USPTO Art Unit 2615 Prosecution Statistics

Art Unit Information

Art Unit: 2615
Group: 2610
Tech Center: 2600
Total Cases: 3,887
Last Active: January 2025

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
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
18968248LIGHT SCREEN DEVICE, LIGHTING-EFFECT GENERATING METHOD AND DEVICE THEREOF, AND STORAGE MEDIUMDecember 2024June 2025Allow610NoNo
18882690CONTENT SYNTHESIS USING GENERATIVE ARTIFICIAL INTELLIGENCE MODELSeptember 2024November 2024Allow200NoNo
18806361DATA INTERPOLATION PLATFORM FOR GENERATING PREDICTIVE AND INTERPOLATED PRICING DATAAugust 2024November 2024Allow310YesNo
18792058WATERMARK PROCESSING METHOD, ELECTRONIC DEVICE, AND STORAGE MEDIUMAugust 2024October 2024Allow200NoNo
18767924IMAGE STITCHING METHOD, APPARATUS AND DEVICE BASED ON REINFORCEMENT LEARNING AND STORAGE MEDIUMJuly 2024October 2024Allow410NoNo
18763894Method of Enhancing Abnormal Area of Ground-Penetrating Radar Image Based on Hybrid-Supervised LearningJuly 2024October 2024Allow400NoNo
18754454VIDEO CONFIRMATION COMPUTERJune 2024February 2025Allow810YesNo
18753916FREQUENCY PATTERN FOR REDUCING PARASITIC INTERACTIONS IN A QUBIT GRIDJune 2024June 2025Allow1210NoNo
18733001METHODS AND SYSTEMS FOR SHARING AN EXPERIENCE BETWEEN USERSJune 2024March 2025Allow1000NoNo
18680587VISUALIZER FOR SWIMMING POOLSMay 2024January 2025Allow800YesNo
18677320CROSS GPU SCHEDULING OF DEPENDENT PROCESSESMay 2024March 2025Allow1010NoNo
18669733FIGURE-GROUND NEURAL RADIANCE FIELDS FOR THREE-DIMENSIONAL OBJECT CATEGORY MODELLINGMay 2024February 2025Allow900YesNo
18666374VIRTUAL CONTENT GENERATIONMay 2024April 2025Allow1100NoNo
18651960POINT CLOUD FILTERINGMay 2024November 2024Allow700NoNo
18651378AUGMENTED REALITY SOCIAL MEDIA PLATFORM, SYSTEMS, AND METHODS RELATED THERETOApril 2024February 2025Allow1010YesNo
18648888Virtual Background SynchronizationApril 2024November 2024Allow700NoNo
18703681SYSTEMS FOR CHARACTERIZING A REGION OF INTEREST OF A BIOLOGICAL TISSUEApril 2024February 2025Allow1010YesNo
18639131RUN-LENGTH STRIPPING METHOD FOR GENERATING SKELETON LINES OF COMPLEX PLAIN RIVER NETWORKSApril 2024November 2024Allow700NoNo
18632063SYSTEMS AND METHODS FOR USING AUGMENTED REALITY TO PREVIEW FALSE EYELASHESApril 2024October 2024Allow710YesNo
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
18621064SYSTEMS AND METHODS FOR ARRANGING CLOTHING PATTERNSMarch 2024September 2024Allow610YesNo
18617611ANATOMICAL MODEL DISPLAYINGMarch 2024November 2024Allow700NoNo
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
18610869Rendering of Enrolled User's Face for External DisplayMarch 2024November 2024Allow800NoNo
18610818DISPLAY DEVICE AND DISPLAY METHODMarch 2024April 2025Allow1310NoNo
18609822OBJECT TRACKING THROUGH ARTIFACTSMarch 2024December 2024Allow910YesNo
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
18595138INPUT/OUTPUT FILTER UNIT FOR GRAPHICS PROCESSING UNITMarch 2024January 2025Allow1110NoNo
18591011IMAGE PROCESSING APPARATUS, IMAGE PROCESSING METHOD, AND PROGRAMFebruary 2024February 2025Allow1210YesNo
18591787Safe and Privacy Preserving Video RepresentationFebruary 2024February 2025Allow1110YesNo
18587634SYSTEMS AND METHODS FOR AUGMENTED REALITY VIDEO GENERATIONFebruary 2024February 2025Allow1200NoNo
18586268AUGMENTED REALITY ENABLED DYNAMIC PRODUCT PRESENTATIONFebruary 2024October 2024Allow810NoNo
18581170VEHICULAR TELEMATIC SYSTEMS AND METHODS FOR GENERATING INTERACTIVE ANIMATED GUIDED USER INTERFACESFebruary 2024November 2024Allow900NoNo
18442733EFFICIENT REAL-TIME SHADOW RENDERINGFebruary 2024February 2025Allow1200NoNo
18439700METHODS AND SYSTEMS FOR INTER-PIPELINE DATA HAZARD AVOIDANCEFebruary 2024April 2025Allow1520NoYes
18432412PHYSICAL LAYER MODULE AND NETWORK MODULEFebruary 2024April 2025Allow1400NoNo
18431758SYSTEMS AND METHODS FOR MIXED REALITYFebruary 2024December 2024Allow1010NoNo
18430431NEURAL NETWORK-BASED IMAGE PROCESSING WITH ARTIFACT COMPENSATIONFebruary 2024June 2025Allow1620YesNo
18429253LABEL IMAGE SYNTHESIS USING GENERATIVE AIJanuary 2024August 2024Allow610YesNo
18426897METHOD AND SYSTEM FOR IDENTIFYING AND TRACKING AN OBJECT IN SPACE AND GENERATING DIGITAL TWIN CONTENTS INCLUDING A CORRESPONDING OBJECT WITH REGARD TO THE SPACEJanuary 2024February 2025Allow1200NoNo
18292061Method and Apparatus for Presenting Data Integrity of TransformerJanuary 2024February 2025Abandon1320NoNo
18420911IMAGING LENS AND IMAGING APPARATUSJanuary 2024July 2024Allow610NoNo
184191633D CAPTIONS WITH SEMANTIC GRAPHICAL ELEMENTSJanuary 2024April 2025Allow1510YesNo
18417712SYSTEMS AND METHODS FOR DISPLAYING AND ADJUSTING VIRTUAL OBJECTS BASED ON INTERACTIVE AND DYNAMIC CONTENTJanuary 2024March 2025Allow1400NoNo
18414101LOCATION-BASED DIGITAL TOKEN MANAGEMENT SYSTEMS, METHODS, AND APPARATUSJanuary 2024April 2025Allow1530YesNo
18412340DISPLAY DEVICE AND METHOD FOR DISPLAYING AN IMAGE THEREONJanuary 2024March 2025Allow1410YesNo
18401396DYNAMIC CONTROL OF KNOWLEDGE SCOPE OF ARTIFICIAL INTELLIGENCE CHARACTERSDecember 2023May 2025Allow1750YesNo
18401416CONTEXTUALLY ORIENTED BEHAVIOR OF ARTIFICIAL INTELLIGENCE CHARACTERSDecember 2023September 2024Allow920YesNo
18400100Connecting Overlapping Line Segments in a Two-Dimensional ViewDecember 2023August 2024Allow810YesNo
18401020PERIOCULAR TEST FOR MIXED REALITY CALIBRATIONDecember 2023March 2025Allow1510YesNo
18398181METHOD AND SYSTEM FOR THREE-DIMENSIONAL (3D) IMAGING OF UNDERGROUND GOAF, AND READABLE STORAGE MEDIUMDecember 2023October 2024Allow910YesNo
18397000SYSTEMS AND METHODS FOR A 3D MODEL FOR VISUALIZATION OF LANDSCAPE DESIGNDecember 2023December 2024Allow1210NoNo
18395258INTERACTION METHOD FOR DISPLAYING A CONTROL COMPONENT BASED ON A TRIGGER OPERATION IN MULTIMEDIA CONTENTSDecember 2023December 2024Allow1130YesNo
18395303VISUALIZATIONS OF MULTI-NODAL TRANSFERS AND GESTURE-BASED INTERACTIVITY IN VIRTUAL OR AUGMENTED REALITYDecember 2023August 2024Allow800YesNo
18389763IMPLEMENTING SWITCHES BETWEEN MODES AND SWITCHES BETWEEN IMAGE EDITING FUNCTIONSDecember 2023December 2024Allow1210NoNo
18545925Improved Predictive Coding for Point Cloud CompressionDecember 2023August 2024Allow700NoNo
18544619STREAM ENGINE WITH ELEMENT PROMOTION AND DECIMATION MODESDecember 2023July 2025Allow1810NoNo
18538798OBJECT RENDERING BASED ON COLOR SUPERIMPOSINGDecember 2023September 2024Allow920YesNo
18539240ENABLE INTERACTION BETWEEN A USER AND AN AGENT OF A 5G WIRELESS TELECOMMUNICATION NETWORK USING AUGMENTED REALITY GLASSESDecember 2023January 2025Allow1310NoNo
18537105INTERCONNECTED VISUAL ANIMATIONS FOR INTERRELATED OBJECTSDecember 2023February 2025Abandon1510NoNo
18537478MODIFYING USER REPRESENTATIONSDecember 2023October 2024Allow1010NoNo
18534258FACIAL SYNTHESIS IN AUGMENTED REALITY CONTENT FOR ONLINE COMMUNITIESDecember 2023October 2024Allow1110NoNo
18532470User Verification of a Generative Response to a Multimodal QueryDecember 2023November 2024Allow1120YesNo
18532768AUGMENTED REALITY SECURITY SCREENING AND DYNAMIC STEP-BY-STEP GUIDANCE AND COMMUNICATIONDecember 2023March 2025Allow1530YesNo
18567790METHOD AND APPARATUS FOR COMPOSING BACKGROUND AND FACE BY USING DEEP LEARNING NETWORKDecember 2023August 2024Allow910NoNo
18523763MATCHING CONTENT TO A SPATIAL 3D ENVIRONMENTNovember 2023February 2025Allow1520NoNo
18523831MEDICAL IMAGE PROCESSING APPARATUSNovember 2023November 2024Allow1200YesNo
18523527SYSTEMS, METHODS, AND DEVICES FOR IMAGE PROCESSINGNovember 2023February 2025Abandon1410NoNo
18519416GENERATING AN AUGMENTED REALITY IMAGE USING A BLENDING FACTORNovember 2023June 2025Allow1920NoNo
18517031AI SYNAPTIC COPROCESSORNovember 2023June 2025Allow1810NoNo
18511820MULTI-VIEW VISUAL DATA DAMAGE DETECTIONNovember 2023October 2024Allow1110NoNo
18511725MEMORY DEVICE INCLUDING PROCESSING CIRCUIT, AND ELECTRONIC DEVICE INCLUDING SYSTEM ON CHIP AND MEMORY DEVICENovember 2023April 2025Allow1710NoNo
18510623CROSS REALITY SYSTEM WITH PRIORITIZATION OF GEOLOCATION INFORMATION FOR LOCALIZATIONNovember 2023December 2024Allow1310NoNo
18509038EARLY RELEASE OF RESOURCES IN RAY TRACING HARDWARENovember 2023September 2024Allow1010NoNo
18502270Debug Trace Circuitry Configured to Generate a Record Including an Address Pair and a Counter ValueNovember 2023June 2025Allow1910NoNo
18386474INFORMATION PROCESSING APPARATUS AND INFORMATION PROCESSING METHODNovember 2023January 2025Allow1510NoNo
18499811AUGMENTED REALITY CONTENT GENERATORS FOR SPATIALLY BROWSING TRAVEL DESTINATIONSNovember 2023February 2025Allow1510YesNo
18496662Augmented Reality Confidential ViewOctober 2023December 2024Abandon1410YesNo
18288250SIGNAL PROCESSING DEVICE AND VEHICLE DISPLAY APPARATUS INCLUDING MULTIPLE DISPLAYSOctober 2023December 2024Allow1420YesNo
18493999METHOD AND APPARATUS FOR ADDING ANIMATION TO VIDEO, AND DEVICE AND MEDIUMOctober 2023November 2024Allow1330YesNo
18382444Systems, Methods, and Graphical User Interfaces for Annotating, Measuring, and Modeling EnvironmentsOctober 2023November 2024Allow1310YesNo
18382045CONFIGURABLE EXTREMITY VISIBILITYOctober 2023June 2025Allow2000NoNo
18489209METHOD AND DEVICE WITH NEURAL NETWORK IMPLEMENTATIONOctober 2023March 2025Allow1710YesNo
18488494Method and Apparatus for Vector Sorting using Vector Permutation LogicOctober 2023June 2025Allow2020NoNo
18486049DENOISING TECHNIQUES SUITABLE FOR RECURRENT BLURSOctober 2023August 2024Allow1000NoNo
18377519SYSTEMS AND METHODS FOR EMULATING FAR-RANGE LIGHTING FOR AN OPERATIONAL SCENE ILLUMINATED BY CLOSE-RANGE LIGHTOctober 2023October 2024Allow1300NoNo
18481489SYSTEMS AND METHODS FOR SYNCHRONIZATION OF MULTI-THREAD LANESOctober 2023October 2024Allow1210NoNo
18376607AR BODY PART TRACKING SYSTEMOctober 2023September 2024Allow1110NoNo
18376098APPARATUS AND METHOD FOR QUANTIZED CONVERGENT DIRECTION-BASED RAY SORTINGOctober 2023September 2024Allow1110NoNo
18478644MARKER-BASED AUGMENTED REALITY AUTHORING TOOLSSeptember 2023September 2024Allow1110YesNo
18476443METHOD AND APPARATUS FOR GENERATING COMPUTER-GENERATED HOLOGRAMSeptember 2023July 2024Allow1010NoNo
18372551AUGMENTED REALITY SYSTEM TO PROVIDE RECOMMENDATION TO REPAIR OR REPLACE AN EXISTING DEVICE TO IMPROVE HOME SCORESeptember 2023May 2025Allow2000YesNo
18371614SPECULATIVE EXECUTION OF HIT AND INTERSECTION SHADERS ON PROGRAMMABLE RAY TRACING ARCHITECTURESSeptember 2023June 2024Allow900YesNo
18472106DATA PROCESSING SYSTEM AND OPERATION METHOD OF DATA PROCESSING APPARATUSSeptember 2023February 2025Allow1700NoNo

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
68
Examiner Affirmed
41
(60.3%)
Examiner Reversed
27
(39.7%)
Reversal Percentile
79.0%
Higher than average

What This Means

With a 39.7% 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
238
Allowed After Appeal Filing
91
(38.2%)
Not Allowed After Appeal Filing
147
(61.8%)
Filing Benefit Percentile
78.1%
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, 38.2% 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 3,887 patent applications in our dataset, with an overall allowance rate of 75.9%. Applications typically reach final disposition in approximately 39 months.

Comparative Analysis

Art Unit 2615's allowance rate of 75.9% 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 1.84 office actions before reaching final disposition (in the 52% percentile). The median prosecution time is 39 months (in the 9% 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 more 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.