovember 2023February 2026Allow2710NoNo
18504758MULTIMODAL ARTIFICIAL INTELLIGENCE-BASED COMMUNICATION SYSTEMSNovember 2023February 2026Allow2710YesNo
18496741Online Surgical Phase Recognition with Cross-Enhancement Causal TransformerOctober 2023January 2026Allow2710YesNo
18557006EYEBALL TRACKING METHOD AND VIRTUAL REALITY DEVICEOctober 2023February 2026Allow2810NoNo
18287801ANOMALOUS ROAD SIGNSOctober 2023February 2026Allow2810NoNo
18378094TARGET DETECTION METHOD FOR BLIND AREAS OF VEHICLE, TARGET DETECTION DEVICE, ELECTRONIC DEVICE, AND SOTRAGE MEDIUMOctober 2023December 2025Allow2610NoNo
18552053IMAGE PROCESSING METHOD AND APPARATUSSeptember 2023December 2025Allow2710NoNo
18471378SYSTEMS AND METHODS FOR MEDIA PRIVACYSeptember 2023November 2024Allow1410YesNo
18238382INFORMATION PROCESSING DEVICEAugust 2023August 2024Allow1210NoNo
18238376INFORMATION PROCESSING DEVICEAugust 2023February 2025Allow1820YesNo
18454626METHODS AND SYSTEMS FOR GRAPH-INFERENCE-BASED TEXT EXTRACTION FROM UNSTRUCTURED DOCUMENTSAugust 2023December 2025Allow2800NoNo
18358878SELECTIVE OBJECT TRACKING USING NEURAL NETWORKSJuly 2023December 2025Allow2910YesNo
18259791METHOD FOR MATCHING TEXT TO DESIGN AND DEVICE THEREFORJune 2023March 2024Allow910YesNo
18341245INFORMATION ACQUISITION METHOD BASED ON ALWAYS-ON CAMERAJune 2023November 2025Allow2810YesNo
18340264METHOD FOR OPERATING A TECHNICAL SYSTEM AND TECHNICAL SYSTEMJune 2023December 2025Allow3010NoNo
18338760METHOD AND DEVICE FOR LEARNING FOG-INVARIANT FEATUREJune 2023November 2025Allow2910YesNo
18256923Method for Verifying an Implemented Neural NetworkJune 2023January 2026Allow3210NoNo
18208256CLOUD MODEL ORCHESTRATION OF SPACEBORNE DATAJune 2023June 2025Allow2400YesNo
18327145IMAGE PROCESSING METHOD, INFORMATION PROCESSING APPARATUS, AND NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUM STORING PROGRAMJune 2023September 2025Allow2810NoNo
18201367METHOD FOR CLUSTERING AND IDENTIFYING ANIMALS BASED ON THE SHAPES, RELATIVE POSITIONS AND OTHER FEATURES OF BODY PARTSMay 2023September 2024Allow1610NoNo
18320866IMAGE-BASED DEFECTS IDENTIFICATION AND SEMI-SUPERVISED LOCALIZATIONMay 2023June 2024Allow1330NoNo
18311393SYSTEM AND METHOD FOR PEDESTRIAN ROAD CROSSING INTENTION DETECTIONMay 2023June 2025Allow2500NoNo
18308973METHOD FOR GENERATING A PALM IMAGE BASED ON PARTIAL IMAGES OF A PALMApril 2023June 2025Allow2600NoNo
18174971AI-ASSISTED GENERATION OF ANNOTATED MEDICAL IMAGESFebruary 2023February 2026Allow3520YesNo
18165459TABLE RECOGNITION METHOD AND APPARATUS AND NON-TRANSITORY COMPUTER-READABLE MEDIUMFebruary 2023June 2025Allow2810NoNo
18161469Handheld Object Recognition Method and ApparatusJanuary 2023March 2026Allow3810NoNo
18161628FACIAL EXPRESSION RECOGNITION USING ENROLLMENT IMAGESJanuary 2023March 2026Allow3830YesNo
18006865ANALYSIS SYSTEM AND CONTROL METHOD FOR ANALYSIS SYSTEMJanuary 2023October 2025Allow3310NoNo
18157047METHOD AND SYSTEM FOR IDENTITY VERIFICATIONJanuary 2023March 2026Allow3720NoNo
18156604SYSTEMS AND METHODS FOR DETECTING A DRIVING AREA IN A VIDEOJanuary 2023May 2025Allow2810YesNo
18015301Systems and Methods for Training Multi-Class Object Classification Models with Partially Labeled Training DataJanuary 2023November 2025Allow3420YesNo
18093340METHOD FOR COUNTING SUCKlING PIGLETS BASED ON SELF-ATTENTION SPATIOTEMPORAL FEATURE FUSIONJanuary 2023December 2024Allow2300YesNo
18093185EXTRACTION OF ROUTING CARD INFORMATION OF AN EVENT SYSTEMJanuary 2023February 2026Allow3720YesNo
18090777IMAGE PROCESSING APPARATUSDecember 2022September 2025Allow3210NoNo
18145664UTILITY POLE PIXEL MASKSDecember 2022September 2025Allow3310YesNo
18068944MACHINE LEARNING TECHNIQUES FOR WAFER DEFECT MAP CLASSIFICATIONDecember 2022October 2025Allow3410YesNo
18011210SYSTEM AND METHODS TO OPTIMIZE NEURAL NETWORKS USING SENSOR FUSIONDecember 2022December 2024Allow2400NoNo
18066036UNIQUE SAMPLING OF OBJECTS IN IMAGE DATASETSDecember 2022August 2025Allow3210YesNo
18065718MEDICAL IMAGE PROCESSING APPARATUS, METHOD, AND STORAGE MEDIUMDecember 2022June 2025Allow3010NoNo
18079983APPARATUS AND METHOD FOR RECOGNIZING OBJECTDecember 2022March 2026Allow3910NoNo
18008204CLASS AGNOSTIC REPETITION COUNTING IN VIDEO(S) UTILIZING A TEMPORAL SELF-SIMILARITY MATRIXDecember 2022July 2025Allow3110NoNo
17989527RECONSTRUCTION METHOD AND DEVICE FOR SPECTRAL IMAGENovember 2022January 2026Allow3810NoNo
17980898DETERMINING INCORRECT PREDICTIONS BY, AND GENERATING EXPLANATIONS FOR, MACHINE LEARNING MODELSNovember 2022December 2024Allow2600NoNo
17997709METHODS AND APPARATUS FOR VISUAL-AWARE HIERARCHY-BASED OBJECT RECOGNITIONNovember 2022June 2025Allow3220YesNo
17976177METHOD FOR DISPLAYING RESULT OF DOCUMENT RECOGNITION AND APPARATUS USING SAMEOctober 2022June 2025Abandon3110NoNo
17974453MEDICAL IMAGE PROCESSING METHOD AND APPARATUS, DEVICE, STORAGE MEDIUM, AND PRODUCTOctober 2022March 2025Allow2800NoNo
17902325VISUAL FEATURE SHARING FOR RELATIVE POSESeptember 2022September 2025Allow3710NoNo
17901617UNIFIED SCENE TEXT DETECTION AND LAYOUT ANALYSISSeptember 2022December 2024Allow2700YesNo
17907849IMAGE INPAINTING METHOD AND ELECTRONIC DEVICEAugust 2022January 2025Allow3010YesNo
17822664METHODS, SYSTEMS, ARTICLES OF MANUFACTURE AND APPARATUS TO EXTRACT REGION OF INTEREST TEXT FROM RECEIPTSAugust 2022December 2024Allow2800NoNo
17821230AUGMENTED REALITY PRESENTATIONS OF INFORMATION FROM QUANTIFICATION INSTRUMENTSAugust 2022April 2025Allow3210NoNo
17818681SELF-EMITTING DISPLAY (SED) BURN-IN PREVENTION BASED ON STATIONARY LUMINANCE REDUCTIONAugust 2022November 2024Allow2710YesNo
17817066AUTO-PROGRAMMING DOOR AND CAMERA RELATIONSHIPS FOR A SECURITY SYSTEMAugust 2022March 2025Allow3110NoNo
17793795INFORMATION PROCESSING DEVICE AND ACTION MODE SETTING METHODJuly 2022May 2025Allow3420NoNo
17853440METHOD OF VERIFYING FAULT OF INSPECTION UNIT, INSPECTION APPARATUS AND INSPECTION SYSTEMJune 2022December 2024Allow3010NoNo
17849414CONTACTLESS IMAGE-BASED BLOOD OXYGEN ESTIMATIONJune 2022December 2025Allow4110NoNo
17845198Multi-slice magnetic resonance imaging method and device based on long-distance attention model reconstructionJune 2022October 2024Allow2700NoNo
17831185SYSTEMS AND METHODS FOR ENABLING DETECTION OF THREATS BASED UPON COLORJune 2022November 2024Allow3010NoNo
17804376IDENTIFYING AND LOCALIZING EDITORIAL CHANGES TO IMAGES UTILIZING DEEP LEARNINGMay 2022September 2025Allow3910YesNo
17605349IMAGE PROCESSING METHOD, IMAGE PROCESSING APPARATUS, AND IMAGE PROCESSING SYSTEMMay 2022November 2024Allow3710YesNo
17738316SYSTEM AND METHOD, IN PARTICULAR COMPUTER IMPLEMENTED METHOD FOR DETERMINING A PERTURBATION FOR ATTACKING AND/OR VALIDATING AN OBJECT TRACKERMay 2022September 2024Allow2910NoNo
17774807METHOD AND DEVICE FOR GENERATING LEARNING DATA FOR AN ARTIFICIAL INTELLIGENCE MACHINE FOR AIRCRAFT LANDING ASSISTANCEMay 2022September 2024Allow2910NoNo
17736397Joint Trimap Estimation and Alpha Matte Prediction for Video MattingMay 2022December 2024Abandon3210NoNo
17734611PREDICTIVE CODING OF LENSLET IMAGESMay 2022January 2025Allow3210NoNo
17731575METHOD AND ELECTRONIC DEVICE FOR MULTI-FUNCTIONAL IMAGE RESTORATIONApril 2022July 2025Allow3910YesNo
17772205METHOD AND SYSTEM FOR GENERATING A DEPTH MAPApril 2022June 2025Abandon3710NoNo
17714356Many-to-Many Splatting-based Digital Image SynthesisApril 2022August 2024Allow2810YesNo
17698859IMAGE PROCESSING METHOD AND APPARATUS, STORAGE MEDIUM, AND ELECTRONIC DEVICEMarch 2022April 2025Abandon3620NoNo
17692423DETECTION SYSTEM, CONTROL APPARATUS, DETECTION APPARATUS, AND DETECTION METHODMarch 2022February 2025Abandon3620NoNo
17642016SYSTEMS AND METHODS OF DEEP LEARNING FOR LARGE-SCALE DYNAMIC MAGNETIC RESONANCE IMAGE RECONSTRUCTIONMarch 2022November 2024Allow3210NoNo
17642137NEURAL NETWORK-BASED HIGH-RESOLUTION IMAGE RESTORATION METHOD AND SYSTEMMarch 2022October 2024Allow3110NoNo
17677086INFORMATION OUTPUT APPARATUS, INFORMATION OUTPUT METHOD, AND PROGRAMFebruary 2022April 2025Abandon3820NoNo
17672214SPATIAL INFECTION RISK DETERMINATION SYSTEM, SPATIAL INFECTION RISK DETERMINATION METHOD, AND STORAGE MEDIUMFebruary 2022April 2025Abandon3720YesNo
17670437IMAGE PROCESSING DEVICE AND CONTROL METHOD THEREOF, IMAGING APPARATUS, AND RECORDING MEDIUMFebruary 2022September 2024Allow3110NoNo
17670004DEEP LEARNING FRAMEWORK FOR VIDEO REMASTERINGFebruary 2022August 2025Allow4211NoNo
17566032AR ITEM PLACEMENT IN A VIDEODecember 2021August 2025Allow4420NoNo
17646221IMAGE PROCESSING METHOD AND APPARATUS, MODEL TRAINING METHOD AND APPARATUS, AND STORAGE MEDIUMDecember 2021March 2025Allow3910YesNo
17622126PROCESSING A POINT CLOUDDecember 2021March 2025Allow3910YesNo
17531568TEXT-BASED FRAMEWORK FOR VIDEO OBJECT SELECTIONNovember 2021December 2024Allow3710NoNo
17507688VEHICLE APPARATUS, VEHICLE PROGRAM AND RECODING MEDIA THEREOFOctober 2021September 2024Allow3420YesNo
17501792Intelligent Mobile Oilfield Analytics PlatformOctober 2021October 2024Allow3620YesNo
17477812POINT CLOUD ENCODING METHOD AND APPARATUS, POINT CLOUD DECODING METHOD AND APPARATUS, AND STORAGE MEDIUMSeptember 2021September 2024Allow3600NoNo
17375879WARNING PRESENTATION CONTROL DEVICE, WARNING PRESENTATION CONTROL SYSTEM, METHOD OF CONTROLLING WARNING PRESENTATION, AND RECORDING MEDIUM STORING WARNING PRESENTATION CONTROL PROGRAMJuly 2021October 2024Abandon3920NoNo
17421532INFORMATION PROCESSING DEVICEJuly 2021August 2024Allow3720YesNo
17369837VISION-BASED TACTILE MEASUREMENT METHOD AND APPARATUS, CHIP, AND STORAGE MEDIUMJuly 2021October 2024Allow4010NoNo
17365598UNSUPERVISED DEFORMABLE IMAGE REGISTRATION METHOD USING CYCLE-CONSISTENT NEURAL NETWORK AND APPARATUS THEREFORJuly 2021August 2024Allow3810NoNo
17362825IMAGE SENSOR MAPPING FOR TRAFFIC CONTROL SYSTEMS AND METHODSJune 2021August 2024Allow3820YesNo
17317958SYSTEM FOR JUDGING OR DETERMINING POSITION ON A CROSSING LINE OF A SPORTING COMPETITION, AND METHOD FOR ACTIVATING SAMEMay 2021December 2025Allow5560NoNo
17160271NEIGHBORING BOUNDING BOX AGGREGATION FOR NEURAL NETWORKSJanuary 2021September 2025Allow5530YesYes
17134291EDGE AUTOMATIC AND ADAPTIVE PROCESSING ACTIVATIONSDecember 2020December 2024Abandon4820NoNo
16994936METHOD FOR CLUSTERING AND IDENTIFYING ANIMALS BASED ON THE SHAPES, RELATIVE POSITIONS AND OTHER FEATURES OF BODY PARTSAugust 2020April 2025Allow5631NoNo
15316254IMAGE PROCESSING DEVICE AND IMAGE DISPLAY DEVICEDecember 2016February 2019Allow2720NoNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner PERLMAN, DAVID S.

Strategic Value of Filing an Appeal

Total Appeal Filings
1
Allowed After Appeal Filing
0
(0.0%)
Not Allowed After Appeal Filing
1
(100.0%)
Filing Benefit Percentile
5.5%
Lower 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, 0.0% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is in the bottom 25% across the USPTO, indicating that filing appeals is less effective here than in most other areas.

Strategic Recommendations

Filing a Notice of Appeal shows limited benefit. Consider other strategies like interviews or amendments before appealing.

Examiner PERLMAN, DAVID S - Prosecution Strategy Guide

Executive Summary

Examiner PERLMAN, DAVID S works in Art Unit 2673 and has examined 25 patent applications in our dataset. With an allowance rate of 92.0%, this examiner allows applications at a higher rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 38 months.

Allowance Patterns

Examiner PERLMAN, DAVID S's allowance rate of 92.0% places them in the 78% percentile among all USPTO examiners. This examiner is more likely to allow applications than most examiners at the USPTO.

Office Action Patterns

On average, applications examined by PERLMAN, DAVID S receive 1.76 office actions before reaching final disposition. This places the examiner in the 38% percentile for office actions issued. This examiner issues fewer office actions than average, which may indicate efficient prosecution or a more lenient examination style.

Prosecution Timeline

The median time to disposition (half-life) for applications examined by PERLMAN, DAVID S is 38 months. This places the examiner in the 30% percentile for prosecution speed. Prosecution timelines are slightly slower than average with this examiner.

Interview Effectiveness

Conducting an examiner interview provides a +14.3% benefit to allowance rate for applications examined by PERLMAN, DAVID S. This interview benefit is in the 53% 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, 37.5% of applications are subsequently allowed. This success rate is in the 86% percentile among all examiners. Strategic Insight: RCEs are highly effective with this examiner compared to others. If you receive a final rejection, filing an RCE with substantive amendments or arguments has a strong likelihood of success.

After-Final Amendment Practice

This examiner enters after-final amendments leading to allowance in 83.3% of cases where such amendments are filed. This entry rate is in the 97% percentile among all examiners. Strategic Recommendation: This examiner is highly receptive to after-final amendments compared to other examiners. Per MPEP § 714.12, after-final amendments may be entered "under justifiable circumstances." Consider filing after-final amendments with a clear showing of allowability rather than immediately filing an RCE, as this examiner frequently enters such amendments.

Appeal Withdrawal and Reconsideration

This examiner withdraws rejections or reopens prosecution in 100.0% of appeals filed. This is in the 92% percentile among all examiners. Of these withdrawals, 100.0% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner frequently reconsiders rejections during the appeal process compared to other examiners. Per MPEP § 1207.01, all appeals must go through a mandatory appeal conference. Filing a Notice of Appeal may prompt favorable reconsideration even before you file an Appeal Brief.

Petition Practice

When applicants file petitions regarding this examiner's actions, 200.0% are granted (fully or in part). This grant rate is in the 99% 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 0.0% of allowed cases (in the 22% percentile). This examiner rarely makes examiner's amendments compared to other examiners. You should expect to make all necessary claim amendments yourself through formal amendment practice.

Quayle Actions: This examiner issues Ex Parte Quayle actions in 0.0% of allowed cases (in the 28% percentile). This examiner issues Quayle actions less often than average. Allowances may come directly without a separate action for formal matters.

Prosecution Strategy Recommendations

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

  • Consider after-final amendments: This examiner frequently enters after-final amendments. If you can clearly overcome rejections with claim amendments, file an after-final amendment before resorting to an RCE.
  • RCEs are effective: This examiner has a high allowance rate after RCE compared to others. If you receive a final rejection and have substantive amendments or arguments, an RCE is likely to be successful.
  • Appeal filing as negotiation tool: This examiner frequently reconsiders rejections during the appeal process. Filing a Notice of Appeal may prompt favorable reconsideration during the mandatory appeal conference.

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.