USPTO Examiner ISMAIL OMAR S - Art Unit 2635

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
18860806CASCADED OPTICAL PULSE DISTRIBUTION NETWORK FOR GENERATION OF REPLICATED OPTICAL PULSESOctober 2024February 2025Allow400NoNo
18831207SUPER SYSTEM ON CHIPSeptember 2024March 2025Allow600NoNo
18831206INTELLIGENT (SELF-LEARNING) SUBSYSTEM IN ACCESS NETWORKSSeptember 2024February 2025Allow510YesNo
18750756RADIOMIC SIGNATURE OF ADIPOSEJune 2024June 2025Allow1210NoNo
18744954SYSTEM, APPARATUS AND METHOD FOR TWO-WAY TRANSPORT OF DATA OVER A SINGLE FIBER STRANDJune 2024February 2025Allow810NoNo
18744328PROCESSING OF BRAIN IMAGE DATA TO ASSIGN VOXELS TO PARCELLATIONSJune 2024April 2025Allow1010NoNo
18646112SYSTEM AND METHOD OF DISPLAYING IMAGES FROM IMAGING DEVICESApril 2024May 2025Allow1310NoNo
18632463DEEP LEARNING BASED IMAGE ENHANCEMENTApril 2024March 2025Allow1110NoNo
18600778IMAGE PROCESSING APPARATUS, IMAGE PROCESSING METHOD, AND IMAGE PROCESSING PROGRAMMarch 2024January 2025Allow1010NoNo
18599029IMAGE GENERATION USING ADVERSARIAL ATTACKS FOR IMBALANCED DATASETSMarch 2024January 2025Allow1010YesNo
18431151Deep Learning Models For Region Of Interest DeterminationFebruary 2024October 2024Allow810NoNo
18401627Method for automated prediction of user data and features using a predictive modelDecember 2023March 2024Allow200NoNo
18545172EYE TRACKING IN NEAR-EYE DISPLAYSDecember 2023January 2025Allow1310NoNo
18544347TRAINING NEURAL NETWORKS USING DATA AUGMENTATION POLICIESDecember 2023March 2025Allow1510NoNo
18538234Reservation booking using wearable-based health state verificationsDecember 2023September 2024Allow900NoNo
18445647Intelligent (self-learning) subsystem in access networksDecember 2023May 2024Allow500NoNo
18531715DETECTING CONTENT IN A REAL-TIME VIDEO STREAM RECORDED BY A DETECTION UNITDecember 2023August 2024Allow810NoNo
18501542DATA PROCESSING SYSTEMS INCLUDING OPTICAL COMMUNICATION MODULESNovember 2023April 2024Allow510NoNo
18384586MULTI-TURN DIALOGUE RESPONSE GENERATION USING ASYMMETRIC ADVERSARIAL MACHINE CLASSIFIERSOctober 2023June 2024Allow800NoNo
184878003D POSE ESTIMATION IN ROBOTICSOctober 2023August 2024Allow1010NoNo
18449512CHROMATIC DISPERSION PRE-COMPENSATION OVER BI-DIRECTIONAL OPTICAL LINKAugust 2023June 2025Allow2200NoNo
18360078OPTICAL TRANSMITTER, OPTICAL COMMUNICATION SYSTEM, AND OPTICAL COMMUNICATION METHODJuly 2023July 2024Allow1110NoNo
18224354MODULAR ANTENNA SYSTEMS AND RELATED METHODS OF MANUFACTUREJuly 2023July 2024Allow1210NoNo
18222253MANAGEMENT SYSTEM, MANAGEMENT APPARATUS, AND MANAGEMENT METHODJuly 2023May 2025Allow2200NoNo
18344577IMAGES FOR PERCEPTION MODULES OF AUTONOMOUS VEHICLESJune 2023August 2024Allow1410NoNo
18210352IMAGE TRANSLATION FOR IMAGE RECOGNITION TO COMPENSATE FOR SOURCE IMAGE REGIONAL DIFFERENCESJune 2023September 2024Allow1510YesNo
18202970SYSTEM AND METHOD FOR GENERATING LARGE SIMULATION DATA SETS FOR TESTING AN AUTONOMOUS DRIVERMay 2023January 2025Allow1910NoNo
18201937LEARNING AND DETECTION METHOD OF NEURAL NETWORK MODEL FOR FLAME DETERMINATION, AND APPARATUS PERFORMING THE SAMEMay 2023April 2024Allow1010NoNo
18316365NEURAL NETWORK MODEL TRAINING METHOD, IMAGE PROCESSING METHOD, AND APPARATUSMay 2023June 2025Allow2500NoNo
18141603DATA AUGMENTATION METHOD, LEARNING DEVICE, AND RECORDING MEDIUMMay 2023May 2025Allow2500NoNo
18299208DETECTING CONTENT IN A REAL-TIME VIDEO STREAM RECORDED BY A DETECTION UNITApril 2023November 2023Allow810NoNo
18297342MACHINE LEARNING CLASSIFICATION BASED ON SEPARATE PROCESSING OF MULTIPLE VIEWSApril 2023March 2024Allow1110NoNo
18194526COMPUTER IMPLEMENTED METHOD FOR CONTINUAL LEARNING OF A PLURALITY OF TASKSMarch 2023June 2025Allow2700NoNo
18122597SYSTEMS AND METHODS FOR IDENTIFYING A SOURCE OF A DEGRADATION IN A PASSIVE OPTICAL NETWORKMarch 2023September 2023Allow610NoNo
18114567MULTI-TURN DIALOGUE RESPONSE GENERATION USING ASYMMETRIC ADVERSARIAL MACHINE CLASSIFIERSFebruary 2023August 2023Allow510NoNo
18174856LANDMARK DETECTION USING CURVE FITTING FOR AUTONOMOUS DRIVING APPLICATIONSFebruary 2023April 2025Allow2510YesNo
18113975DATA PROCESSING SYSTEMS INCLUDING OPTICAL COMMUNICATION MODULESFebruary 2023August 2023Allow510NoNo
18112081OPTICAL AMPLIFIER BURST MODE COMMUNICATION WITH VARIABLE DUTY CYCLEFebruary 2023November 2023Allow910NoNo
18168247DETECTING INTERACTIONS WITH NON-DISCRETIZED ITEMS AND ASSOCIATING INTERACTIONS WITH ACTORS USING DIGITAL IMAGESFebruary 2023October 2023Allow810NoNo
18108956LIGHTWEIGHT MODEL TRAINING METHOD, IMAGE PROCESSING METHOD, ELECTRONIC DEVICE, AND STORAGE MEDIUMFebruary 2023May 2025Allow2700NoNo
18108282TRAINING IMAGE CLASSIFIERSFebruary 2023February 2024Allow1210NoNo
18165934LEARNING APPARATUS, LEARNING METHOD, PROGRAM, TRAINED MODEL, AND ENDOSCOPE SYSTEMFebruary 2023April 2025Allow2600NoNo
18159492TEACHING STUDENT NETWORK FOR END-TO-END SEMI-SUPERVISED OBJECT DETECTIONJanuary 2023April 2025Allow2600NoNo
18084159VARIABLE BANDWIDTH FREE-SPACE OPTICAL COMMUNICATION SYSTEM FOR AUTONOMOUS OR SEMI-AUTONOMOUS PASSENGER VEHICLESDecember 2022March 2024Allow1520NoNo
18081719KERNEL TRANSFERDecember 2022June 2025Allow3010NoNo
18009138AUTOMATED DISEASE DETECTION SYSTEMDecember 2022April 2025Allow2900NoNo
17987987IMAGE PROCESSING METHOD AND APPARATUSNovember 2022May 2025Allow3010NoNo
18051747METHOD OF REFLECTION REMOVAL BASED ON A GENERATIVE ADVERSARIAL NETWORK USED FOR TRAINING OF AN ADAS CAMERA OF A VEHICLENovember 2022March 2025Allow2800NoNo
18050563ELECTRONIC INFORMATION EXTRACTION USING A MACHINE-LEARNED MODEL ARCHITECTURE METHOD AND APPARATUSOctober 2022December 2024Allow2500NoNo
17967620DESIGN OF ENGINEERING COMPONENTSOctober 2022March 2025Allow2910NoNo
17964705METHOD FOR RECONSTRUCTING DENDRITIC TISSUE IN IMAGE, DEVICE AND STORAGE MEDIUMOctober 2022April 2025Allow3010NoNo
18045820Generation of concepts for lane and road boundary predictionOctober 2022February 2025Allow2910NoNo
18045722DISTANCE-BASED LEARNING CONFIDENCE MODELOctober 2022March 2024Allow1710NoNo
17959915DIFFUSION-BASED GENERATIVE MODELING FOR SYNTHETIC DATA GENERATION SYSTEMS AND APPLICATIONSOctober 2022January 2025Allow2700NoNo
17957639EXPOSURE DEFECTS CLASSIFICATION OF IMAGES USING A NEURAL NETWORKSeptember 2022July 2024Allow2210YesNo
17934671SYSTEMS AND METHODS FOR VISUAL QUESTION ANSWERINGSeptember 2022March 2025Allow3010YesNo
17948822SYSTEMS AND METHODS FOR MEDICAL IMAGE FUSIONSeptember 2022March 2025Allow3010NoNo
17947045DATA PROCESSING SYSTEMS INCLUDING OPTICAL COMMUNICATION MODULESSeptember 2022October 2024Allow2520NoNo
17940733METHOD, ELECTRONIC DEVICE, AND COMPUTER PROGRAM PRODUCT FOR PROCESSING POINT CLOUDSeptember 2022June 2025Allow3310NoNo
17899786OPTICAL TRANSMITTER, OPTICAL COMMUNICATION SYSTEM, AND OPTICAL COMMUNICATION METHODAugust 2022August 2023Allow1210NoNo
17896042METHOD AND ELECTRONIC DEVICE FOR PERFORMING 3D POINT CLOUD OBJECT DETECTION USING NEURAL NETWORKAugust 2022February 2025Allow3000NoNo
17892894ARTIFICIAL INTELLIGENCE METHODS AND SYSTEMS FOR ANALYZING IMAGERYAugust 2022May 2025Allow3210YesNo
17800481METHOD OF TRAINING AN IMAGE CLASSIFICATION MODELAugust 2022March 2025Allow3110NoNo
17818853PROGRAM FOR INDICATING HUNNER LESION, LEARNED MODEL, AND METHOD FOR GENERATING SAMEAugust 2022January 2025Allow3010NoNo
17884658ARTIFICIAL INTELLIGENCE METHODS AND SYSTEMS FOR ANALYZING IMAGERYAugust 2022October 2023Allow1410YesNo
17299846HYGIENE EVALUATING DEVICE, HYGIENE EVALUATION IMAGING SYSTEM, IMAGING STAND, AND HYGIENE EVALUATION METHODAugust 2022March 2025Allow4510NoNo
17797463PROJECTION TRANSFORMATION PARAMETER ESTIMATION DEVICE, PROJECTION TRANSFORMATION PARAMETER ESTIMATION METHOD, AND COMPUTER READABLE MEDIUM STORING PROGRAM THEREOFAugust 2022February 2025Allow3010NoNo
17814799INFORMATION PROCESSING APPARATUS, METHOD, AND COMPUTER-READABLE MEDIUMJuly 2022January 2025Allow3010NoNo
17794791MACHINE LEARNING METHOD AND INFORMATION PROCESSING APPARATUS FOR MACHINE LEARNINGJuly 2022December 2024Allow2910NoNo
17868310METHOD AND DEVICE FOR DETERMINING RELIABILITY OF VISUAL DETECTIONJuly 2022January 2025Allow3010NoNo
17868044METHOD AND APPARATUS FOR ANALYZING A PRODUCT, TRAINING METHOD, SYSTEM, COMPUTER PROGRAM, AND COMPUTER-READABLE STORAGE MEDIUMJuly 2022February 2025Allow3110NoNo
17812308CONVOLUTIONAL MACHINE LEARNING MODELS USING MULTIPLE TILING MECHANISMSJuly 2022August 2024Allow2500NoNo
17863584DOCUMENT AUTHENTICATIONJuly 2022March 2025Abandon3210NoNo
17846772PAIN ASSESSMENT METHOD BASED ON DEEP LEARNING MODEL AND ANALYSIS DEVICEJune 2022February 2025Allow3210NoNo
17786326SYSTEMS AND METHODS FOR PREDICTING INDIVIDUAL PATIENT RESPONSE TO RADIOTHERAPY USING A DYNAMIC CARRYING CAPACITY MODELJune 2022March 2025Allow3310NoNo
17803388Super system on chipJune 2022October 2023Allow1610NoNo
17841448FEATURE DICTIONARY FOR BANDWIDTH ENHANCEMENTJune 2022November 2024Allow2920NoNo
17805868SYSTEMS AND METHODS FOR IMAGE PROCESSINGJune 2022November 2023Allow1710NoNo
17834354SYSTEMS AND METHODS FOR EVALUATING HEALTH OUTCOMESJune 2022January 2025Allow3110NoNo
17805289GENERATING SCENE GRAPHS FROM DIGITAL IMAGES USING EXTERNAL KNOWLEDGE AND IMAGE RECONSTRUCTIONJune 2022March 2025Allow3310YesNo
17832039DILATED CONVOLUTION USING SYSTOLIC ARRAYJune 2022July 2023Allow1300NoNo
17805126REAL-TIME, ARTIFICIAL INTELLIGENCE-ENABLED ANALYSIS DEVICE AND METHOD FOR USE IN NUCLEAR MEDICINE IMAGINGJune 2022August 2024Allow2700NoNo
17779479THREE-DIMENSIONAL SELECTIVE BONE MATCHING FROM TWO-DIMENSIONAL IMAGE DATAMay 2022December 2024Allow3110NoNo
17744221APPROACHES OF OBTAINING GEOSPATIAL COORDINATES OF SENSOR DATAMay 2022January 2025Allow3210YesNo
17663035FAST OBJECT DETECTION IN VIDEO VIA SCALE SEPARATIONMay 2022January 2025Allow3210YesNo
17662948OBJECT ORIENTATION INDICATORMay 2022October 2024Allow2910NoNo
17775768Microscope and Method with Implementation of a Convolutional Neural NetworkMay 2022July 2024Allow2700NoNo
17662580GENERATION OF BIRD'S-EYE-VIEW IMAGES AND SEGMENTATION MAPSMay 2022November 2024Allow3110YesNo
17735156TEMPORALLY DISTRIBUTED NEURAL NETWORKS FOR VIDEO SEMANTIC SEGMENTATIONMay 2022August 2023Allow1510NoNo
17734303SYSTEMS AND METHODS FOR IDENTIFYING A UNIFIED ENTITY FROM A PLURALITY OF DISCRETE PARTSMay 2022August 2023Allow1610NoNo
17734520CALIBRATED SENSITIVITY MODEL APPROXIMATING THE EYEMay 2022September 2023Allow1710NoNo
17728682GEO-MOTION AND APPEARANCE AWARE DATA ASSOCIATIONApril 2022August 2023Allow1610NoNo
17720414SURGICAL VIDEO CONSUMPTION BY IDENTIFYING USEFUL SEGMENTS IN SURGICAL VIDEOSApril 2022July 2023Allow1510NoNo
17720707SUPER-RESOLUTION FLOW FIELD RECONSTRUCTION METHOD AND DEVICE THEREOFApril 2022October 2024Allow3010NoNo
17768404IMAGING ANALYSIS DEVICE AND IMAGING DATA ANALYSIS METHODApril 2022September 2024Allow2910YesNo
17655780SENSOR DATA COMPRESSION FOR MAP CREATION FOR AUTONOMOUS SYSTEMS AND APPLICATIONSMarch 2022July 2024Allow2800NoNo
17698721METHOD, APPARATUS, AND SYSTEM FOR ESTIMATING A LANE WIDTHMarch 2022October 2024Allow3110NoNo
17698344Adversarial Approach to Usage of Lidar Supervision to Image Depth EstimationMarch 2022November 2024Allow3200NoNo
17761021METHOD, APPARATUS AND SYSTEM FOR CUSTOMER GROUP ANALYSIS, AND STORAGE MEDIUMMarch 2022September 2024Allow3010NoNo
17694029Object Tracking Apparatus and MethodMarch 2022August 2024Allow2910NoNo

Appeals Overview

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

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
1
Examiner Affirmed
0
(0.0%)
Examiner Reversed
1
(100.0%)
Reversal Percentile
94.1%
Higher than average

What This Means

With a 100.0% reversal rate, the PTAB has reversed the examiner's rejections more often than affirming them. This reversal rate is in the top 25% across the USPTO, indicating that appeals are more successful here than in most other areas.

Strategic Value of Filing an Appeal

Total Appeal Filings
4
Allowed After Appeal Filing
2
(50.0%)
Not Allowed After Appeal Filing
2
(50.0%)
Filing Benefit Percentile
77.9%
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

Appeals to PTAB show good success rates. If you have a strong case on the merits, consider fully prosecuting the appeal to a Board decision.

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

Examiner ISMAIL, OMAR S - Prosecution Strategy Guide

Executive Summary

Examiner ISMAIL, OMAR S works in Art Unit 2635 and has examined 214 patent applications in our dataset. With an allowance rate of 97.7%, this examiner allows applications at a higher rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 29 months.

Allowance Patterns

Examiner ISMAIL, OMAR S's allowance rate of 97.7% places them in the 93% 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 ISMAIL, OMAR S receive 1.05 office actions before reaching final disposition. This places the examiner in the 14% 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 ISMAIL, OMAR S is 29 months. This places the examiner in the 46% percentile for prosecution speed. Prosecution timelines are slightly slower than average with this examiner.

Interview Effectiveness

Conducting an examiner interview provides a +2.7% benefit to allowance rate for applications examined by ISMAIL, OMAR S. This interview benefit is in the 21% 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, 37.8% of applications are subsequently allowed. This success rate is in the 83% 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 75.0% of cases where such amendments are filed. This entry rate is in the 93% 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.

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 9% 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 80.0% of appeals filed. This is in the 69% percentile among all examiners. Of these withdrawals, 75.0% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner shows above-average willingness to reconsider rejections during appeals. The mandatory appeal conference (MPEP § 1207.01) provides an opportunity for reconsideration.

Petition Practice

When applicants file petitions regarding this examiner's actions, 44.4% are granted (fully or in part). This grant rate is in the 48% 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 18% 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 23% percentile). This examiner rarely issues Quayle actions compared to other examiners. Allowances typically 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.