USPTO Examiner BAYAT ALI - Art Unit 2664

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
17133394HIERARCHICAL POINT CLOUD COMPRESSIONDecember 2020August 2022Allow2010NoNo
17131161VALIDATION AND TRAINING SERVICE FOR DYNAMIC ENVIRONMENT PERCEPTION BASED ON LOCAL HIGH CONFIDENCE INFORMATIONDecember 2020April 2024Allow4010NoNo
17124727DEBANDING DETERMINATION METHOD FOR IMAGE AND DEBANDING DETERMINATION CIRCUIT THEREOFDecember 2020August 2022Allow2000NoNo
17118578GESTURE RECOGNITION METHOD AND TERMINAL DEVICE AND COMPUTER READABLE STORAGE MEDIUM USING THE SAMEDecember 2020June 2022Allow1810NoNo
17117387GRASS DETECTION DEVICE AND METHOD THEREOFDecember 2020April 2023Abandon2810NoNo
17112532Point Cloud CompressionDecember 2020May 2022Allow1810NoNo
17112127Selective Extraction of Color Attributes from Digital ImagesDecember 2020September 2022Allow2100NoNo
16951520AUTOMATIC LOW CONTRAST DETECTIONNovember 2020July 2022Allow1910NoNo
16966822Systems and Methods for Quantitative Phenotype AnalysisNovember 2020January 2024Allow4110NoNo
17097734SYSTEMS AND METHODS FOR DETECTING TEXT IN IMAGESNovember 2020December 2022Allow2510NoNo
17055522METHOD AND SYSTEM OF IMAGE RECONSTRUCTION FOR MAGNETIC RESONANCE IMAGINGNovember 2020December 2023Allow3710NoNo
17093060CONTEXT-AWARE TEXT COLOR RECOMMENDATION SYSTEMNovember 2020October 2022Allow2310YesNo
17089919IMAGE IDENTIFICATION APPARATUS, IMAGE IDENTIFICATION METHOD, AND NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUM FOR STORING IMAGE IDENTIFICATION PROGRAMNovember 2020December 2021Allow1300YesNo
17086399IMAGE PROCESSING SYSTEM AND METHODOctober 2020August 2022Allow2210NoNo
17052107METHOD OF DETECTING AND QUANTIFYING BLUR IN A DIGITAL IMAGEOctober 2020January 2022Allow1510NoNo
17052057METHOD AND DEVICE FOR PROCESSING 360-DEGREE IMAGEOctober 2020November 2023Allow3710NoNo
17083654IMAGE PROCESSING APPARATUS AND METHODOctober 2020February 2022Allow1610NoNo
17070402Authentication System And MethodOctober 2020November 2023Allow3710NoNo
17064571APPARATUS AND METHOD FOR DETECTING FOG ON ROADOctober 2020June 2022Allow2010NoNo
17063255AUTOMATED SYSTEM AND METHODOLOGY FOR FEATURE EXTRACTIONOctober 2020April 2022Allow1810NoNo
17035877IMAGE COLORIZATION FOR VEHICULAR CAMERA IMAGESSeptember 2020May 2022Allow2010NoNo
17031393FRY ASSESSMENT SYSTEM AND METHODSeptember 2020March 2022Allow1700NoNo
16981821CONTROLLER FOR A VEHICLESeptember 2020November 2023Allow3801NoNo
17017776MEDICAL IMAGE DIAGNOSTIC APPARATUSSeptember 2020March 2022Allow1800NoNo
16980081METHOD AND SYSTEM FOR TELEDENTISTRY IMAGESSeptember 2020May 2022Allow2010NoNo
16977202Image Processing Method, Image Processing Apparatus, and Storage MediumSeptember 2020May 2022Allow2010NoNo
17006596REFERENCE-FREE SYSTEM FOR DETERMINING QUALITY OF VIDEO DATAAugust 2020March 2022Allow1810YesNo
17006533TILING FORMAT FOR CONVOLUTIONAL NEURAL NETWORKSAugust 2020June 2022Allow2210NoNo
17005041IMAGE PROCESSING APPARATUS, IMAGING APPARATUS, IMAGE PROCESSING METHOD, AND IMAGE PROCESSING PROGRAMAugust 2020July 2022Allow2310YesNo
16948015BALE IDENTIFICATION USING PHOTOGRAPHIC IMAGE OF TWINE PATTERNAugust 2020October 2022Allow2610NoNo
16975231PROCESSING IMAGESAugust 2020January 2024Abandon4110NoNo
16971114INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND PROGRAMAugust 2020May 2022Allow2010NoNo
16995838FACE RECOGNITION DEVICE AND FACE RECOGNITION METHODAugust 2020June 2022Allow2210NoNo
16990840WAVEGUIDE DEVICE INCORPORATING BEAM DIRECTION SELECTIVE LIGHT ABSORBERAugust 2020May 2022Allow2110NoNo
16988019METHOD FOR IDENTIFYING BOUNDARY OF SEDIMENTARY FACIES, COMPUTER DEVICE AND COMPUTER READABLE STORAGE MEDIUMAugust 2020January 2022Allow1700YesNo
16984159IMAGE PROCESSING DEVICE, IMAGE PROCESSING SYSTEM AND IMAGE PROCESSING METHODAugust 2020April 2022Allow2010NoNo
16940178IMAGE PROCESSING APPARATUS, METHOD OF TRACKING A TARGET OBJECT, AND STORAGE MEDIUMJuly 2020March 2022Allow1910YesNo
16962426MURA DETECTING METHOD, DEVICE AND READABLE STORAGE MEDIUMJuly 2020June 2023Allow3510NoNo
16946594VEHICULAR ACCESS SECURITY SYSTEMJune 2020May 2022Allow2310NoNo
16905931Passive Multi-Wearable-Devices TrackingJune 2020January 2023Allow3110YesNo
16906499METHOD AND DEVICE FOR CORRECTING CHROMATIC ABERRATION USING CHROMATIC CHARACTERISTIC VALUESJune 2020April 2022Allow2210NoNo
16904079IMAGE HANDLING AND DISPLAY IN X-RAY MAMMOGRAPHY AND TOMOSYNTHESISJune 2020February 2022Allow2010NoNo
16895233GENERATION METHOD FOR TRAINING DATASET, MODEL GENERATION METHOD, TRAINING DATA GENERATION APPARATUS, INFERENCE APPARATUS, ROBOTIC CONTROLLER, MODEL TRAINING METHOD AND ROBOTJune 2020November 2022Allow3010NoNo
16895640TECHNIQUES FOR TRAINING MACHINE LEARNINGJune 2020February 2023Abandon3210NoNo
16890287System for Information Extraction from Form-Like DocumentsJune 2020March 2022Allow2100NoNo
16889619GENERATIVE AUGMENTATION OF IMAGE DATAJune 2020June 2022Abandon2410NoNo
16888379Systems and Methods of Person Recognition in Video StreamsMay 2020March 2022Allow2110YesNo
16880942Privacy Preserving Artificial Intelligence System For Dental Data From Disparate SourcesMay 2020November 2022Allow2910NoNo
16875499METHODS AND APPARATUSES FOR CORNER DETECTION USING NEURAL NETWORK AND CORNER DETECTORMay 2020February 2023Allow3310NoNo
16875082COLONY CONTRAST GATHERINGMay 2020January 2022Allow2010NoNo
16761278SCATTER LABELED IMAGING OF MICROVASCULATURE IN EXCISED TISSUE (SLIME)May 2020April 2022Allow2400NoNo
16865883CIRCUIT FOR CORRECTING CHROMATIC ABBERATION THROUGH SHARPENINGMay 2020August 2021Allow1500YesNo
16864992COLOR-MATCHING BODY PART TO LIP PRODUCTMay 2020January 2022Allow2110YesNo
16856153MEDICAL IMAGE PROCESSING APPARATUS, ULTRASOUND DIAGNOSIS APPARATUS, AND TRAINED MODEL GENERATING METHODApril 2020October 2022Allow2900NoNo
16852555METHOD AND SYSTEM FOR FAST APPROXIMATE REGION BISECTIONApril 2020April 2022Allow2310NoNo
16852359BBP Assisted Defect Detection Flow for SEM ImagesApril 2020May 2022Allow2500NoNo
16756732Chrominance DenoisingApril 2020August 2021Allow1610NoNo
16850411APPARATUS AND METHOD FOR PERFORMING ARTIFICIAL INTELLIGENCE ENCODING AND ARTIFICIAL INTELLIGENCE DECODING ON IMAGEApril 2020June 2020Allow200NoNo
16756182USING A NEURAL NETWORKApril 2020June 2022Allow2600NoNo
16848623CHARACTERIZATION OF SPECULAR SURFACESApril 2020April 2022Abandon2410NoNo
16848432COLORIMETRY AND IMAGE ANALYSIS DETERMINATION OF SPECIFIC SURFACE AREAApril 2020October 2021Allow1800NoNo
16844018MATERIAL IDENTIFICATION USING MULTI-ENERGY CT IMAGE DATAApril 2020August 2021Allow1700NoNo
16841012ELECTRONIC APPARATUS, CONTROL DEVICE, AND CONTROL METHODApril 2020December 2021Allow2010NoNo
16838969SYSTEMS AND METHODS FOR COMPARING DOCUMENTSApril 2020August 2022Allow2920YesNo
16651804Marker Element and Application Method with ECGMarch 2020July 2022Allow2810NoNo
16833174ENCODER, DECODER, ENCODING METHOD, AND DECODING METHODMarch 2020October 2021Allow1910NoNo
16830523INFORMATION PROCESSING APPARATUS AND NON-TRANSITORY COMPUTER READABLE MEDIUMMarch 2020October 2021Allow1910YesNo
16826851APPARATUS AND METHOD FOR PERFORMING ARTIFICIAL INTELLIGENCE ENCODING AND ARTIFICIAL INTELLIGENCE DECODING ON IMAGEMarch 2020May 2020Allow200YesNo
16823129METHODS AND APPARATUS FOR MACHINE LEARNING MODEL HYPERPARAMETER OPTIMIZATIONMarch 2020September 2022Allow3010NoNo
16647246SKIN COLOR DETECTION METHOD, SKIN COLOR DETECTION APPARATUS, AND STORAGE MEDIUMMarch 2020March 2021Allow1300NoNo
16817389BIN CONTENT VERIFICATIONMarch 2020April 2022Allow2520NoNo
16814730X-RAY IMAGE PROCESSING SYSTEM AND METHOD, AND PROGRAM THEREFORMarch 2020September 2021Allow1810NoNo
16644874TACTILE SENSATION PROVIDING DEVICE AND METHODMarch 2020March 2022Allow2410NoNo
16808298MOTION COMPENSATION IN A THREE DIMENSIONAL SCANMarch 2020December 2021Allow2210NoNo
16799673COMPRESSION AND DECODING OF SINGLE SENSOR COLOR IMAGE DATAFebruary 2020December 2021Allow2210YesNo
16796114SYSTEM AND METHOD FOR QUANTIFYING REFLECTION E.G. WHEN ANALYZING LAMINATED DOCUMENTSFebruary 2020April 2021Allow1410NoNo
16795379METHOD AND SYSTEM FOR CHANGE DETECTION USING AR OVERLAYSFebruary 2020December 2021Allow2210YesNo
16792005METHODS AND SYSTEMS FOR IMAGE PROCESSING WITH MULTIPLE IMAGE SOURCESFebruary 2020November 2021Allow2110NoNo
16639386IMAGE PROCESSOR, IMAGE PROCESSING METHOD, PROGRAM, AND REMOTE COMMUNICATION SYSTEMFebruary 2020May 2021Allow1510NoNo
16639333FEATURE AMOUNT GENERATION DEVICE, FEATURE AMOUNT GENERATING METHOD, AND INFORMATION PROCESSING APPARATUS AND INFORMATION PROCESSING METHODFebruary 2020November 2021Allow2110NoNo
16787546FIDUCIAL MARKER PATTERNS, THEIR AUTOMATIC DETECTION IN IMAGES, AND APPLICATIONS THEREOFFebruary 2020April 2021Allow1410NoNo
16780874CONTRAST ENHANCEMENT AND REDUCTION OF NOISE IN IMAGES FROM CAMERASFebruary 2020April 2021Allow1510NoNo
16779294AUTOMATED METHODS AND SYSTEMS FOR DETECTING CELLS IN STAINED SPECIMEN IMAGESJanuary 2020June 2021Allow1600NoNo
16777098VIRTUAL OBJECT MACHINE LEARNINGJanuary 2020February 2021Allow1210NoNo
16777672COLOR UNMIXING WITH SCATTER CORRECTIONJanuary 2020April 2021Allow1500NoNo
16745495IMAGE CATALOGER BASED ON GRIDDED COLOR HISTOGRAM ANALYSISJanuary 2020June 2020Allow510NoNo
16744661DRUG INSPECTION ASSISTANCE DEVICE, DRUG IDENTIFICATION DEVICE, IMAGE PROCESSING DEVICE, IMAGE PROCESSING METHOD, AND PROGRAMJanuary 2020July 2021Allow1810NoNo
16741994UNDER WATER IMAGE COLOR CORRECTIONJanuary 2020September 2021Allow2010NoNo
16740964System, Apparatus, Method, Program And Recording Medium For Processing ImageJanuary 2020April 2021Allow1530NoNo
16734434COMPUTING DEVICE AND NON-TRANSITORY STORAGE MEDIUM IMPLEMENTING TARGET OBJECT IDENTIFICATION METHODJanuary 2020June 2021Allow1700NoNo
16628620COLOR ENGINEJanuary 2020March 2021Allow1410YesNo
16718304SYSTEMS AND METHODS FOR IMAGE PROCESSINGDecember 2019March 2021Allow1510NoNo
16718198IMAGE PROCESSING APPARATUS, IMAGE PROCESSING METHOD, AND NON-TRANSITORY COMPUTER-READABLE MEDIUMDecember 2019August 2021Allow2010NoNo
16699800METHOD FOR SIMULATING THE REALISTIC RENDERING OF A MAKEUP PRODUCTDecember 2019November 2022Allow3510NoNo
16695030APPLICATION CONTROL AND TEXT DETECTION FROM APPLICATION SCREEN IMAGESNovember 2019July 2021Allow2000NoNo
16694387FIDUCIAL MARKER PATTERNS, THEIR AUTOMATIC DETECTION IN IMAGES, AND APPLICATIONS THEREOFNovember 2019October 2020Allow1010NoNo
16685744DYNAMIC HANDWRITING VERIFICATION, HANDWRITING-BASED USER AUTHENTICATION, HANDWRITING DATA GENERATION, AND HANDWRITING DATA PRESERVATIONNovember 2019July 2020Allow810NoNo
16684412TECHNIQUES TO DYNAMICALLY GATE ENCODED IMAGE COMPONENTS FOR ARTIFICIAL INTELLIGENCE TASKSNovember 2019March 2022Allow2820NoNo
16683293SYSTEM AND METHOD FOR OBJECT DETECTION AND CLASSIFICATION IN AERIAL IMAGERYNovember 2019June 2021Allow1910NoNo
16681333COLONY CONTRAST GATHERINGNovember 2019February 2020Allow310NoNo

Appeals Overview

No appeal data available for this record. This may indicate that no appeals have been filed or decided for applications in this dataset.

Examiner BAYAT, ALI - Prosecution Strategy Guide

Executive Summary

Examiner BAYAT, ALI works in Art Unit 2664 and has examined 305 patent applications in our dataset. With an allowance rate of 95.7%, this examiner allows applications at a higher rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 21 months.

Allowance Patterns

Examiner BAYAT, ALI's allowance rate of 95.7% places them in the 85% 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 BAYAT, ALI receive 0.86 office actions before reaching final disposition. This places the examiner in the 5% percentile for office actions issued. This examiner issues significantly fewer office actions than most examiners.

Prosecution Timeline

The median time to disposition (half-life) for applications examined by BAYAT, ALI is 21 months. This places the examiner in the 90% percentile for prosecution speed. Applications move through prosecution relatively quickly with this examiner.

Interview Effectiveness

Conducting an examiner interview provides a +2.8% benefit to allowance rate for applications examined by BAYAT, ALI. This interview benefit is in the 25% percentile among all examiners. Note: Interviews show limited statistical benefit with this examiner compared to others, though they may still be valuable for clarifying issues.

Request for Continued Examination (RCE) Effectiveness

When applicants file an RCE with this examiner, 38.7% of applications are subsequently allowed. This success rate is in the 89% 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 88.9% of cases where such amendments are filed. This entry rate is in the 98% 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.

Petition Practice

When applicants file petitions regarding this examiner's actions, 48.8% are granted (fully or in part). This grant rate is in the 42% 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 0.0% 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 29% 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.

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.