USPTO Art Unit 2615 Prosecution Statistics

Art Unit Information

Art Unit: 2615
Group: 2610
Tech Center: 2600
Total Cases: 3,754
Last Active: September 2025

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
19331210LOCATION-BASED DIGITAL TOKEN MANAGEMENT SYSTEMS, METHODS, AND APPARATUSSeptember 2025December 2025Allow300NoNo
19236962METHOD AND DEVICE FOR QUANTITATIVELY CHARACTERIZING DEVELOPMENT POSITIONS OF GEOLOGICAL DISASTERS IN SLOPES, AND ELECTRONIC DEVICEJune 2025August 2025Allow200NoNo
19214551PERIOCULAR TEST FOR MIXED REALITY CALIBRATIONMay 2025August 2025Allow300NoNo
19210974LOCATION-BASED DIGITAL TOKEN MANAGEMENT SYSTEMS, METHODS, AND APPARATUSMay 2025June 2025Allow100NoNo
19204418MULTI-CAMERA HIGH SPEED SIMULTANEOUS LOCALIZATION AND MAPPING (SLAM) FOR A HEAD MOUNTED DISPLAYMay 2025December 2025Allow810YesNo
19198205NEURAL RADIANCE FIELDS FOR ORTHOGRAPHIC IMAGERYMay 2025September 2025Allow510NoNo
19191347MOTION GENERATION DEVICE FOR GENERATING MOTION BASED ON INPUT INFORMATION INCLUDING TEXT AND OPERATION METHOD THEREOFApril 2025March 2026Allow1100NoNo
19174718SYSTEMS AND METHODS FOR USING AUGMENTED REALITY TO ENHANCE AN APPLICATION OF ARTIFICIAL LASH EXTENSIONSApril 2025September 2025Allow510YesNo
19066191GENERALIZABLE NEURAL RADIATION FIELD RECONSTRUCTION METHOD BASED ON MULTI-MODAL INFORMATION FUSIONFebruary 2025June 2025Allow410NoNo
19038477AI-DRIVEN FOREGROUND STYLIZATION USING DIFFUSION AND OBJECT DETECTIONJanuary 2025April 2025Allow200YesNo
19024045METHOD, SYSTEM AND ELECTRONIC EQUIPMENT FOR GAUGE DETECTION OF RAIL VEHICLE BASED ON THREE-DIMENSIONAL POINT CLOUD DATAJanuary 2025March 2025Allow200NoNo
19011351SYSTEMS AND METHODS FOR USING AUGMENTED REALITY TO PREVIEW FALSE EYELASHESJanuary 2025October 2025Allow920NoNo
18985040METHOD, SYSTEM, AND DEVICE FOR REMOVING SMOKE FROM LAPAROSCOPE IMAGES BASED ON CONDITIONAL DIFFUSION MODELDecember 2024June 2025Allow610NoNo
18968248LIGHT SCREEN DEVICE, LIGHTING-EFFECT GENERATING METHOD AND DEVICE THEREOF, AND STORAGE MEDIUMDecember 2024June 2025Allow610NoNo
18946605Using Machine Learning Models to Create a Closet and Effect Virtual Try-On and Styling On Actual UsersNovember 2024September 2025Allow1010YesNo
18946636Using Machine Learning Models to Generate a Mirror Representing an Image of Virtual Try-On and Styling of an Actual UserNovember 2024July 2025Allow820YesNo
18883654Systems and methods for creating and using deformable text shapesSeptember 2024September 2025Allow1220NoNo
18882690CONTENT SYNTHESIS USING GENERATIVE ARTIFICIAL INTELLIGENCE MODELSeptember 2024November 2024Allow200NoNo
18882463Methods and systems for generating image tool recommendationsSeptember 2024November 2025Allow1430YesNo
18825089RENDERING 3D CURVES USING ORTHOGONAL TRIANGLE STRIPSSeptember 2024March 2026Allow1800NoNo
18809253Pattern Matching ToolAugust 2024March 2026Allow1900YesNo
18806361DATA INTERPOLATION PLATFORM FOR GENERATING PREDICTIVE AND INTERPOLATED PRICING DATAAugust 2024November 2024Allow310YesNo
18804405VOLUMETRIC HEAT MAPS FOR INTELLIGENTLY DISTRIBUTING VIRTUAL OBJECTS OF INTERESTAugust 2024February 2026Allow1800NoNo
18798552INTEGRATING AUGMENTED REALITY INTO THE WEB VIEW PLATFORMAugust 2024January 2026Allow1710YesNo
18798224SYSTEM AND METHODS FOR DETERMINING A QUALITY METRIC OF THREE-DIMENSIONAL IMAGE DATAAugust 2024February 2026Allow1900NoNo
18792058WATERMARK PROCESSING METHOD, ELECTRONIC DEVICE, AND STORAGE MEDIUMAugust 2024October 2024Allow200NoNo
18781861MULTI-USER MULTI-GPU RENDER SERVER APPARATUS AND METHODSJuly 2024March 2026Allow2000NoNo
18770518SYSTEM AND METHOD FOR ENERGY-EFFICIENT IMPLEMENTATION OF NEURAL NETWORKSJuly 2024August 2025Abandon1410NoNo
18767924IMAGE STITCHING METHOD, APPARATUS AND DEVICE BASED ON REINFORCEMENT LEARNING AND STORAGE MEDIUMJuly 2024October 2024Allow410NoNo
18764487Representing Real-World Objects with a Virtual Reality EnvironmentJuly 2024October 2025Abandon1610NoNo
18763478GRAPHICS PROCESSORSJuly 2024January 2026Allow1800YesNo
18763894Method of Enhancing Abnormal Area of Ground-Penetrating Radar Image Based on Hybrid-Supervised LearningJuly 2024October 2024Allow400NoNo
18761812DIGITAL DENTURE DESIGN AND REPLACEMENTJuly 2024March 2026Allow2000NoNo
18761299FACE IMAGE GENERATION WITH WRINKLESJuly 2024October 2025Allow1600NoNo
18754454VIDEO CONFIRMATION COMPUTERJune 2024February 2025Allow810YesNo
18755352AR/VR INTERFACE FOR CLIENT/CONTRACTOR COMMUNICATION PLATFORMJune 2024March 2026Allow2100YesNo
18753880DISPLAYING A RECIPE PREPARATION SUGGESTION IN AN AUGMENTED REALITY ELEMENT BASED ON A PREDICTED RECIPE BEING PREPAREDJune 2024January 2026Allow1800NoNo
18753916FREQUENCY PATTERN FOR REDUCING PARASITIC INTERACTIONS IN A QUBIT GRIDJune 2024June 2025Allow1210NoNo
18749168SELECTING COLOR VALUES FOR AUGMENTED REALITY-BASED MAKEUPJune 2024July 2025Allow1320YesNo
18719100DISPLAY MASK LAYER GENERATION AND RUNTIME ADJUSTMENTJune 2024December 2025Allow1800NoNo
18717995VECTOR SHIFT METHOD, PROCESSOR, AND ELECTRONIC DEVICEJune 2024October 2025Allow1620NoNo
18735861Presenting Labels In Augmented RealityJune 2024September 2025Allow1510YesNo
18733001METHODS AND SYSTEMS FOR SHARING AN EXPERIENCE BETWEEN USERSJune 2024March 2025Allow1000NoNo
18680587VISUALIZER FOR SWIMMING POOLSMay 2024January 2025Allow800YesNo
18680340IMAGE ANTI-ALIASING METHOD AND APPARATUS, DEVICE, MEDIUM, AND PROGRAM PRODUCTMay 2024February 2026Allow2000NoNo
18677320CROSS GPU SCHEDULING OF DEPENDENT PROCESSESMay 2024March 2025Allow1010NoNo
18674276ILLUMINATION MODIFICATION FOR DYNAMIC SCENE RELIGHTINGMay 2024January 2026Allow1900NoNo
18671901MIXED REALITY VOLUME CAMERASMay 2024January 2026Allow2000NoNo
18669733FIGURE-GROUND NEURAL RADIANCE FIELDS FOR THREE-DIMENSIONAL OBJECT CATEGORY MODELLINGMay 2024February 2025Allow900YesNo
18712020INFORMATION PROCESSING APPARATUSMay 2024December 2025Allow1800NoNo
18670573POSE QUANTIZATION-BASED KEYFRAME PRUNING FOR SIMULTANEOUS LOCALIZATION AND MAPPINGMay 2024January 2026Allow2000YesNo
18668406DRAWING DATA EXAMINATION METHOD FOR EXAMINING DRAWING DATA OF A FIGURE EXPRESSED BY A B-SPLINE CURVE, DRAWING METHOD, DRAWING APPARATUS, AND NON-TRANSITORY STORAGE MEDIUMMay 2024February 2026Allow2110NoNo
18666374VIRTUAL CONTENT GENERATIONMay 2024April 2025Allow1100NoNo
18664596NEURAL RENDERING USING TRAINED ALBEDO TEXTURESMay 2024October 2025Allow1720NoNo
18662956THREE-DIMENSIONAL IMAGE GENERATION METHOD AND THREE-DIMENSIONAL IMAGE GENERATION SYSTEM CAPABLE OF IMPROVING QUALITY OF A THREE-DIMENSIONAL IMAGEMay 2024February 2026Allow2100NoNo
18655454CONVERTING A STREAM OF DATA USING A LOOKASIDE BUFFERMay 2024July 2025Allow1410NoNo
18653576Mapping Texture Point Samples to Lanes of a Filter PipelineMay 2024November 2025Allow1900NoNo
18651960POINT CLOUD FILTERINGMay 2024November 2024Allow700NoNo
18651378AUGMENTED REALITY SOCIAL MEDIA PLATFORM, SYSTEMS, AND METHODS RELATED THERETOApril 2024February 2025Allow1010YesNo
18648888Virtual Background SynchronizationApril 2024November 2024Allow700NoNo
18646480ALIGNED AUGMENTED REALITY VIEWSApril 2024November 2025Allow1910YesNo
18643400SYSTEMS AND METHODS FOR PROCESSING WHOLE SLIDE IMAGES USING MACHINE-LEARNINGApril 2024October 2025Allow1800NoNo
18703681SYSTEMS FOR CHARACTERIZING A REGION OF INTEREST OF A BIOLOGICAL TISSUEApril 2024February 2025Allow1010YesNo
18640447FACIAL SYNTHESIS IN OVERLAID AUGMENTED REALITY CONTENTApril 2024July 2025Allow1510NoNo
18639131RUN-LENGTH STRIPPING METHOD FOR GENERATING SKELETON LINES OF COMPLEX PLAIN RIVER NETWORKSApril 2024November 2024Allow700NoNo
18636244SEE-THROUGH DISPLAY METHOD AND SEE-THROUGH DISPLAY SYSTEMApril 2024December 2025Allow2000NoNo
18634367METHOD AND APPARATUS TO ENCODE MESH BASED ON SYMMETRY PROPERTYApril 2024October 2025Allow1800NoNo
18631382LEARNED IMAGE TRANSFORMATION METHODS AND SYSTEMS IN GRAPHICS RENDERINGApril 2024March 2026Allow2310NoNo
18632086USING TWO-DIMENSIONAL IMAGES TO IDENTIFY SEARCH PARAMETERS FOR A SEARCH OF FALSE EYELASHESApril 2024April 2025Allow1220YesNo
18632063SYSTEMS AND METHODS FOR USING AUGMENTED REALITY TO PREVIEW FALSE EYELASHESApril 2024October 2024Allow710YesNo
18630463METHODS, SYSTEMS, AND DEVICES FOR PROVIDING A VIRTUAL RAMP PREVIEW TO A DRIVER OF A VEHICLEApril 2024February 2026Allow2310NoNo
18630734Texture Prefetching scheme for graphics processing systemApril 2024October 2025Allow1800NoNo
18629845RERENDERING A POSITION OF A HAND TO DECREASE A SIZE OF A HAND TO CREATE A REALISTIC VIRTUAL/AUGMENTED REALITY ENVIRONMENTApril 2024December 2024Allow900YesNo
18622566Image Data Set Alignment for an AR Headset Using Anatomic Structures and Data FittingMarch 2024January 2025Allow900YesNo
18619889GRAPH LAYOUT RETENTION USING HIDDEN EDGESMarch 2024January 2026Allow2210YesNo
18621064SYSTEMS AND METHODS FOR ARRANGING CLOTHING PATTERNSMarch 2024September 2024Allow610YesNo
18696149VIRTUAL SPACE PRESENTATION DEVICEMarch 2024October 2025Allow1800NoNo
18618051IMAGE COMPOSITION METHOD AND IMAGE COMPOSITION SYSTEMMarch 2024November 2025Allow2000NoNo
18617611ANATOMICAL MODEL DISPLAYINGMarch 2024November 2024Allow700NoNo
18617353SYSTEM AND METHOD FOR DETERMINING VISUAL PERCEPTION OF 3-DIMENSIONAL (3D) OBJECTSMarch 2024December 2025Allow2100NoNo
18615948REAL-TIME DATA SOURCE AND CONFIGURATION IDENTIFICATION FOR GEOSPATIAL COLLABORATION ENVIRONMENTSMarch 2024July 2024Allow300NoNo
18615614APPARATUS AND METHOD FOR AUTOMATIC PIN PLACEMENT IN INJECTION MOLDINGMarch 2024September 2024Allow510YesNo
18613297DISPLAY DEVICE FOR OUTPUTTING A 3D IMAGE AND METHOD OF CONTROLLING THE DISPLAY DEVICEMarch 2024September 2024Allow600NoNo
18613548VIDEO DATA GENERATION METHOD AND DEVICE SUPERIMPOSING DRIVER'S FRAME OF VIEW AND TEXT OR ICON INDICATING DRIVER'S MOTION ON VEHICLE EXTERIOR VIDEOMarch 2024March 2026Allow2410NoNo
18612495DIGITAL ASSISTANT INDICATOR APPEARANCEMarch 2024March 2026Allow2410YesNo
18612865SOCIAL AND PROCEDURAL EFFECTS FOR COMPUTER-GENERATED ENVIRONMENTSMarch 2024July 2025Allow1620YesNo
18610869Rendering of Enrolled User's Face for External DisplayMarch 2024November 2024Allow800NoNo
18610818DISPLAY DEVICE AND DISPLAY METHODMarch 2024April 2025Allow1310NoNo
18609826PORTAL VIEW FOR CONTENT ITEMSMarch 2024February 2026Allow2310YesNo
18609822OBJECT TRACKING THROUGH ARTIFACTSMarch 2024December 2024Allow910YesNo
18608972DISPLAY DEVICE, METHOD OF CONTROLLING DISPLAY DEVICE, AND COMPUTER-READABLE STORAGE MEDIUMMarch 2024March 2026Allow2410YesNo
18604831TECHNIQUE FOR RENDERING HIDDEN STRUCTURES WITH CLIP PLANESMarch 2024December 2025Allow2110NoNo
18692299PAVEMENT TECHNICAL CONDITION DETECTION METHOD AND DEVICE BASED ON THREE-DIMENSIONAL CONTOURMarch 2024November 2025Allow2000NoNo
18602433METHOD AND SYSTEM FOR GENERATION OF A MODEL FOR USE IN A VIRTUAL EXTRACTION PROCEDURE OF A TARGETED EXTRACTION OBJECT IN A PATIENTMarch 2024August 2024Allow510NoNo
18602003Using Optical Codes with Augmented Reality DisplaysMarch 2024May 2025Abandon1410NoNo
18601784System and method for securely obtaining information using QR codesMarch 2024March 2026Allow2410NoNo
18599547Systems and methods for identifying a design template matching a media itemMarch 2024March 2026Allow2410NoNo
18690008IMAGE GENERATOR AND METHOD FOR AUGMENTED REALITY SYSTEMMarch 2024March 2026Allow2410YesNo
18597110DATA INTERPOLATION PLATFORM FOR GENERATING PREDICTIVE AND INTERPOLATED PRICING DATAMarch 2024December 2025Allow2110YesNo
18597470DYNAMIC CONTENT RENDERING BASED ON CONTEXT FOR AR AND ASSISTANT SYSTEMSMarch 2024March 2026Allow2410NoNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for art-unit 2615.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
66
Examiner Affirmed
39
(59.1%)
Examiner Reversed
27
(40.9%)
Reversal Percentile
81.5%
Higher than average

What This Means

With a 40.9% reversal rate, the PTAB reverses the examiner's rejections in a meaningful percentage of cases. 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
248
Allowed After Appeal Filing
95
(38.3%)
Not Allowed After Appeal Filing
153
(61.7%)
Filing Benefit Percentile
82.5%
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, 38.3% 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.

Art Unit 2615 - Prosecution Statistics Summary

Executive Summary

Art Unit 2615 is part of Group 2610 in Technology Center 2600. This art unit has examined 3,754 patent applications in our dataset, with an overall allowance rate of 74.5%. Applications typically reach final disposition in approximately 40 months.

Comparative Analysis

Art Unit 2615's allowance rate of 74.5% places it in the 43% percentile among all USPTO art units. This art unit has a below-average allowance rate compared to other art units.

Prosecution Patterns

Applications in Art Unit 2615 receive an average of 1.86 office actions before reaching final disposition (in the 46% percentile). The median prosecution time is 40 months (in the 15% percentile).

Strategic Considerations

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

  • The art unit's allowance rate suggests a more challenging examination environment compared to the USPTO average.
  • With fewer office actions than average, plan for relatively streamlined prosecution.
  • The median prosecution time is longer 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.