USPTO Examiner SHARIFF MICHAEL ADAM - Art Unit 2672

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
18674427Multi-Scale Autoencoders for Semiconductor Workpiece UnderstandingMay 2024March 2025Allow1010NoNo
18444524Sliding Window for Image Keypoint Detection and Descriptor GenerationFebruary 2024August 2025Allow1820YesNo
18415942METHOD AND APPARATUS OF DETERMINING DISPENSING POSITION, DISPENSING SYSTEM FOR BATTERIES, ELECTRONIC DEVICE AND MEDIUMJanuary 2024February 2026Allow2500NoNo
18412377PATTERN-TRIGGERED OBJECT MODIFICATION IN AUGMENTED REALITY SYSTEMJanuary 2024June 2025Allow1810YesNo
18403766DISPLAY DEVICE, DISPLAY METHOD, AND COMPUTER-READABLE STORAGE MEDIUMJanuary 2024January 2026Allow2400NoNo
18393046ARTIFICIAL INTELLIGENCE (AI) MODELS TO IMPROVE IMAGE PROCESSING RELATED TO PRE AND POST ITEM DELIVERIESDecember 2023March 2025Allow1510YesNo
18378405IMAGE DETECTION METHOD AND APPARATUSOctober 2023November 2025Allow2500NoNo
18375163CROWDSOURCING SYSTEMS, DEVICE, AND METHODS FOR CURLY HAIR CHARACTERIZATIONSeptember 2023February 2026Allow2810YesNo
18373050System and Method of High Precision Anatomical Measurements of Features of Living Organisms Including Visible Contoured ShapeSeptember 2023October 2025Allow2410YesNo
18469593METHOD AND APPARATUS FOR OBSTACLE DETECTION UNDER COMPLEX WEATHERSeptember 2023October 2025Allow2510NoNo
18242192SYSTEM AND METHOD FOR THREE-DIMENSIONAL SCAN OF MOVING OBJECTS LONGER THAN THE FIELD OF VIEWSeptember 2023January 2025Allow1610NoNo
18456312PERCEPTION NETWORK AND DATA PROCESSING METHODAugust 2023December 2025Allow2810YesNo
18452309GRAPHICAL ToF PHASE UNWRAPPINGAugust 2023November 2024Allow1510NoNo
18366291SYSTEMS AND METHODS FOR DETECTING OBJECTS IN AN IMAGE OF AN ENVIRONMENTAugust 2023September 2024Allow1410YesNo
18225059EYE GESTURE TRACKINGJuly 2023July 2024Allow1210NoNo
18346207COLLABORATIVE ACTIVE LEARNING CLASSIFICATION METHOD FOR HYPERSPECTRAL IMAGES BASED ON CAPSULE NETWORKSJuly 2023November 2025Allow2810YesNo
18198364SYSTEM, METHOD, APPARATUS, AND COMPUTER PROGRAM PRODUCT FOR UTILIZING MACHINE LEARNING TO PROCESS AN IMAGE OF A MOBILE DEVICE TO DETERMINE A MOBILE DEVICE INTEGRITY STATUSMay 2023June 2024Allow1310YesNo
18113790THREE-DIMENSIONAL DATA ENCODING METHOD, THREE-DIMENSIONAL DATA DECODING METHOD, THREE-DIMENSIONAL DATA ENCODING DEVICE, AND THREE-DIMENSIONAL DATA DECODING DEVICEFebruary 2023March 2025Allow2430NoNo
17927739WEAKLY SUPERVISED OBJECT LOCALIZATION METHOD AND SYSTEM FOR IMPLEMENTING THE SAMENovember 2022January 2026Abandon3710NoNo
17988484METHOD, ELECTRONIC DEVICE, AND COMPUTER PROGRAM PRODUCT FOR TARGET IMAGE PROCESSINGNovember 2022January 2026Allow3820NoNo
17963865METHOD AND APPARATUS FOR EXTRACTING FEATURE, DEVICE, AND STORAGE MEDIUMOctober 2022February 2026Abandon4010NoNo
17951997RELATIONSHIP MODELING AND ANOMALY DETECTION BASED ON VIDEO DATASeptember 2022August 2025Allow3510NoNo
17940289IMAGE PROCESSING APPARATUS, RADIATION IMAGING SYSTEM, IMAGE PROCESSING METHOD, AND COMPUTER-READABLE MEDIUM THAT CORRECT A TARGET PIXEL IN A RADIATION IMAGESeptember 2022September 2025Allow3610NoNo
17901707IMAGE DETECTION METHOD AND APPARATUS, COMPUTER DEVICE, AND COMPUTER-READABLE STORAGE MEDIUMSeptember 2022March 2025Allow3110YesNo
17823836AUTOMATED IMAGING SYSTEM FOR OBJECT FOOTPRINT DETECTION AND A METHOD THEREOFAugust 2022December 2025Allow3920NoNo
17822902DEEP LEARNING BASED SINGLE FRAME SUPER RESOLUTION MICROSCOPY IMAGE PROCESSINGAugust 2022February 2025Allow3010NoNo
17891643Location Operation Conflict ResolutionAugust 2022February 2026Allow4231YesNo
17891321BATCH EFFECT MITIGATION IN DIGITIZED IMAGESAugust 2022April 2025Allow3210NoNo
17887197INFORMATION PROCESSING APPARATUS, NON-TRANSITORY COMPUTER READABLE MEDIUM, AND INFORMATION PROCESSING METHODAugust 2022February 2026Abandon4210NoNo
17819305SALIENCY FOR ANCHOR-BASED OBJECT DETECTIONAugust 2022June 2023Allow1000YesNo
17794070IMAGE PROCESSING DEVICEJuly 2022September 2024Allow2600NoNo
17793497INDUSTRIAL EQUIPMENT AND DEVICE MONITORING-ALARM SYSTEM, AND METHOD THEREFORJuly 2022January 2026Abandon4230NoNo
17790020CONTOUR SHAPE RECOGNITION METHODJune 2022September 2024Allow2700NoNo
17783496DECODING METHOD, DECODING APPARATUS, AND PROGRAMJune 2022December 2024Allow3110NoNo
17834900METHOD, DEVICE, AND SYSTEM FOR DETECTING AND TRACKING OBJECTS IN CAPTURED VIDEO USING CONVOLUTIONAL NEURAL NETWORKJune 2022November 2024Allow2900YesNo
17780925Choroidal Neovascularization ClassificationMay 2022March 2025Allow6010YesNo
17747136METHOD OF IDENTIFYING CHARACTERS IN IMAGES, ELECTRONIC DEVICE, AND STORAGE MEDIUMMay 2022December 2024Allow3110NoNo
17663498APPARATUS AND MANUAL PROVIDING APPARATUSMay 2022January 2025Allow3311YesNo
17662281SEMICONDUCTOR PACKAGE INSPECTION WITH PREDICTIVE MODEL FOR WIREBOND RADIO FREQUENCY PERFORMANCEMay 2022January 2025Allow3210NoNo
17730338ULTRASONIC DIAGNOSTIC DEVICE AND DIAGNOSTIC ASSISTING METHODApril 2022January 2025Allow3310YesNo
17728281METHODS FOR TRAINING AND ANALYSING INPUT DATA USING A MACHINE LEARNING MODELApril 2022December 2024Allow3210NoNo
17711679METHOD FOR TRACKING OBJECT WITHIN VIDEO FRAME SEQUENCE, AUTOMATIC PARKING METHOD, AND APPARATUS THEREFORApril 2022July 2025Abandon4020NoNo
17695830MACHINE VISION-BASED TREE RECOGNITION METHOD AND DEVICEMarch 2022October 2024Abandon3110NoNo
17641703Method for Analyzing Image Information Using Assigned Scalar ValuesMarch 2022November 2025Allow4421YesNo
17687664HUMAN ACTIVITY RECOGNITION FUSION METHOD AND SYSTEM FOR ECOLOGICAL CONSERVATION REDLINEMarch 2022August 2024Allow2910YesNo
17686973METHODS AND APPARATUSES FOR WAVEFRONT RECONSTRUCTIONMarch 2022June 2025Allow3920YesNo
17686930Autonomous Measurement of the Zone of Inhibition for Antibacterial SuturesMarch 2022December 2024Allow3310YesNo
17687097TECHNIQUES FOR EXTRACTING AND DISPLAYING SUPERELEVATION DATA FROM 3D ROADWAY MODELSMarch 2022November 2024Allow3210NoNo
17686950AI-BASED OBJECT CLASSIFICATION METHOD AND APPARATUS, AND MEDICAL IMAGING DEVICE AND STORAGE MEDIUMMarch 2022October 2024Allow3110YesNo
17686131SYSTEMS AND METHODS FOR DEEP ORTHOGONAL FUSION FOR MULTIMODAL PROGNOSTIC BIOMARKER DISCOVERYMarch 2022April 2025Allow3720YesNo
17680482SYSTEMS AND METHODS FOR VASCULAR IMAGE CO-REGISTRATIONFebruary 2022May 2024Allow2700YesNo
17569642METHOD AND DEVICE FOR DETECTING PLACEMENT OF WAFERS IN WAFER CASSETTEJanuary 2022October 2024Allow3310NoNo
17565927HOLDUP MEASUREMENT USING QUANTIZED CLASSIFICATION AND CATEGORIZED LOCAL REGRESSIONDecember 2021September 2023Allow2000NoNo
17565405METHOD AND SYSTEM FOR DETECTING SCENE TEXTDecember 2021February 2024Allow2500YesNo
17622462Systems and Methods for Object Detection Using Image TilingDecember 2021June 2025Allow4220YesNo
17548927INSPECTION DEVICE FOR VEHICLE AND METHOD FOR INSPECTING THE VEHICLEDecember 2021February 2025Allow3820NoNo
17548993INFORMATION PROCESSING APPARATUS FOR CAPTURING A MOVING IMAGE USING A CALCULATED EXPOSURE AMOUNT DEPENDENT UPON PARTS AND ORIENTATIONS OF DETECTED HUMAN BODIES IN AN IMAGEDecember 2021July 2025Allow4331NoNo
17548884USER INTERFACE FOR AND METHOD OF PRESENTING RAW IMAGE DATA WITH COMPOSITE IMAGEDecember 2021March 2025Allow3920YesNo
17546081METAL ARTIFACT REDUCTION IN COMPUTED TOMOGRAPHYDecember 2021September 2024Allow3410NoNo
17596139IMAGE PROCESSING APPARATUS, CONVERSION APPARATUS, IMAGE PROCESSING METHOD, CONVERSION METHOD AND PROGRAMDecember 2021May 2024Allow2910YesNo
17294181CONSECUTIVE APPROXIMATION CALCULATION METHOD, CONSECUTIVE APPROXIMATION CALCULATION DEVICE, AND PROGRAMNovember 2021October 2024Abandon4110NoNo
17533394METHOD AND DEVICE FOR CLASSIFING DENSITIES OF CELLS, ELECTRONIC DEVICE USING METHOD, AND STORAGE MEDIUMNovember 2021December 2024Abandon3720NoNo
17529426CELL RECOVERY APPARATUS, CELL RECOVERY METHOD, AND COMPUTER READABLE MEDIUMNovember 2021February 2025Abandon3910NoNo
17436560ILLEGAL BUILDING IDENTIFICATION METHOD AND APPARATUS, DEVICE, AND STORAGE MEDIUMSeptember 2021July 2024Abandon3510NoNo
17402936DEVICE AND METHOD FOR TRAINING A NORMALIZING FLOWAugust 2021December 2023Allow2800YesNo
17389188APPARATUS AND METHODS FOR THREE DIMENSIONAL RETICLE DEFECT SMART REPAIRJuly 2021February 2026Allow5541YesNo
17384637GENERATING OPTICAL FLOW LABELS FROM POINT CLOUDSJuly 2021January 2024Allow3020YesNo
17375650IMAGE ANALYSIS SYSTEM AND OPERATING METHOD OF THE SAMEJuly 2021August 2024Allow3710YesNo
17358850AUTOMATED COMPUTER SYSTEM AND METHOD OF ROAD NETWORK EXTRACTION FROM REMOTE SENSING IMAGES USING VEHICLE MOTION DETECTION TO SEED SPECTRAL CLASSIFICATIONJune 2021November 2023Allow2910YesNo
17353792SYSTEM AND METHOD FOR SUPER-RESOLUTION IMAGE PROCESSING IN REMOTE SENSINGJune 2021October 2023Allow2710NoNo
17339731JOINT FORECASTING OF FEATURE AND FEATURE MOTIONJune 2021August 2023Allow2710YesNo
17333960Automated Spectral Selection for Feature Identification from Remote Sensed ImagesMay 2021January 2024Allow3210NoNo
17332165SYSTEM AND METHOD FOR ENERGY PROJECT STATUS DETECTIONMay 2021October 2024Allow4020YesNo
17295708SYSTEM FOR INTEGRATED DEVICE CONNECTIVITY AND AGILE DEVICE CONTROL FOR DYNAMIC OBJECT TRACKING AND MANAGEMENTMay 2021April 2024Allow3510NoNo
17295172METHOD FOR CONFIGURING A WRISTWATCH STRAPMay 2021March 2025Allow4620NoNo
17324452REAL TIME ENHANCEMENT FOR STREAMING CONTENTMay 2021August 2025Allow5140YesNo
17325093EFFICIENT RETRIEVAL OF SENSOR DATAMay 2021April 2024Allow3510YesNo
17283276METHOD AND APPARATUS FOR CONTEXT-EMBEDDING AND REGION-BASED OBJECT DETECTIONApril 2021October 2023Allow3020NoNo
17214442Synthetically Generating Medical Images Using Deep Convolutional Generative Adversarial NetworksMarch 2021April 2024Allow3610NoNo
17207564METHOD AND APPARATUS FOR GENERATING IMAGE OF WEBPAGE CONTENTMarch 2021August 2023Allow2910YesNo
17203437IMAGE FILLING METHOD AND APPARATUS, DEVICE, AND STORAGE MEDIUMMarch 2021July 2023Allow2810NoNo
17195520SLIDING WINDOW FOR IMAGE KEYPOINT DETECTION AND DESCRIPTOR GENERATIONMarch 2021November 2023Allow3210YesNo
17179676DETECTING IDENTIFICATION TAMPERING USING ULTRA-VIOLET IMAGINGFebruary 2021February 2025Abandon4850YesNo
17180307METHOD AND APPARATUS FOR GENERATING DESCRIPTION INFORMATION OF AN IMAGE, ELECTRONIC DEVICE, AND COMPUTER READABLE STORAGE MEDIUMFebruary 2021April 2024Allow3720NoNo
17098172DATA PROCESSING PLATFORM FOR ANALYZING STEREO-SPATIO-TEMPORAL CROP CONDITION MEASUREMENTS TO SUPPORT PLANT GROWTH AND HEALTH OPTIMIZATIONNovember 2020April 2024Allow4150YesNo
17089269ARTIFICIAL INTELLIGENCE (AI) MODELS TO IMPROVE IMAGE PROCESSING RELATED TO PRE AND POST ITEM DELIVERIESNovember 2020September 2023Allow3511YesNo
17077651EDGE-BASED PROCESSING OF AGRICULTURAL DATAOctober 2020December 2023Allow3810YesNo
17074827ENCODING AND DECODING APPARATUSOctober 2020July 2023Allow3311YesNo
17068340PATTERN-TRIGGERED OBJECT MODIFICATION IN AUGMENTED REALITY SYSTEMOctober 2020October 2023Allow3620NoNo
17030965OBJECT OF INTEREST DETECTOR DISTANCE-BASED MULTI-THRESHOLDINGSeptember 2020October 2023Allow3630YesNo
17030304METHOD FOR REMOVING FRINGE NOISE IN IMAGESeptember 2020March 2023Allow3010NoNo
17028212SYSTEMS AND METHODS FOR LIGHT FIXTURE LOCATION DETERMINATIONSeptember 2020September 2023Allow3640YesYes
16997917Automated Image Processing System for Garment Targeting and GenerationAugust 2020October 2023Abandon3810NoNo
16942836USER-CREATED FINANCIAL INSTRUMENTSJuly 2020August 2024Allow4860YesYes
16961861DATA ANALYSIS DEVICE AND DATA ANALYSIS SYSTEMJuly 2020December 2023Abandon4140YesNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner SHARIFF, MICHAEL ADAM.

Strategic Value of Filing an Appeal

Total Appeal Filings
2
Allowed After Appeal Filing
1
(50.0%)
Not Allowed After Appeal Filing
1
(50.0%)
Filing Benefit Percentile
79.8%
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, 50.0% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is in the top 25% across the USPTO, indicating that filing appeals is particularly effective here. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.

Strategic Recommendations

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

Examiner SHARIFF, MICHAEL ADAM - Prosecution Strategy Guide

Executive Summary

Examiner SHARIFF, MICHAEL ADAM works in Art Unit 2672 and has examined 44 patent applications in our dataset. With an allowance rate of 84.1%, this examiner has an above-average tendency to allow applications. Applications typically reach final disposition in approximately 36 months.

Allowance Patterns

Examiner SHARIFF, MICHAEL ADAM's allowance rate of 84.1% places them in the 59% percentile among all USPTO examiners. This examiner has an above-average tendency to allow applications.

Office Action Patterns

On average, applications examined by SHARIFF, MICHAEL ADAM receive 1.82 office actions before reaching final disposition. This places the examiner in the 41% 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 SHARIFF, MICHAEL ADAM 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 +18.3% benefit to allowance rate for applications examined by SHARIFF, MICHAEL ADAM. This interview benefit is in the 61% 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, 33.3% of applications are subsequently allowed. This success rate is in the 72% 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 18.2% of cases where such amendments are filed. This entry rate is in the 21% 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, 200.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 95% percentile among all examiners. Strategic Recommendation: Pre-appeal conferences are highly effective with this examiner compared to others. Before filing a full appeal brief, strongly consider requesting a PAC. The PAC provides an opportunity for the examiner and supervisory personnel to reconsider the rejection before the case proceeds to the PTAB.

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, 0.0% are granted (fully or in part). This grant rate is in the 4% percentile among all examiners. Strategic Note: Petitions are rarely granted regarding this examiner's actions compared to other examiners. Ensure you have a strong procedural basis before filing a petition, as the Technology Center Director typically upholds this examiner's decisions.

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:

  • 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.
  • Request pre-appeal conferences: PACs are highly effective with this examiner. Before filing a full appeal brief, request a PAC to potentially resolve issues without full PTAB review.
  • 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.