USPTO Examiner SHAH UTPAL D - Art Unit 2668

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
19078229Method, System, and Computer-Readable Medium for Training a Captioner Model to Generate Captions for Video Content by Analyzing and Predicting Cinematic ElementsMarch 2025August 2025Allow500YesNo
19037493SEMANTIC ANALYSIS OF VIDEO DATA FOR EVENT DETECTION AND VALIDATIONJanuary 2025July 2025Allow610NoNo
18959339Integration of Video Language Models with AI for FilmmakingNovember 2024June 2025Allow610YesNo
18943015AUTOMATIC ITEM RECOGNITION FROM CAPTURED IMAGES DURING ASSISTED CHECKOUTNovember 2024July 2025Abandon810NoNo
18935742SYSTEM AND METHOD FOR PROVIDING BOUNDING BOX TO FRACTURED BODY PARTS IN MUSCULOSKELETAL X-RAYNovember 2024May 2025Allow610NoNo
18785077SYSTEM FOR AUTOMATICALLY PROCESSING DOCUMENTSJuly 2024October 2024Allow300NoNo
18767449APPARATUS FOR AND METHOD OF DE-IDENTIFICATION OF MEDICAL IMAGESJuly 2024September 2024Allow200NoNo
18720042AUTOMATED IMAGE-BASED ROCK TYPE IDENTIFICATION WITH NEURAL-NETWORK SEGMENTATION AND CONTINUOUS LEARNINGJune 2024September 2024Allow300NoNo
18676179SYSTEMS AND METHODS FOR AUTOMATED PROCESSING OF RETINAL IMAGESMay 2024August 2025Abandon1510NoNo
18713653SYSTEM AND METHOD FOR IDENTIFYING A PERSON IN A VIDEOMay 2024October 2024Allow500NoNo
18652364Apparatus and Method for Training a Machine Learning Model to Augment Signal Data and Image DataMay 2024April 2025Allow1110YesNo
18634433METHODS, SYSTEMS, ARTICLES OF MANUFACTURE, AND APPARATUS TO RECALIBRATE CONFIDENCES FOR IMAGE CLASSIFICATIONApril 2024November 2025Allow1910NoNo
18620136Instance Level Scene Recognition with a Vision Language ModelMarch 2024April 2025Allow1210NoNo
18616635LINKING DIFFERENT VARIATIONS OF MULTI-FEATURE AND MULTI-MODAL INFORMATION TO A UNIQUE OBJECT IN A DATA SPACE, USING ATTENTION-BASED FUSED EMBEDDINGS AND RDBMS, IDENTIFYING A UNIQUE ENTITY FROM PARTIAL OR INCOMPLETE IMAGE QUERY DATA, AND DISPLAYING LOCATION AND ACQUISITION TIME USING ARTIFICIAL INTELLIGENCEMarch 2024June 2025Allow1421NoNo
18692516OBJECT RECOGNITIONMarch 2024August 2024Allow510NoNo
18589742SYSTEMS AND METHODS TO DETERMINE VEGETATION ENCROACHMENT ALONG A RIGHT-OF-WAYFebruary 2024July 2025Allow1630NoNo
18439213Methods and Devices for Binary Entropy Coding of Point CloudsFebruary 2024February 2025Allow1210NoNo
18421740METHOD AND DEVICE FOR ENCODING/RECONSTRUCTING ATTRIBUTES OF POINTS OF A POINT CLOUDJanuary 2024January 2025Allow1210NoNo
18411471APPARATUS AND METHOD FOR VEHICLE PROFILINGJanuary 2024May 2025Allow1620YesNo
18576652QUALITY FACTOR USING RECONSTRUCTED IMAGESJanuary 2024December 2025Allow2300NoNo
18393238MULTIMODAL DATA PROCESSINGDecember 2023March 2026Allow2600NoNo
18391276INTERSECTION REGION DETECTION AND CLASSIFICATION FOR AUTONOMOUS MACHINE APPLICATIONSDecember 2023December 2024Allow1210NoNo
18545220ANGLE DETECTING DEVICE, STORAGE MEDIUM STORING COMPUTER PROGRAM FOR ANGLE DETECTION AND ANGLE DETECTING METHODDecember 2023March 2026Allow2700NoNo
18532846Elongated Fingerprint SensorDecember 2023January 2025Allow1310NoNo
18567860METHOD FOR DETERMINING AN IMAGE DESCRIPTOR, ENCODING PIPELINE, AND VISUAL PLACE RECOGNITION METHODDecember 2023February 2026Allow2700NoNo
18565409METHOD FOR CONSTRUCTING AN IMAGE FROM A VARIABLE FOCUS OPTICAL DEVICENovember 2023December 2025Allow2400YesNo
18517407TRANSLATING IMAGES BASED ON SEMANTIC INFORMATIONNovember 2023January 2026Allow2610YesNo
18515237THREE-DIMENSIONAL REAL-TIME POSITIONING COMPENSATION METHOD FOR SURGERYNovember 2023November 2025Allow2400NoNo
18511575DETERMINING EMITTER IDENTIFICATION INFORMATION TO A DESIRED ACCURACYNovember 2023December 2025Allow2500NoNo
18503048VIDEO DATA ACQUISITION USING ARTIFICIAL INTELLIGENCE FOR QUARTERBACK SELECTION BY THE NATIONAL FOOTBALL LEAGUENovember 2023April 2025Abandon1711NoNo
18289382SPATIAL MODE PROCESSING FOR HIGH-RESOLUTION IMAGINGNovember 2023October 2025Allow2400NoNo
18492532METHODS, SYSTEMS, ARTICLES OF MANUFACTURE, AND APPARATUS TO CLASSIFY LABELS BASED ON IMAGES USING ARTIFICIAL INTELLIGENCEOctober 2023August 2024Allow1010NoNo
18492321SYSTEMS AND METHODS FOR DETECTING LANE CROSSINGS AND CLASSIFYING LANE CHANGESOctober 2023February 2026Allow2810YesNo
18484374METHOD FOR DIVERSE SEQUENTIAL POINT CLOUD FORECASTINGOctober 2023October 2025Allow2400NoNo
18554338METHOD AND APPARATUS OF ENCODING/DECODING POINT CLOUD GEOMETRY DATA CAPTURED BY A SPINNING SENSORS HEADOctober 2023March 2026Allow2900NoNo
18377649ELECTRONIC DEVICE FOR IMPROVING THE EXPLAINABILITY OF SATELLITE IMAGEOctober 2023January 2026Allow2810YesNo
18553688SYSTEMS AND METHODS FOR CLASSIFYING MOSQUITO LARVAE BASED ON EXTRACTED MASKS OF ANATOMICAL COMPONENTS FROM IMAGESOctober 2023January 2026Allow2710NoNo
18551919FEW-SHOT OBJECT DETECTION METHODSeptember 2023September 2025Allow2300NoNo
18254833VIDEO CLASSIFICATION METHOD AND APPARATUSSeptember 2023January 2026Allow3210NoNo
18369958SHAPE SPACE GENERATION VIA PROGRESSIVE CORRESPONDENCE ESTIMATIONSeptember 2023September 2025Allow2400NoNo
18467415NETWORK ARCHITECTURE FOR A THREE-DIMENSIONAL OBJECT DETECTION IN A POINT CLOUD, METHOD AND VEHICLESeptember 2023February 2026Allow2910NoNo
18459769OBJECT IDENTIFICATION AND LABELING WITH SIGN LANGUAGESeptember 2023October 2025Allow2500NoNo
18237937IMAGE PROCESSING DEVICE, NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUM, AND IMAGE PROCESSING METHODAugust 2023January 2026Allow2910NoNo
18238180SYSTEM AND METHOD FOR DETERMINING INCOMING OBSERVATION TO BE OUT-OF-DISTRIBUTION (OOD) SAMPLE DURING NEURAL NETWORK (NN) INFERENCEAugust 2023October 2025Allow2610NoNo
18237270METHOD, SYSTEM AND COMPUTER READABLE MEDIA FOR OBJECT DETECTION COVERAGE ESTIMATIONAugust 2023March 2025Allow1910NoNo
18453213METHOD FOR VERIFYING THE IDENTITY OF A USER BY IDENTIFYING AN OBJECT WITHIN AN IMAGE THAT HAS A BIOMETRIC CHARACTERISTIC OF THE USER AND MOBILE DEVICE FOR EXECUTING THE METHODAugust 2023August 2024Allow1210NoNo
18365631SYSTEM AND METHODS FOR AUTOMATICALLY VALIDATING EVIDENCE OF TRAFFIC VIOLATIONS USING AUTOMATICALLY DETECTED CONTEXT FEATURESAugust 2023August 2024Allow1310NoNo
18230120OBJECT INGESTION AND RECOGNITION SYSTEMS AND METHODSAugust 2023July 2024Allow1110NoNo
18358375PROVIDING USER GUIDANCE TO USE AND TRAIN A GENERATIVE ADVERSARIAL NETWORKJuly 2023January 2026Allow3010YesNo
18353453SURROUND SCENE PERCEPTION USING MULTIPLE SENSORS FOR AUTONOMOUS SYSTEMS AND APPLICATIONSJuly 2023February 2026Allow3110YesNo
18260250SIGNAL PROCESSING DEVICE, SIGNAL PROCESSING METHOD, AND SIGNAL PROCESSING SYSTEMJuly 2023November 2025Allow2910NoNo
18345301METHOD AND APPARATUS FOR ENCODING/DECODING INTRA PREDICTION MODEJune 2023July 2024Allow1310NoNo
18345350METHOD AND APPARATUS FOR ENCODING/DECODING INTRA PREDICTION MODEJune 2023July 2024Allow1310NoNo
18334840SYSTEMS AND METHODS FOR REDUCING POWER CONSUMPTION OF EXECUTING LEARNING MODELS IN VEHICLE SYSTEMSJune 2023September 2025Allow2700NoNo
18334030METHOD AND APPARATUS FOR DIAGNOSING ERROR OF OBJECT PLACEMENT USING ARTIFICIAL NEURAL NETWORKJune 2023August 2025Allow2600YesNo
18208655SYSTEM FOR AUTOMATIC TUMOR DETECTION AND CLASSIFICATIONJune 2023September 2024Allow1511YesNo
18207788SYSTEMS AND METHODS FOR PERFORMING DIRECT CONVERSION OF IMAGE SENSOR DATA TO IMAGE ANALYTICSJune 2023August 2024Allow1410YesNo
18327385METHOD AND SYSTEM FOR DETECTING PRIVATE VIDEOJune 2023October 2025Allow2910NoNo
18039269IMPROVED NOISE REDUCTION AUTO-ENCODER-BASED ANOMALY DETECTION MODEL TRAINING METHODMay 2023June 2025Allow2500NoNo
18309335TRAINING NEURAL NETWORKS WITH A LESSER REQUIREMENT FOR LABELLED TRAINING DATAApril 2023August 2025Allow2700NoNo
18308767MULTI-MODAL AUTOMATED EVALUATION FOR IMPROVED ACCESSIBILITYApril 2023November 2025Allow3110YesNo
18137108COMPOSITE CAR IMAGE GENERATORApril 2023January 2025Abandon2110NoNo
18032357METHOD AND SYSTEM FOR TRAINING AND TUNING NEURAL NETWORK MODELS FOR DENOISINGApril 2023December 2025Abandon3210NoNo
18191939SYSTEMS AND METHODS FOR VISUAL INSPECTION OF SIGNAL LIGHTS AT RAILROAD CROSSINGSMarch 2023May 2025Allow2600NoNo
18028827MAPPING BETWEEN COMPUTED TOMOGRAPHY AND ANGIOGRAPHY FOR CO-REGISTRATION OF INTRAVASCULAR DATA AND BLOOD VESSEL METRICS WITH COMPUTED TOMOGRAPHY-BASED THREE-DIMENSIONAL MODELMarch 2023September 2025Allow3010NoNo
18189459IMAGE PROCESSING METHOD AND APPARATUSMarch 2023October 2025Allow3110NoNo
18160872DETECTING CHANGES IN FOREST COMPOSITIONJanuary 2023October 2025Allow3310NoNo
18098349LIGHTWEIGHT IMAGE PROCESSING METHOD AND APPARATUSJanuary 2023September 2025Allow3210NoNo
18150287METHOD FOR RECOGNIZING ACTIVATED LAMPS AT A VEHICLEJanuary 2023July 2025Allow3000NoNo
18149035AUTOMATIC CLASSIFICATION METHOD AND SYSTEM OF TEACHING VIDEOS BASED ON DIFFERENT PRESENTATION FORMSDecember 2022July 2025Allow3000NoNo
18078368METHOD AND APPARATUS FOR PROCESSING IMAGE, AND VEHICLE HAVING THE SAMEDecember 2022June 2025Allow3000NoNo
17986081MODEL TRAINING METHOD AND RELATED DEVICENovember 2022May 2025Allow3000NoNo
17984731APPARATUS, METHOD, AND COMPUTER PROGRAM FOR DETECTING HAND REGIONNovember 2022December 2024Allow2500NoNo
17984631DETECTION AND FILTERING OF ABNORMAL SENSOR DATA FOR OBJECT DETECTION IN AUTOMOTIVE APPLICATIONSNovember 2022April 2025Allow2910NoNo
17996894METHOD AND SYSTEM FOR KEYPOINT DETECTION BASED ON NEURAL NETWORKSOctober 2022February 2025Allow2800NoNo
18048528CHANGE DETECTION DEVICE AND RELATED METHODSOctober 2022June 2025Allow3200NoNo
18047780METHOD AND APPARATUS FOR TRAINING A NEURAL NETWORK, IMAGE RECOGNITION METHOD AND STORAGE MEDIUMOctober 2022August 2025Allow3410NoNo
17952062VISUAL DETECTION AND PREDICTION OF SENTIMENTSeptember 2022August 2025Allow3510NoNo
17944863Enrollment Using Synthetic Fingerprint Image and Fingerprint Sensing SystemsSeptember 2022July 2024Allow2310NoNo
17944809STATE-BASED BASE CALLINGSeptember 2022April 2025Allow3100NoNo
17930663DIRECT CLASSIFICATION OF RAW BIOMOLECULE MEASUREMENT DATASeptember 2022June 2025Allow3310NoNo
17823806MULTI-SENSOR TEST DEVICE FOR QUALITY CONTROL SCANNINGAugust 2022July 2025Allow3411YesNo
17802063DATA GENERATION METHOD, LEARNING METHOD, AND ESTIMATION METHODAugust 2022July 2025Allow3520NoNo
17819743IMAGE PROCESSING APPARATUS, IMAGE PROCESSING METHOD, AND STORAGE MEDIUMAugust 2022September 2025Abandon3710NoNo
17877446APPARATUS AND METHOD FOR DETERRING A THIRD PARTY FROM COPYING A PRODUCT OR PROCESSJuly 2022December 2025Allow4020YesNo
17796129INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND INFORMATION PROCESSING PROGRAMJuly 2022October 2025Abandon3920NoNo
17793951Generating Computer Augmented Maps from Physical MapsJuly 2022August 2025Allow3710NoNo
17865261METHOD FOR MATCHING IMAGE FEATURE POINT, ELECTRONIC DEVICE AND STORAGE MEDIUMJuly 2022October 2024Allow2700NoNo
17864835IMAGE PROCESSING APPARATUS PERFORMING COLOR CONVERSION AND METHOD FOR IMAGE PROCESSINGJuly 2022May 2025Allow3410YesNo
17863515SYSTEM FOR A MOTOR VEHICLE AND METHOD FOR ASSESSING THE EMOTIONS OF A DRIVER OF A MOTOR VEHICLEJuly 2022February 2025Allow3220YesNo
17849858QUALITY MONITORING AND CONTROLS FOR A COMMINUTION SYSTEM USING IMAGING OF MATERIAL IN A DISCHARGE STAGEJune 2022March 2025Allow3210NoNo
17840747METHOD FOR IDENTIFYING TRAFFIC LIGHT, DEVICE, CLOUD CONTROL PLATFORM AND VEHICLE-ROAD COORDINATION SYSTEMJune 2022June 2025Abandon3610NoNo
17783410Program and Communications SystemJune 2022September 2024Allow2700NoNo
17834822AUTOMATIC CALIBRATIONJune 2022February 2025Allow3210NoNo
17832906SYSTEM AND METHOD FOR TRAINING A NEURAL NETWORK TO PERFORM OBJECT DETECTION USING LIDAR SENSORS AND RADAR SENSORSJune 2022January 2025Allow3210NoNo
17804730System and Method to Detect LEDs and Their States in an AR ContextMay 2022November 2024Allow3010NoNo
17826497PHOTOGRAPHIC DEVICE AND AI-BASED OBJECT RECOGNITION METHOD THEREOFMay 2022April 2025Abandon3510NoNo
17774455VISUAL OBJECT DETECTION IN A SEQUENCE OF IMAGESMay 2022February 2025Allow3310NoNo
17733812Artificial Intelligence Driven Automated Atomic ManipulationApril 2022April 2025Allow3511YesNo
17727604Semi Supervised Training from Coarse Labels of Image SegmentationApril 2022August 2024Allow2800NoNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner SHAH, UTPAL D.

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
5.4%
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 SHAH, UTPAL D - Prosecution Strategy Guide

Executive Summary

Examiner SHAH, UTPAL D works in Art Unit 2668 and has examined 96 patent applications in our dataset. With an allowance rate of 99.0%, this examiner allows applications at a higher rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 30 months.

Allowance Patterns

Examiner SHAH, UTPAL D's allowance rate of 99.0% places them in the 92% 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 SHAH, UTPAL D receive 1.29 office actions before reaching final disposition. This places the examiner in the 18% 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 SHAH, UTPAL D is 30 months. This places the examiner in the 60% percentile for prosecution speed. Prosecution timelines are slightly faster than average with this examiner.

Interview Effectiveness

Conducting an examiner interview provides a +1.2% benefit to allowance rate for applications examined by SHAH, UTPAL D. This interview benefit is in the 20% 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, 42.0% of applications are subsequently allowed. This success rate is in the 93% 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 53.3% of cases where such amendments are filed. This entry rate is in the 79% 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.

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, 100.0% are granted (fully or in part). This grant rate is in the 91% 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 4.2% of allowed cases (in the 84% percentile). Per MPEP § 1302.04, examiner's amendments are used to place applications in condition for allowance when only minor changes are needed. This examiner frequently uses this tool compared to other examiners, indicating a cooperative approach to getting applications allowed. Strategic Insight: If you are close to allowance but minor claim amendments are needed, this examiner may be willing to make an examiner's amendment rather than requiring another round of prosecution.

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:

  • 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.
  • 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.
  • Examiner cooperation: This examiner frequently makes examiner's amendments to place applications in condition for allowance. If you are close to allowance, the examiner may help finalize the claims.

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.