USPTO Examiner SUMMERS GEOFFREY E - Art Unit 2669

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
18896978METHOD AND DEVICE FOR AUTOMATICALLY PRE-DETECTING PAPER CUP DESIGN DEFECTSSeptember 2024November 2024Allow200NoNo
18813094Stream Processing-Based Non-blocking ORB Feature Extraction Accelerator Implemented by FPGAAugust 2024November 2024Allow200NoNo
18638310AI DOWNSCALING APPARATUS AND OPERATING METHOD THEREOF, AND AI UPSCALING APPARATUS AND OPERATING METHOD THEREOFApril 2024November 2024Allow700YesNo
18427851SYSTEMS AND METHODS FOR STATISTICS-BASED DEFECT PIXEL DETECTIONJanuary 2024February 2025Allow1320NoNo
18484992VISION ACQUISITION SYSTEM EQUIPPED IN INTELLIGENT TERMINAL OF SMART LOGISTICS VEHICLEOctober 2023April 2024Allow620NoNo
18472248IMAGE PROCESSING METHOD, SYSTEM, DEVICE AND STORAGE MEDIUMSeptember 2023February 2024Allow500NoNo
18464175IMAGE TAGGING ENGINE SYSTEMS AND METHODS FOR PROGRAMMABLE LOGIC DEVICESSeptember 2023January 2025Abandon1620YesNo
18361916CORRECTION METHOD AND APPARATUS FOR DEPTH IMAGE, AND METHOD FOR WELDING INSPECTION OF SHELL ASSEMBLY OF BATTERYJuly 2023April 2025Allow2100YesNo
18222660CORRELATION-BASED OVERLAY KEY CENTERING SYSTEM AND METHOD THEREOFJuly 2023October 2023Allow310NoNo
18340806REAL-TIME CONFIDENCE-BASED IMAGE HOLE-FILLING FOR DEPTH MAPSJune 2023June 2024Allow1120NoNo
18196719SYSTEMS AND METHODS FOR PRODUCING A FLIPBOOKMay 2023March 2025Allow2210NoNo
18032445MEASUREMENT METHOD AND SYSTEM OF UNDEFORMED CHIP THICKNESS IN MICRO-MILLINGMay 2023November 2023Allow700NoNo
18307254TECHNOLOGIES FOR USING IMAGE DATA ANALYSIS TO ASSESS AND CLASSIFY HAIL DAMAGEApril 2023February 2024Allow1010YesNo
18296717IMAGE RESTORATION METHOD AND DEVICEApril 2023April 2024Allow1210NoNo
18127199METHOD, DEVICE, AND COMPUTER PROGRAM PRODUCT FOR IMAGE PROCESSINGMarch 2023May 2025Allow2600NoNo
18099452Method and Apparatus for In-Field Stereo CalibrationJanuary 2023February 2024Allow1310NoNo
18098904DEPTH COMPLETION METHOD AND APPARATUS USING A SPATIAL-TEMPORALJanuary 2023March 2025Allow2600NoNo
18151104AI FRAME ENGINE FOR MOBILE EDGEJanuary 2023January 2024Allow1210YesNo
18080599VIDEO DEPTH ESTIMATION BASED ON TEMPORAL ATTENTIONDecember 2022January 2024Allow1311NoNo
17970888Semantic Segmentation ArchitectureOctober 2022September 2023Allow1100NoNo
17965217Artificial Intelligence Enabled MetrologyOctober 2022January 2025Allow2741YesNo
17952141METHOD, APPARATUS, ELECTRONIC DEVICE, AND STORAGE MEDIUM FOR DETERMINING DEFECT SHAPE OF WAFERSeptember 2022September 2024Abandon2320YesNo
17942428METHOD AND APPARATUS FOR PROCESSING AN IMAGE OF A ROAD TO IDENTIFY A REGION OF THE IMAGE WHICH REPRESENTS AN UNOCCUPIED AREA OF THE ROADSeptember 2022February 2023Allow520YesNo
17882784SYSTEM AND METHOD FOR PET-CT IMAGE ARTIFACT EVALUATION AND CORRECTIONAugust 2022February 2025Allow3100NoNo
17871958POSE ESTIMATION AND CORRECTIONJuly 2022January 2025Allow3000NoNo
17870496WIRE SEGMENTATION FOR IMAGES USING MACHINE LEARNINGJuly 2022December 2024Allow2900NoNo
17811215OBJECT-BASED SHORT RANGE MEASUREMENT METHOD, DEVICE AND SYSTEM, AND STORAGE MEDIUMJuly 2022September 2024Allow2600NoNo
17851185JAW TRACKING WITHOUT MARKERS FOR FACIAL PERFORMANCE CAPTUREJune 2022June 2024Allow2310YesNo
17747837HAND POSTURE ESTIMATION METHOD, APPARATUS, DEVICE, AND COMPUTER STORAGE MEDIUMMay 2022February 2025Allow3310NoNo
17740763THREE-DIMENSIONAL GEOMETRY MEASUREMENT APPARATUS AND THREE-DIMENSIONAL GEOMETRY MEASUREMENT METHODMay 2022February 2023Allow910NoNo
17726149GLOBAL AND LOCAL BINARY PATTERN IMAGE CRACK SEGMENTATION METHOD BASED ON ROBOT VISIONApril 2022October 2022Allow510NoNo
17723767APPARATUS AND METHOD FOR IMAGE SEGMENTATIONApril 2022February 2025Allow3410YesNo
17718158TRAINING METHOD FOR EXPRESSION TRANSFER MODEL, EXPRESSION TRANSFER METHOD AND APPARATUSApril 2022April 2025Allow3620YesNo
17754601IMAGE DESCRIPTION GENERATION METHOD, APPARATUS AND SYSTEM, AND MEDIUM AND ELECTRONIC DEVICEApril 2022May 2024Allow2500NoNo
17711546CELL NUCLEI CLASSIFICATION WITH ARTIFACT AREA AVOIDANCEApril 2022June 2024Allow2701YesNo
17709303CHEMICAL-DOSE SUBSTRATE DEPOSITION MONITORINGMarch 2022February 2025Allow3411YesNo
17764409SPLITTING AND SCALING IMAGES FOR INPUT TO A MODEL AND METHOD, MEDIUM, AND DEVICE THEREFORMarch 2022May 2025Allow3820NoNo
17700885OBJECT POSITIONING METHOD AND SYSTEMMarch 2022June 2024Allow2700NoNo
17694687System and Method for Image InpaintingMarch 2022September 2022Allow610YesNo
17688564Method For Super Resolution Imaging Based On Deep LearningMarch 2022May 2022Allow200YesNo
17678904COMPUTING OPTICAL FLOW USING SEMI-GLOBAL MATCHINGFebruary 2022March 2025Allow3610YesNo
17592096PREDICTING IMAGE WARPING FOR STRUCTURE FROM MOTION USING NEURAL NETWORKSFebruary 2022February 2025Allow3611NoNo
17584421HIGH-PRECISION WATERWAY RECONSTRUCTION METHOD BASED ON MULTI-SATELLITE SOURCE INFORMATION COUPLINGJanuary 2022May 2024Allow2800NoNo
17576198MODEL TRAINING METHOD AND APPARATUS, KEYPOINT POSITIONING METHOD AND APPARATUS, DEVICE AND MEDIUMJanuary 2022March 2024Abandon2600NoNo
17574396BLOCK-BASED NOISE REDUCTION INTENSITY DETERMINATION METHOD AND DEVICEJanuary 2022August 2024Allow3120YesNo
17570390NETWORK SERVER AND METHOD FOR CONTROLLING USER TERMINAL ASSOCIATED WITH DOORBELL INCLUDING CAMERAJanuary 2022September 2024Allow3310YesNo
17571400VOLUMETRIC MEASURING METHOD AND APPARATUS BASED ON TIME-OF-FLIGHT DEPTH CAMERAJanuary 2022March 2022Allow300NoNo
17562648PRODUCT MANAGEMENT SERVER AND PRODUCT MANAGEMENT METHODDecember 2021May 2025Abandon4020NoNo
17596794DEPTH ESTIMATION USING A NEURAL NETWORKDecember 2021June 2025Allow4230YesNo
17552459AUGMENTED-REALITY OBJECT LOCATION-ASSIST SYSTEMDecember 2021October 2024Allow3420YesNo
17552542INTELLIGENT DATA EXTRACTION SYSTEM AND METHODDecember 2021March 2024Allow2700NoNo
17552182IMAGE STITCHINGDecember 2021November 2024Abandon3510NoNo
17552307Authentication Method Based On Anonymous Biometrics AlgorithmsDecember 2021September 2024Abandon3301NoNo
17546901TRAINING SELF-CLASSIFIER USING IMAGE AUGMENTATIONS AND UNIFORM PRIORDecember 2021May 2025Allow4131YesNo
17614200VIDEO MAGNIFICATION USING ANISOTROPY MEASURE FOR NOISE REDUCTIONNovember 2021February 2025Allow3930YesNo
17456554IMAGING SYSTEMS AND METHODS FOR EXTENDING TRUNCATED PROJECTION DATANovember 2021July 2025Allow4341YesNo
17526886Efficient Neural Networks via Ensembles and CascadesNovember 2021February 2025Allow3920YesNo
17520553IMAGE PROCESSING APPARATUS HAVING INTERACTION MAP TO DETECT STATE OF MOTION, IMAGE PROCESSING METHOD, AND STORAGE MEDIUMNovember 2021February 2025Abandon4020NoNo
17503549MONOCULAR POSE ESTIMATION AND CORRECTIONOctober 2021April 2022Allow610NoNo
17449397VEHICLE LOCATING METHOD, ELECTRONIC DEVICE AND STORAGE MEDIUMSeptember 2021January 2025Abandon3920NoNo
17475099COMPLEMENTARY LEARNING FOR MULTI-MODAL SALIENCY DETECTIONSeptember 2021April 2024Allow3110NoNo
17469840FISHEYE CAMERA CALIBRATION SYSTEM, METHOD AND ELECTRONIC DEVICESeptember 2021August 2022Allow1211YesNo
17464488METHOD AND SYSTEM FOR AUTOMATIC EXTRACTION OF VIRTUAL ON-BODY INERTIAL MEASUREMENT UNITSSeptember 2021October 2024Allow3720YesNo
17460291JOINT IMAGE UNFOLDING APPARATUS, JOINT IMAGE UNFOLDING METHOD, AND JOINT IMAGE UNFOLDING PROGRAMAugust 2021December 2024Allow3930YesNo
17411339DIMENSIONAL MEASUREMENT METHOD BASED ON DEEP LEARNINGAugust 2021October 2023Allow2611NoNo
17432910METHOD FOR CORRECTING A CONTOURAugust 2021May 2024Allow3310YesNo
17431200POSITION COORDINATE DERIVATION DEVICE, POSITION COORDINATE DERIVATION METHOD, POSITION COORDINATE DERIVATION PROGRAM, AND SYSTEMAugust 2021December 2023Allow2810NoNo
17401760METHOD FOR QUANTITATIVELY IDENTIFYING THE DEFECTS OF LARGE-SIZE COMPOSITE MATERIAL BASED ON INFRARED IMAGE SEQUENCEAugust 2021December 2022Allow1600NoNo
17310422SYSTEM AND METHOD FOR USE IN GEO-SPATIAL REGISTRATIONAugust 2021April 2024Abandon3210NoNo
17427788Image Processing Method and DeviceAugust 2021September 2024Abandon3820NoNo
17443943X-RAY IMAGING APPARATUS AND X-RAY IMAGE PROCESSING METHODJuly 2021August 2024Allow3720NoNo
17385959Region-growing Motion Tracking Method Based on Bayesian Inference and Polynomial FittingJuly 2021November 2021Allow400NoNo
17384654OPTICAL FLOW BASED MOTION DETECTIONJuly 2021January 2023Allow1800NoNo
17422652ELECTRICAL PRODUCT MANAGEMENT SYSTEMJuly 2021September 2024Abandon3820NoNo
17374439IMAGE FORGERY DETECTION VIA PIXEL-METADATA CONSISTENCY ANALYSISJuly 2021July 2024Allow3621YesNo
17367524METHODS AND SYSTEMS FOR HIGH DEFINITION IMAGE MANIPULATION WITH NEURAL NETWORKSJuly 2021October 2023Allow2700NoNo
17356216Hierarchical Grid Interpolation Systems and MethodsJune 2021July 2024Allow3720YesNo
17347981METHOD FOR GENERATING PROJECTION IMAGE WITH SCALING ADJUSTMENT AND SEAM CUT STITCHINGJune 2021October 2023Allow2800NoNo
17312276AI DOWNSCALING APPARATUS AND OPERATING METHOD THEREOF, AND AI UPSCALING APPARATUS AND OPERATING METHOD THEREOFJune 2021January 2024Allow3110YesNo
17322545Method, System and Apparatus for Object Detection in Point CloudsMay 2021September 2024Abandon4020NoNo
17322562GENERATING HIGH RESOLUTION FIRE DISTRIBUTION MAPS USING GENERATIVE ADVERSARIAL NETWORKSMay 2021February 2025Abandon4530YesNo
17290609RELIABLE DETECTION OF CONTAINER CRANE AND HARNESSApril 2021November 2021Allow600NoNo
17245393INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND STORAGE MEDIUM FOR GENERATING LEARNING DATA USED FOR MACHINE LEARNINGApril 2021April 2024Allow3511YesNo
17240360IMAGE PROCESSING APPARATUS AND METHOD OF OPERATING THE SAMEApril 2021February 2023Allow2200YesNo
17287421UNSUPERVISED ENROLLMENT FOR ANTI-THEFT FACIAL RECOGNITION SYSTEMApril 2021May 2025Abandon4840YesNo
17227050SKY SEGMENTOR USING CANNY LINESApril 2021December 2023Allow3210NoNo
17212912WAFER PROCESSING METHOD AND APPARATUS, STORAGE MEDIUM AND ELECTRONIC DEVICEMarch 2021February 2024Allow3510NoNo
17210818DEVICE AND METHOD FOR UPSCALING RESOLUTION BASED ON SLICE IMAGEMarch 2021December 2023Allow3310YesNo
17199203TECHNOLOGIES FOR USING IMAGE DATA ANALYSIS TO ASSESS AND CLASSIFY HAIL DAMAGEMarch 2021February 2023Allow2310YesNo
17188872METHOD, SYSTEM, AND COMPUTER-READABLE MEDIUM FOR IMPROVING QUALITY OF LOW-LIGHT IMAGESMarch 2021April 2022Allow1300YesNo
17157990White Background Protection in SRGAN Based Super ResolutionJanuary 2021July 2022Allow1800NoNo
17149097IMAGE PROCESSING FOR PRINTED CIRCUIT BOARD COMPONENT DETECTIONJanuary 2021January 2022Allow1200YesNo
17144663IMAGE PROCESSING APPARATUS, CONTROL METHOD FOR AN IMAGE PROCESSING APPARATUS, AND MEDIUMJanuary 2021October 2022Allow2120NoNo
17141770METHOD AND APPARATUS FOR DETECTING DEFECTS ON SUBSTRATEJanuary 2021October 2022Allow2100NoNo
17256153MONITORING LIVESTOCK IN AN AGRICULTURAL PENDecember 2020November 2024Allow4720YesNo
17131045ONLINE DISTILLATION USING FRAME CACHEDecember 2020December 2022Allow2420YesNo
17125316METHOD FOR RECONSTRUCTING AN IMAGEDecember 2020June 2022Abandon1810NoNo
17123540METHOD AND APPARATUS FOR PROCESSING SPARSE POINTSDecember 2020April 2022Allow1610YesNo
16973928PROCESS AND SYSTEM FOR IN-LINE INSPECTION OF PRODUCT STREAM FOR DETECTION OF FOREIGN OBJECTSDecember 2020August 2024Abandon4410NoNo
17113397AI FRAME ENGINE FOR MOBILE EDGEDecember 2020October 2022Allow2211YesNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner SUMMERS, GEOFFREY E.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
2
Examiner Affirmed
2
(100.0%)
Examiner Reversed
0
(0.0%)
Reversal Percentile
8.9%
Lower than average

What This Means

With a 0.0% reversal rate, the PTAB affirms the examiner's rejections in the vast majority of cases. This reversal rate is in the bottom 25% across the USPTO, indicating that appeals face significant challenges here.

Strategic Value of Filing an Appeal

Total Appeal Filings
5
Allowed After Appeal Filing
2
(40.0%)
Not Allowed After Appeal Filing
3
(60.0%)
Filing Benefit Percentile
63.7%
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, 40.0% 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 SUMMERS, GEOFFREY E - Prosecution Strategy Guide

Executive Summary

Examiner SUMMERS, GEOFFREY E works in Art Unit 2669 and has examined 390 patent applications in our dataset. With an allowance rate of 75.6%, this examiner has a below-average tendency to allow applications. Applications typically reach final disposition in approximately 27 months.

Allowance Patterns

Examiner SUMMERS, GEOFFREY E's allowance rate of 75.6% places them in the 33% percentile among all USPTO examiners. This examiner has a below-average tendency to allow applications.

Office Action Patterns

On average, applications examined by SUMMERS, GEOFFREY E receive 1.54 office actions before reaching final disposition. This places the examiner in the 39% 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 SUMMERS, GEOFFREY E is 27 months. This places the examiner in the 57% percentile for prosecution speed. Prosecution timelines are slightly faster than average with this examiner.

Interview Effectiveness

Conducting an examiner interview provides a +28.5% benefit to allowance rate for applications examined by SUMMERS, GEOFFREY E. This interview benefit is in the 79% percentile among all examiners. Recommendation: Interviews are highly effective with this examiner and should be strongly considered as a prosecution strategy. Per MPEP § 713.10, interviews are available at any time before the Notice of Allowance is mailed or jurisdiction transfers to the PTAB.

Request for Continued Examination (RCE) Effectiveness

When applicants file an RCE with this examiner, 31.1% of applications are subsequently allowed. This success rate is in the 55% percentile among all examiners. Strategic Insight: RCEs show above-average effectiveness with this examiner. Consider whether your amendments or new arguments are strong enough to warrant an RCE versus filing a continuation.

After-Final Amendment Practice

This examiner enters after-final amendments leading to allowance in 21.9% of cases where such amendments are filed. This entry rate is in the 20% percentile among all examiners. Strategic Recommendation: This examiner rarely enters after-final amendments compared to other examiners. You should generally plan to file an RCE or appeal rather than relying on after-final amendment entry. Per MPEP § 714.12, primary examiners have discretion in entering after-final amendments, and this examiner exercises that discretion conservatively.

Pre-Appeal Conference Effectiveness

When applicants request a pre-appeal conference (PAC) with this examiner, 40.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 35% percentile among all examiners. Note: Pre-appeal conferences show below-average success with this examiner. Consider whether your arguments are strong enough to warrant a PAC request.

Appeal Withdrawal and Reconsideration

This examiner withdraws rejections or reopens prosecution in 66.7% of appeals filed. This is in the 44% percentile among all examiners. Of these withdrawals, 50.0% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner shows below-average willingness to reconsider rejections during appeals. Be prepared to fully prosecute appeals if filed.

Petition Practice

When applicants file petitions regarding this examiner's actions, 38.1% are granted (fully or in part). This grant rate is in the 35% percentile among all examiners. Strategic Note: Petitions show below-average success regarding this examiner's actions. Ensure you have a strong procedural basis before filing.

Examiner Cooperation and Flexibility

Examiner's Amendments: This examiner makes examiner's amendments in 0.3% of allowed cases (in the 52% percentile). This examiner makes examiner's amendments more often than average to place applications in condition for allowance (MPEP § 1302.04).

Quayle Actions: This examiner issues Ex Parte Quayle actions in 1.4% of allowed cases (in the 60% percentile). This examiner issues Quayle actions more often than average when claims are allowable but formal matters remain (MPEP § 714.14).

Prosecution Strategy Recommendations

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

  • Prioritize examiner interviews: Interviews are highly effective with this examiner. Request an interview after the first office action to clarify issues and potentially expedite allowance.
  • Plan for RCE after final rejection: This examiner rarely enters after-final amendments. Budget for an RCE in your prosecution strategy if you receive a final rejection.

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.