USPTO Art Unit 2673 Prosecution Statistics

Art Unit Information

Art Unit: 2673
Group: 2670
Tech Center: 2600
Total Cases: 5,702
Last Active: December 2024

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
18872231Parking Assist Method and Parking Assist DeviceDecember 2024June 2025Allow600NoNo
18952949SYSTEM AND METHOD FOR HOME FA�ADE FEATURES IN A GEOGRAPHIC REGIONNovember 2024June 2025Allow710NoNo
18943565MACHINE-LEARNING MODELS FOR IMAGE PROCESSINGNovember 2024April 2025Allow510YesNo
18937717Check Fraud Detection System and MethodNovember 2024January 2025Allow300NoNo
18919977Underwater detection method and system for contact leakage of tunnel joints of dam culvertOctober 2024December 2024Allow200NoNo
18900502INFORMATION PROCESSING METHOD, TASK EXECUTION METHOD, APPARATUS, DEVICE AND MEDIUMSeptember 2024March 2025Allow610NoNo
18892812METHOD AND APPARATUS FOR ADAPTIVELY EXTRAPOLATING IMAGE THROUGH GRAPH-BASED PATCH REARRANGEMENT, AND COMPUTER PROGRAMSeptember 2024March 2025Allow610NoNo
18723037EMOTION DETERMINATION SYSTEM AND METHOD FOR DETERMINING EMOTIONSeptember 2024June 2025Allow1110YesNo
18890276MACHINE-LEARNING MODELS FOR IMAGE PROCESSINGSeptember 2024February 2025Allow510YesNo
18844395METHOD AND SYSTEM FOR QUANTIFYING SEMANTIC VARIANCE BETWEEN NEURAL NETWORK REPRESENTATIONSSeptember 2024March 2025Allow600NoNo
18821934ENHANCED USER INTERFACE AND CROSSTALK ANALYSIS FOR VASCULAR INDEX MEASUREMENTAugust 2024May 2025Allow810YesNo
18788566APPARATUS AND METHODS FOR GENERATING ELECTRO-ANATOMICAL MAPPINGJuly 2024November 2024Allow400YesNo
18779609Autonomous System And Method For Monitoring And Improving Water Quality By Mitigating Harmful Algal BloomsJuly 2024September 2024Allow200NoNo
18755510DEVICE, METHOD, AND COMPUTER-READABLE MEDIUM FOR MANAGING PLURALITY OF PIECES OF DRAWING DATA REPRESENTING SET OF COMPONENTSJune 2024February 2025Allow810NoNo
18742069SYSTEMS AND METHODS FOR INTERACTING WITH A LARGE LANGUAGE MODELJune 2024May 2025Allow1110YesNo
18740809SYSTEMS AND METHODS FOR DETECTING INDIVIDUALS ENGAGED IN ORGANIZED RETAIL THEFTJune 2024January 2025Allow700NoNo
18716409VISUAL POSITIONING METHOD AND APPARATUS, DEVICE, AND MEDIUMJune 2024January 2025Allow810NoNo
18716312ANGLE-AWARE OBJECT CLASSIFICATIONJune 2024February 2025Allow810NoNo
18732477METHODS, SYSTEMS, DEVICES, MEDIA AND PRODUCTS FOR VIDEO PROCESSINGJune 2024December 2024Allow610YesNo
18666056SYSTEM AND METHODS FOR PERFORMING ORDER CART AUDITSMay 2024November 2024Allow610YesNo
18660080SURGICAL DEVICES AND METHODS OF USE THEREOFMay 2024June 2025Abandon1410NoNo
18653527SYNTHETIC IHC-STAINED DIGITAL SIDES GENERATED USING ARTIFICIAL NEURAL NETWORKSMay 2024April 2025Allow1110NoNo
18645714Methods And Systems For Characterizing Fluids From A PatientApril 2024July 2025Allow1410NoNo
18639514Methods and Systems for Establishing Accurate Phenotype MetricsApril 2024February 2025Allow1021NoNo
18636719System for Transportation and Shipping Related Data ExtractionApril 2024August 2024Allow410NoNo
18699417CAMERA-BASED HEMOGLOBIN DETECTIONApril 2024January 2025Allow900NoNo
18629259MACHINE-LEARNING MODELS FOR IMAGE PROCESSINGApril 2024July 2024Allow310NoNo
18625028Racially Unbiased Deep Learning-Based Mammogram AnalyzerApril 2024October 2024Allow700YesNo
18620520Methods for Detecting Vehicle Following DistanceMarch 2024April 2025Allow1310NoNo
18611047SYSTEM AND METHOD FOR DETECTING AND TRACKING AN OBJECTMarch 2024December 2024Allow910YesNo
18609524COLOR CONVERSION BETWEEN COLOR SPACES USING REDUCED DIMENSION EMBEDDINGSMarch 2024May 2025Allow1410YesNo
18608582DATA PRE-PROCESSING FOR LOW-LIGHT IMAGESMarch 2024January 2025Allow1010YesNo
18599667TEXT EXTRACTION USING OPTICAL CHARACTER RECOGNITIONMarch 2024November 2024Allow810NoNo
18596078VIRTUALIZING OBJECTS USING OBJECT MODELS AND OBJECT POSITION DATAMarch 2024December 2024Allow910NoNo
18594125SYSTEM AND METHOD FOR OPTIMIZING CONTAINER CONTENTSMarch 2024April 2025Allow1410YesNo
18587850ANIMAL VISUAL IDENTIFICATION, TRACKING, MONITORING AND ASSESSMENT SYSTEMS AND METHODS THEREOFFebruary 2024September 2024Allow610YesNo
18429701COMPACT SYSTEM AND METHOD FOR IRIS RECOGNITIONFebruary 2024September 2024Allow800YesNo
18421875SYNTHETIC VIDEO GENERATION SHOWING MODIFIED FACEJanuary 2024January 2025Allow1200NoNo
18579514Synchronous Processing Method, System, Storage medium and Terminal for Image Classification and Object DetectionJanuary 2024June 2025Abandon1720NoNo
18409090SYSTEMS, METHODS, AND COMPUTER PROGRAM PRODUCTS FOR OBJECT DETECTION AND ANALYSIS OF AN IMAGEJanuary 2024November 2024Allow1010NoNo
18408145SPLICING DISPLAY APPARATUS FOR FLOATING IMAGE AND MULTI-LAYER DISPLAY DEVICE COMPRISING THE SAMEJanuary 2024September 2024Allow800NoNo
18396844SELECTING IMAGE TO DISPLAY BASED ON FACIAL DISTANCE BETWEEN TARGET PERSON AND ANOTHER PERSONDecember 2023January 2025Allow1210NoNo
18394903SYSTEMS AND METHODS FOR MODELING AND CONTROLLING PHYSICAL DYNAMICAL SYSTEMS USING ARTIFICIAL INTELLIGENCEDecember 2023June 2025Abandon1810NoNo
18392434IMAGE ANALYSIS AND PROCESSING PIPELINE WITH REAL-TIME FEEDBACK AND AUTOCAPTURE CAPABILITIES, AND VISUALIZATION AND CONFIGURATION SYSTEMDecember 2023November 2024Allow1110YesNo
18391840PATIENT-CUSTOMIZED ELECTRODE ARRAYS BASED ON PATIENT-SPECIFIC COCHLEAR INFORMATION, AND DESIGNING/SELECTING METHODS AND APPLICATIONS OF SAMEDecember 2023August 2024Allow700YesNo
18572742DISPLAY SUBSTRATE AND DISPLAY DEVICEDecember 2023September 2024Allow900NoNo
18544988METHOD FOR DETECTING VEHICLE AND DEVICE FOR EXECUTING THE SAMEDecember 2023December 2024Allow1110YesNo
18535881METHOD FOR DETECTING HUMAN OCCUPANCY AND ACTIVITY IN A WORK AREADecember 2023October 2024Allow1010NoNo
18528904INFORMATION PROCESSING APPARATUS, CONTROL METHOD, AND NON-TRANSITORY STORAGE MEDIUMDecember 2023November 2024Allow1110NoNo
18525770PARKING SPACE DETECTION METHOD, ELECTRONIC DEVICE AND COMPUTER-READABLE STORAGE MEDIUMNovember 2023December 2024Abandon1320NoNo
18523448AUGMENTED REALITY SYSTEM FOR REAL-TIME DAMAGE ASSESSMENTNovember 2023September 2024Allow900YesNo
18519674DEEP LEARNING INFERENCE EFFICIENCY TECHNOLOGY WITH EARLY EXIT AND SPECULATIVE EXECUTIONNovember 2023September 2024Allow1010YesNo
18512643Automatic Image Based Object Damage AssessmentNovember 2023December 2024Allow1300NoNo
185096055-WIRE RESISTIVE TOUCHSCREENS WITH METAL ELECTRODESNovember 2023September 2024Allow1000NoNo
18508582BIOMETRIC TICKETINGNovember 2023August 2024Allow900YesNo
18508626INFORMATION PROCESSING DEVICE AND INFORMATION PROCESSING METHODNovember 2023September 2024Allow1010NoNo
18504814USING SENSOR DATA TO DETERMINE ACTIVITYNovember 2023August 2024Allow1010NoNo
18387745EYE CENTER OF ROTATION DETERMINATION WITH ONE OR MORE EYE TRACKING CAMERASNovember 2023August 2024Allow900NoNo
18502344SYSTEMS AND METHODS FOR MEDICAL ACQUISITION PROCESSING AND MACHINE LEARNING FOR ANATOMICAL ASSESSMENTNovember 2023September 2024Allow1120NoNo
18386388Traffic Signal Alarm Device Using Images to Calibrate DistanceNovember 2023November 2024Allow1200YesNo
18499627TWO-WAY DESCRIPTOR MATCHING ON DEEP LEARNING ACCELERATORNovember 2023June 2025Allow1910NoNo
18494886ARTIFICIAL INTELLIGENCE TECHNIQUE TO FILL MISSING WELL DATAOctober 2023September 2024Allow1110YesNo
18488901Head-Mounted Device With Optical Module Illumination SystemsOctober 2023July 2024Allow910NoNo
18485030SYSTEM AND METHOD FOR CORRELATING ELECTRONIC DEVICE IDENTIFIERS AND VEHICLE INFORMATIONOctober 2023December 2024Allow1420NoNo
18483759SYSTEMS AND METHODS FOR ASSESSING CARDIOVASCULAR DISEASE AND TREATMENT EFFECTIVENESS FROM ADIPOSE TISSUEOctober 2023July 2024Allow900YesNo
18377000HELMET WEARING DETERMINATION METHOD, HELMET WEARING DETERMINATION SYSTEM, HELMET WEARING DETERMINATION APPARATUS, AND PROGRAMOctober 2023August 2024Allow1010NoNo
18481717CALCULATING RISK SCORE ASSOCIATED WITH A PHYSICAL STRUCTURE FOR A NATURAL DISASTER PERIL USING HAZARD AND VULNERABILITY MODELSOctober 2023July 2024Allow1010NoNo
18375996SYSTEM AND METHOD FOR ONCOMING VEHICLE DETECTION AND ALERTS FOR A WASTE COLLECTION VEHICLEOctober 2023September 2024Allow1200YesNo
18480279COMPUTING EMISSION RATE FROM GAS DENSITY IMAGESOctober 2023April 2024Allow710NoNo
18375941ACTION CLASSIFICATION IN VIDEO CLIPS USING ATTENTION-BASED NEURAL NETWORKSOctober 2023November 2024Allow1310NoNo
18479504PLANT FEATURE DETECTION USING CAPTURED IMAGESOctober 2023July 2024Allow910NoNo
18478123HEAD MOUNTABLE DISPLAYSeptember 2023August 2024Allow1011NoNo
18478463HEAD MOUNTABLE DISPLAYSeptember 2023August 2024Allow1120YesNo
18374274Neural Network Host Platform for Detecting Anomalies in Cybersecurity ModulesSeptember 2023April 2025Allow1810NoNo
18471378SYSTEMS AND METHODS FOR MEDIA PRIVACYSeptember 2023November 2024Allow1410YesNo
18369083SYSTEM AND METHOD FOR HOME FA�ADE FEATURE MEASUREMENT IN A GEOGRAPHIC REGIONSeptember 2023November 2024Allow1410NoNo
18369087SYSTEM AND METHOD FOR HOME ADDRESS DETECTION IN A GEOGRAPHIC REGIONSeptember 2023December 2024Allow1510NoNo
18368371DISPLAY DEVICESeptember 2023August 2024Allow1100NoNo
18367535SENSOR AND A DRIVING METHOD THEREOFSeptember 2023September 2024Allow1200NoNo
18244393IMAGE NOISE REDUCTIONSeptember 2023September 2024Allow1210NoNo
18464357VEHICULAR LANE KEEPING SYSTEMSeptember 2023May 2025Allow2000YesNo
18242559Augmented Reality-Based Training and Troubleshooting for Medical DevicesSeptember 2023October 2024Allow1300YesNo
18460537IMAGING SYSTEMSeptember 2023July 2024Allow1010NoNo
18459455ELECTRONIC DEVICESeptember 2023July 2024Allow1110NoNo
18241113Monocular Modes for Autonomous Platform Guidance Systems with Auxiliary SensorsAugust 2023September 2024Allow1210NoNo
18240717BIOMETRIC TICKETINGAugust 2023October 2024Allow1310YesNo
18238376INFORMATION PROCESSING DEVICEAugust 2023February 2025Allow1820YesNo
18238382INFORMATION PROCESSING DEVICEAugust 2023August 2024Allow1210NoNo
18236747IMAGE PROCESSING AND OBJECT DETECTING SYSTEM, IMAGE PROCESSING AND OBJECT DETECTING METHOD, AND PROGRAM STORAGE MEDIUMAugust 2023March 2025Allow1910NoNo
18236772VEHICLE DETECTING SYSTEM, VEHICLE DETECTING METHOD, AND PROGRAM STORAGE MEDIUMAugust 2023February 2025Allow1810NoNo
18453884METHODS AND SYSTEMS FOR DENTAL PROCEDURESAugust 2023September 2024Allow1300YesNo
18452057SYSTEMS AND METHODS FOR ENHANCING REAL-TIME IMAGE RECOGNITIONAugust 2023February 2025Allow1810NoNo
18235216SYSTEM AND METHOD FOR CALIBRATING A WIRELESS SECURITY RANGEAugust 2023July 2024Allow1100YesNo
18450620DISPLAY DEVICEAugust 2023September 2024Allow1320NoNo
18450757GLASSES-TYPE INFORMATION DEVICE, AND METHOD AND STORAGE MEDIUM FOR THE SAMEAugust 2023August 2024Allow1210NoNo
18450367METHOD AND SYSTEM FOR MUCK PROCESSING IN SMART CITY BASED ON INTERNET OF THINGSAugust 2023August 2024Allow1200YesNo
18233580AGRICULTURAL MONITORING SYSTEM USING IMAGE ANALYSISAugust 2023August 2024Allow1210NoNo
18449267ACTIVE OPTICAL ENGINEAugust 2023September 2024Allow1310NoNo
18230834Anomaly Detection SystemAugust 2023December 2024Abandon1610NoNo
18227465Inter-Prediction Mode Based Image Processing Method, and Apparatus ThereforJuly 2023June 2024Allow1100YesNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for art-unit 2673.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
50
Examiner Affirmed
37
(74.0%)
Examiner Reversed
13
(26.0%)
Reversal Percentile
18.4%
Lower than average

What This Means

With a 26.0% reversal rate, the PTAB affirms the examiner's rejections in the vast majority of cases. This reversal rate is in the bottom 25% across the USPTO, indicating that appeals face significant challenges here.

Strategic Value of Filing an Appeal

Total Appeal Filings
166
Allowed After Appeal Filing
53
(31.9%)
Not Allowed After Appeal Filing
113
(68.1%)
Filing Benefit Percentile
45.5%
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, 31.9% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is below the USPTO average, suggesting that filing an appeal has limited effectiveness in prompting favorable reconsideration.

Strategic Recommendations

⚠ Appeals to PTAB face challenges. Ensure your case has strong merit before committing to full Board review.

⚠ Filing a Notice of Appeal shows limited benefit. Consider other strategies like interviews or amendments before appealing.

Art Unit 2673 - Prosecution Statistics Summary

Executive Summary

Art Unit 2673 is part of Group 2670 in Technology Center 2600. This art unit has examined 5,702 patent applications in our dataset, with an overall allowance rate of 81.4%. Applications typically reach final disposition in approximately 29 months.

Comparative Analysis

Art Unit 2673's allowance rate of 81.4% places it in the 65% percentile among all USPTO art units. This art unit has an above-average allowance rate compared to other art units.

Prosecution Patterns

Applications in Art Unit 2673 receive an average of 1.55 office actions before reaching final disposition (in the 27% percentile). The median prosecution time is 29 months (in the 50% percentile).

Strategic Considerations

When prosecuting applications in this art unit, consider the following:

  • The art unit's allowance rate suggests a more favorable examination environment compared to the USPTO average.
  • With fewer office actions than average, plan for relatively streamlined prosecution.
  • The median prosecution time is shorter than average and should be factored into your continuation and client communication strategies.
  • Review individual examiner statistics within this art unit to identify examiners with particularly favorable or challenging prosecution patterns.

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.