USPTO Examiner BROUGHTON KATHLEEN M - Art Unit 2661

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
19035653NIGHTTIME UNMANNED AERIAL VEHICLE OBJECT TRACKING METHOD FUSING HYBRID ATTENTION MECHANISMJanuary 2025March 2025Allow200NoNo
18921601EFFICIENT BEHAVIOR PREDICTIONOctober 2024April 2025Allow611YesNo
18644727COUNTERFACTUAL CONTEXT-AWARE TEXTURE LEARNING FOR CAMOUFLAGED OBJECT DETECTIONApril 2024July 2024Allow200NoNo
18697418MULTI-MODAL MODEL TRAINING METHOD AND APPARATUS, IMAGE RECOGNITION METHOD AND APPARATUS, AND ELECTRONIC DEVICEMarch 2024December 2024Allow810NoNo
18521457SERVER, VEHICLE DETECTION SYSTEM, AND VEHICLE DETECTION METHODNovember 2023January 2025Allow1410YesNo
18139172VEHICLE REIDENTIFICATIONApril 2023June 2025Allow2600YesNo
18079234IMAGE PROCESSING APPARATUS AND VEHICLEDecember 2022March 2025Allow2700NoNo
18057582DETERMINING WEIGHTS OF POINTS OF A POINT CLOUD BASED ON GEOMETRIC FEATURESNovember 2022June 2025Allow3010YesNo
17982101DETECTING AN OBJECT IN AN IMAGE USING MULTIBAND AND MULTIDIRECTIONAL FILTERINGNovember 2022June 2025Allow3110YesNo
18051341METHOD AND SYSTEM FOR AR-BASED GRADED MANAGEMENT EDUCATION OF LABORATORY SAFETY RISKOctober 2022January 2025Allow2610YesNo
18049874SYSTEM AND METHOD FOR AUTOMATED CONSTRUCTION OF DATA SETS FOR RETRAINING A MACHINE LEARNING MODELOctober 2022June 2025Allow3210NoNo
17938764SYSTEMS AND METHODS FOR DETECTING VEHICLE TAILGATINGOctober 2022April 2025Allow3020YesNo
17930335SYSTEM AND METHOD FOR ADAPTIVE DISCRETE COSINE TRANSFORM (DCT) NOISE FILTERING FOR DIGITAL IMAGESSeptember 2022March 2025Allow3010YesNo
179024183-DIMENSION PARCEL MEASUREMENT DEVICE ACCORDING TO A CAPTURED IMAGE AND DEPTH MEASUREMENTSeptember 2022April 2025Allow3110NoNo
17823033IMAGE PROCESSING FRAMEWORK FOR PERFORMING OBJECT DEPTH ESTIMATIONAugust 2022March 2025Allow3010YesNo
17896407SENSOR DATA PROCESSING FOR MONITORING DEVICE PERFORMANCEAugust 2022March 2025Allow3010YesNo
17641954IMAGING DEVICE, IMAGING SYSTEM, AND IMAGING METHODAugust 2022April 2025Allow3710YesNo
17891668SYSTEMS AND METHODS FOR PROCESSING MEDICAL IMAGES WITH INVERTIBLE NEURAL NETWORKSAugust 2022March 2025Allow3110YesNo
17877415SYSTEM AND METHOD FOR RARE OBJECT LOCALIZATION AND SEARCH IN OVERHEAD IMAGERYJuly 2022October 2024Allow2710NoNo
17790827SYSTEM AND METHOD FOR DYNAMICALLY PRIORITIZING, ORGANIZING AND DISPLAYING CELLS AND TISSUE IN ORDER OF THEIR DIAGNOSTIC SIGNIFICANCEJuly 2022June 2025Allow3540NoNo
17851024INFORMATION PROCESSING APPARATUS, IMAGE FORMING APPARATUS, AND INFORMATION PROCESSING METHOD FOR AUTOMATICALLY DIVIDING PAGE DATA BASED ON THE HISTORYJune 2022April 2025Allow3310YesNo
17849968DATA PARALLELISM AND HALO EXCHANGE FOR DISTRIBUTED MACHINE LEARNINGJune 2022September 2024Allow2700NoNo
17848689METHOD AND APPARATUS FOR LOW-DOSE X-RAY COMPUTED TOMOGRAPHY IMAGE PROCESSING BASED ON EFFICIENT UNSUPERVISED LEARNING USING INVERTIBLE NEURAL NETWORKJune 2022February 2025Allow3210NoNo
17788579Processing Apparatus and Point Cloud Elimination MethodJune 2022December 2024Allow3010NoNo
17808261GENERATING NOVEL IMAGES USING SKETCH IMAGE REPRESENTATIONSJune 2022January 2025Allow3110YesNo
17838611IMAGE PROCESSING METHOD, IMAGE PROCESSING APPARATUS, IMAGE PROCESSING SYSTEM, AND MEMORY MEDIUMJune 2022October 2024Allow2910NoNo
17782673METHOD FOR CATEGORIZING A ROCK ON THE BASIS OF AT LEAST ONE IMAGEJune 2022March 2025Allow3420YesNo
17782015DEFECT DETECTION IN IMAGE SPACEJune 2022November 2024Allow3010NoNo
17829856CONTROL DEVICE, OPERATION METHOD OF CONTROL DEVICE, AND OPERATION PROGRAM OF CONTROL DEVICEJune 2022November 2024Allow2910NoNo
17825183METHOD FOR CLASSIFICATION OF CHILD SEXUAL ABUSIVE MATERIALS (CSAM) IN AN ANIMATED GRAPHICSMay 2022March 2025Abandon3310NoNo
17754874FREQUENCY DOMAIN-BASED METHOD FOR REMOVING PERIODIC NOISE FROM RECONSTRUCTED LIGHT FIELD IMAGEApril 2022August 2024Allow2810YesNo
17765042ANGULAR MODE SYNTAX FOR TREE-BASED POINT CLOUD CODINGMarch 2022December 2024Allow3311NoNo
17696967METHOD FOR TRAINING A SUPERVISED ARTIFICIAL INTELLIGENCE INTENDED TO IDENTIFY A PREDETERMINED OBJECT IN THE ENVIRONMENT OF AN AIRCRAFTMarch 2022March 2025Abandon3611NoNo
17695016OBJECT RECOGNITION SYSTEM AND OBJECT RECOGNITION METHODMarch 2022June 2024Abandon2710NoNo
17690238Multi-component system for computerized x-ray vision to track motion during surgeryMarch 2022December 2024Abandon3310NoNo
17676426METHOD, DEVICE, AND COMPUTER PROGRAM PRODUCT FOR DATA AUGMENTATIONFebruary 2022February 2024Allow2310YesNo
17672798PLATFORM FOR PERCEPTION SYSTEM DEVELOPMENT FOR AUTOMATED DRIVING SYSTEMFebruary 2022January 2024Allow2300NoNo
17632876SYSTEM, LOCATION INFORMATION MANAGEMENT APPARATUS, LOCATION SPECIFYING METHOD, AND PROGRAMFebruary 2022April 2025Abandon3820YesNo
17580973CLASS DETERMINATION SYSTEM, CLASS DETERMINATION METHOD, AND CLASS DETERMINATION PROGRAMJanuary 2022June 2024Abandon2820NoNo
17627217IMAGE PROCESSING DEVICE AND IMAGE PROCESSING METHODJanuary 2022October 2024Abandon3320YesNo
17573835ELECTRONIC DEVICE FOR PERFORMING INFERENCE USING ARTIFICIAL INTELLIGENCE MODEL, BASED ON ENCRYPTED DATA, AND METHOD OF OPERATING THE SAMEJanuary 2022July 2024Allow3010NoNo
17597404INFORMATION PROCESSING APPARATUS AND INFORMATION PROCESSING METHODJanuary 2022February 2024Abandon2520NoNo
17567912HIGH DENSITY VIRTUAL CONTENT CREATION SYSTEM AND METHODJanuary 2022September 2023Abandon2010NoNo
17624312Damage Detection Apparatus and MethodDecember 2021July 2024Allow3010NoNo
17556202SPECTROMETRY METHOD, SPECTROMETRY SYSTEM, AND COMPUTER PROGRAMDecember 2021June 2024Allow2900NoNo
17644790METHODS AND SYSTEMS FOR SELECTING DATA PROCESSING MODELSDecember 2021December 2024Allow3630YesNo
17554474SYSTEMS AND METHODS FOR AUTOMATED PRODUCT CLASSIFICATIONDecember 2021June 2023Allow1800YesNo
17551621METHOD AND SYSTEM FOR DETECTING AND ANALYZING OBJECTSDecember 2021April 2023Allow1600NoNo
17618660LEARNING DEVICE, TRAFFIC EVENT PREDICTION SYSTEM, AND LEARNING METHODDecember 2021November 2024Abandon3540NoNo
17548743INFORMATION PROCESSING APPARATUS AND INFORMATION PROCESSING METHODDecember 2021February 2024Allow2620YesNo
17618496OUTSIDE ENVIRONMENT RECOGNITION DEVICEDecember 2021March 2024Abandon2720YesNo
17548019METHOD FOR GENERATING IMAGE LABEL, AND DEVICEDecember 2021September 2023Allow2120NoNo
17457179METHODS AND SYSTEMS FOR IMAGE REGISTRATIONDecember 2021August 2024Allow3210NoNo
17457130DEVICE AND METHOD FOR TRAINING A CLASSIFIERDecember 2021July 2024Allow3210NoNo
17538526SERVER, VEHICLE DETECTION SYSTEM, AND VEHICLE DETECTION METHODNovember 2021October 2023Allow2210NoNo
17534558APPLYING SELF-CONFIDENCE IN MULTI-LABEL CLASSIFICATION TO MODEL TRAININGNovember 2021September 2023Allow2210YesNo
17456341SYSTEM AND METHOD FOR MULTI-SENSOR, MULTI-LAYER TARGETED LABELING AND USER INTERFACES THEREFORNovember 2021November 2024Abandon3611NoNo
17595374IMAGE PROCESSING METHOD AND DEVICE, CAMERA APPARATUS AND STORAGE MEDIUMNovember 2021May 2024Allow3010NoNo
17518012AUTOMATIC GENERATION OF TRAINING DATA FOR INSTANCE SEGMENTATION ALGORITHMSNovember 2021July 2024Allow3220NoNo
17513220METHOD AND SYSTEM FOR DETECTION OF WEIGHTED CONTACT LENSES IMPRINTED WITH IRIS IMAGESOctober 2021September 2024Allow3420NoNo
17513559GENERATING ALPHA MATTES FOR DIGITAL IMAGES UTILIZING A TRANSFORMER-BASED ENCODER-DECODEROctober 2021March 2024Allow2910YesNo
17513441METHOD AND APPARATUS FOR FACE RECOGNITION ROBUST TO ALIGNMENT STATUS OF THE FACEOctober 2021April 2024Allow3010NoNo
17513292AUGMENTED REALITY (AR) SELF CHECKOUT ATTENDANTOctober 2021August 2024Allow3420NoNo
17508882CONTOUR-BASED PRIVACY MASKING APPARATUS, CONTOUR-BASED PRIVACY UNMASKING APPARATUS, AND METHOD FOR SHARING PRIVACY MASKING REGION DESCRIPTOROctober 2021August 2024Allow3420NoNo
17499959METHOD AND APPARATUS FOR MULTI-LEARNING RATES OF SUBSTITUTION IN NEURAL IMAGE COMPRESSIONOctober 2021December 2024Allow3830YesNo
17594364METHOD AND SYSTEM FOR GENERATING ATTENUATION MAP FROM SPECT EMISSION DATAOctober 2021April 2024Allow3110YesNo
17449985IMAGERY EVIDENCE MATCHING SYSTEMOctober 2021May 2023Allow2010NoNo
17480840TECHNIQUES FOR ADAPTIVE FRAME-BASED CLIP MATCHING AND FINGERPRINTINGSeptember 2021June 2023Allow2110NoNo
17464521ABOVE-HORIZON TARGET TRACKINGSeptember 2021May 2024Allow3340YesNo
17462493Hardware Accelerator for Integral Image ComputationAugust 2021February 2023Allow1700NoNo
17410630Contextual MatchingAugust 2021May 2024Allow3330YesNo
17405919System and Method for Object Detection and DimensioningAugust 2021July 2023Allow2310NoNo
17378495KEY POINTS DETECTION USING MULTIPLE IMAGE MODALITIESJuly 2021March 2024Allow3210NoNo
17376513METHOD FOR PROCESSING IMAGE DATA USING A NON-LINEAR SCALING MODEL AND A MEDICAL VISUAL AID SYSTEMJuly 2021January 2024Allow3030NoNo
17372917SYSTEMS AND METHODS FOR PREDICTING AND PREVENTING COLLISIONSJuly 2021September 2024Allow3830YesNo
17419784METHOD FOR IMPROVING RELIABILITY OF ARTIFICIAL INTELLIGENCE-BASED OBJECT RECOGNITION USING COLLECTIVE INTELLIGENCE-BASED MUTUAL VERIFICATIONJune 2021July 2023Allow2410NoNo
17361424SYSTEM AND METHOD FOR DETERMINING IF A VEHICLE IS PARKEDJune 2021July 2023Allow2410YesNo
17353036IMAGE PROCESSING APPARATUS, IMAGE PROCESSING METHOD, AND STORAGE MEDIUMJune 2021December 2024Allow4230NoNo
17348251ROAD OBSTACLE DETECTION DEVICE, ROAD OBSTACLE DETECTION METHOD AND PROGRAMJune 2021December 2023Abandon3010NoNo
17337433IMAGE PROCESSING APPARATUS, RADIOGRAPHY SYSTEM, IMAGE PROCESSING METHOD, AND IMAGE PROCESSING PROGRAMJune 2021September 2023Allow2730NoNo
17337829IMAGE MODIFICATIONS FOR CROWDSOURCED SURVEILLANCEJune 2021March 2023Allow2210YesNo
17337959METHOD FOR GENERATING HOLOGRAM BASED ON SEPARATING AXIS AND APPARATUS FOR THE SAMEJune 2021January 2024Abandon3120NoNo
17337431IMAGE PROCESSING APPARATUS, RADIOGRAPHY SYSTEM, IMAGE PROCESSING METHOD, AND IMAGE PROCESSING PROGRAMJune 2021September 2023Abandon2820NoNo
17328952METHOD FOR CLASSIFYING MEASURING POINTS OF A POINT CLOUDMay 2021February 2023Allow2010NoNo
17296161METHOD FOR PROCESSING A NOTE PAGE OF A NOTEBOOK, COMPUTER DEVICE AND STORAGE MEDIUMMay 2021March 2024Abandon3410NoNo
17325862FACE DETECTION METHOD, APPARATUS, AND DEVICE, AND STORAGE MEDIUMMay 2021April 2024Allow3520YesNo
17295631Three-Dimensional Shape Reconstruction from a Topogram in Medical ImagingMay 2021April 2024Allow3520NoNo
17322618CREATING HIGHLIGHT REELS OF USER TRIPSMay 2021April 2024Allow3530YesNo
17321176AIRCRAFT CLASSIFICATION FROM AERIAL IMAGERYMay 2021May 2024Allow3610NoNo
17293958EDGE PRESERVING PENALIZED RECONSTRUCTION FOR STEP-AND-SHOOT AND MOTION COMPENSATED POSITRON EMISSION TOMOGRPAHY (PET) STUDIESMay 2021June 2024Allow3720NoNo
17294071IMAGE PROCESSING METHOD AND IMAGE PROCESSING DEVICEMay 2021September 2024Abandon4020NoNo
17293772SYSTEMS AND METHODS FOR PERFORMING SELF-IMPROVING VISUAL ODOMETRYMay 2021October 2023Allow2910NoNo
17244474Method And Apparatus For Image Restoration, Storage Medium And TerminalApril 2021July 2023Allow2620NoNo
17286877METHOD FOR CONTROLLING THE OPERATION OF A MACHINE FOR HARVESTING ROOT CROPApril 2021February 2025Allow4650YesNo
17232646ADAPTIVE MULTIMODAL SAFETY SYSTEMS AND METHODSApril 2021February 2023Allow2210YesNo
17231958SYSTEM AND METHOD FOR ROBUST IMAGE-QUERY UNDERSTANDING BASED ON CONTEXTUAL FEATURESApril 2021June 2024Allow3831YesNo
17228056SECURITY CAMERA COVERAGE TESTApril 2021February 2023Allow2210NoNo
17283280SYSTEMS AND METHODS FOR 3D SCENE AUGMENTATION AND RECONSTRUCTIONApril 2021April 2024Abandon3620YesNo
17281291IMAGE PROCESSING METHOD AND DEVICE, TRAINING METHOD OF NEURAL NETWORK, AND STORAGE MEDIUMMarch 2021October 2023Allow3110NoNo
17280136SYSTEMS AND METHODS FOR SURFACE NORMALS SENSING WITH POLARIZATIONMarch 2021June 2024Allow3811YesNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner BROUGHTON, KATHLEEN M.

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
4.0%
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 BROUGHTON, KATHLEEN M - Prosecution Strategy Guide

Executive Summary

Examiner BROUGHTON, KATHLEEN M works in Art Unit 2661 and has examined 128 patent applications in our dataset. With an allowance rate of 80.5%, this examiner has a below-average tendency to allow applications. Applications typically reach final disposition in approximately 31 months.

Allowance Patterns

Examiner BROUGHTON, KATHLEEN M's allowance rate of 80.5% places them in the 43% percentile among all USPTO examiners. This examiner has a below-average tendency to allow applications.

Office Action Patterns

On average, applications examined by BROUGHTON, KATHLEEN M receive 1.62 office actions before reaching final disposition. This places the examiner in the 44% 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 BROUGHTON, KATHLEEN M is 31 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 +17.2% benefit to allowance rate for applications examined by BROUGHTON, KATHLEEN M. This interview benefit is in the 63% 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, 38.5% of applications are subsequently allowed. This success rate is in the 85% 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 31.6% of cases where such amendments are filed. This entry rate is in the 38% 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, 0.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 10% percentile among all examiners. Note: Pre-appeal conferences show limited success with this examiner compared to others. While still worth considering, be prepared to proceed with a full appeal brief if the PAC does not result in favorable action.

Appeal Withdrawal and Reconsideration

This examiner withdraws rejections or reopens prosecution in 100.0% of appeals filed. This is in the 90% percentile among all examiners. 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, 75.0% are granted (fully or in part). This grant rate is in the 90% 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 19% 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 1.9% of allowed cases (in the 65% 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:

  • 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.