USPTO Art Unit 2614 Prosecution Statistics

Art Unit Information

Art Unit: 2614
Group: 2610
Tech Center: 2600
Total Cases: 20,098
Last Active: June 2025

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
19239386Systems and Methods for Splatting Based on a Controlled Sampling of a Three-Dimensional AssetJune 2025August 2025Allow200NoNo
19192434HUMAN BODY POSE ESTIMATION METHOD BASED ON RADIO FREQUENCY HEATMAP DATA ENHANCEMENTApril 2025June 2025Allow100NoNo
19084372INTERACTION PROCESSING METHODS, APPARATUS, ELECTRONIC DEVICES, STORAGE MEDIA, AND PROGRAMMarch 2025September 2025Allow610NoNo
19065225SURGICAL DISPLAYFebruary 2025September 2025Allow610NoNo
19053343CONTENT DISTRIBUTION METHOD AND APPARATUS, ELECTRONIC DEVICE, STORAGE MEDIUM, AND PROGRAM PRODUCTFebruary 2025September 2025Allow710NoNo
19038210PERSONALIZED DIGITAL VISUAL REPRESENTATION SYSTEM AND METHODJanuary 2025July 2025Allow610YesNo
19030811THREE-DIMENSIONAL SIZING TOOL FOR CARDIAC ASSESSMENTJanuary 2025July 2025Allow610YesNo
18876669METHOD, SYSTEM AND DEVICE FOR GENERATING DISORDERLY STACKED PARCEL IMAGESDecember 2024June 2025Allow600YesNo
18971621Progressive Compression of Geometry for Graphics ProcessingDecember 2024November 2025Allow1100NoNo
18950535Systems and Methods for Generating Size-Optimized Three-Dimensional Content Based on Constraints that Modify the Three-Dimensional Content ModelingNovember 2024June 2025Allow710NoNo
18948309SYSTEM AND METHOD FOR RECONSTRUCTING 3D SCENE DATA FROM 2D IMAGE DATANovember 2024June 2025Allow710NoNo
18935931APPARATUS AND METHOD FOR DYNAMIC RANGE TRANSFORMING OF IMAGESNovember 2024May 2025Allow610YesNo
18935907APPARATUS AND METHOD FOR DYNAMIC RANGE TRANSFORMING OF IMAGESNovember 2024May 2025Allow610YesNo
18921337SURGICAL DISPLAYOctober 2024February 2025Allow410NoNo
18921099METHOD AND SYSTEM FOR SIMULATING A VIRTUAL PERFORMANCE USING VIRTUAL CHARACTERS FOR CONTENT VIEWERSOctober 2024February 2025Allow410NoNo
18818276METHOD AND APPARATUS FOR DATA VISUALIZATION BASED ON CHARTAugust 2024May 2025Allow920NoNo
18786960Large Language Models for Voice-Driven NPC InteractionsJuly 2024February 2026Allow1900NoNo
18781050Mixed-Reality Theme Park System and Method of Operating ThereofJuly 2024February 2026Allow1900NoNo
18768841LATE WARPING TO MINIMIZE LATENCY OF MOVING OBJECTSJuly 2024March 2026Allow2010NoNo
18757338MATCHING MESHES FOR VIRTUAL AVATARSJune 2024April 2025Allow900YesNo
18755154SYSTEMS AND METHODS FOR GENERATING THREE DIMENSIONAL GEOMETRYJune 2024June 2025Allow1210NoNo
18752412ANISOTROPIC TEXTURE FILTERING BY COMBINING ISOTROPIC FILTERING RESULTS AT EACH OF A PLURALITY OF SAMPLING POINTSJune 2024May 2025Allow1010NoNo
18749566SYSTEMS AND METHODS FOR INTERACTIVE DIGITAL OVERLAYMENTJune 2024February 2026Abandon2010NoNo
18747172METHODS AND SYSTEMS FOR IMAGING A SCENE, SUCH AS A MEDICAL SCENE, AND TRACKING OBJECTS WITHIN THE SCENEJune 2024January 2025Allow700NoNo
18743494Methods and Systems for Generating Three-Dimensional Images that Enable Improved Visualization and Interaction with Objects in the Three-Dimensional ImagesJune 2024June 2025Allow1210NoNo
18742900APPARATUS AND METHOD FOR GENERATING AND DISPLAYING THREE-DIMENSIONAL IMAGESJune 2024January 2025Allow710NoNo
18742054SIMULATED CONTROL FOR 3- DIMENSIONAL HUMAN POSES IN VIRTUAL REALITY ENVIRONMENTSJune 2024May 2025Allow1110NoNo
18740698COMPRESSED GEOMETRY RENDERING AND STREAMINGJune 2024November 2025Allow1710NoNo
18740209DIGITAL BLOCK OUT OF DIGITAL PREPARATIONJune 2024July 2025Allow1310NoNo
18737901SYSTEMATIC METHOD FOR GENERATING PLANAR EXPANDABLE STRUCTURE BY ADDING HINGED SURFACES BASED ON UNIFORM TESSELLATIONJune 2024September 2025Abandon1620YesNo
18680852Graphical User Interface To Create PalimpsestsMay 2024April 2025Allow1100NoNo
18679802MACHINE LEARNING ACCELERATOR MECHANISMMay 2024May 2025Allow1110NoNo
18673295NONINVASIVE MULTIMODAL ORAL ASSESSMENT SYSTEMSMay 2024April 2025Allow1110YesNo
18671780DETERMINING DRAINAGE CONSTRAINTS AND GEOMETRIES IN A TRIANGULAR MESHMay 2024December 2024Allow700YesNo
18670442ANISOTROPIC TEXTURE FILTERING USING WEIGHTS OF AN ANISOTROPIC FILTER THAT MINIMIZE A COST FUNCTIONMay 2024April 2025Allow1110NoNo
18666992Orientation Based on Vanishing PointsMay 2024January 2026Allow2010NoNo
18664159Methods and Devices for Improved Inverse Iterative WarpingMay 2024June 2025Allow1310YesNo
18660382HEAD MODELING FOR A THERAPEUTIC OR DIAGNOSTIC PROCEDUREMay 2024April 2025Allow1100NoNo
18658845IMAGE GENERATION WITH FLEXIBLE SAMPLER FOR DIFFUSION MODELINGMay 2024November 2025Allow1800NoNo
18657567RELATIONAL LOSS FOR ENHANCING TEXT-BASED STYLE TRANSFERMay 2024November 2025Allow1800NoNo
18657586GENERATION AND DISPLAY OF INTERACTIVE 3D REAL ESTATE MODELSMay 2024April 2025Allow1110YesNo
18648880Systems and Methods for Customizing Motion Associated With Point Cloud AnimationsApril 2024October 2024Allow610NoNo
18647503METHOD FOR RENDERING USER INTERFACE AND COMPUTING DEVICE THEREFORApril 2024February 2025Allow910NoNo
18641472PHOTOREALISTIC REAL-TIME PORTRAIT ANIMATIONApril 2024December 2024Allow800NoNo
18642375TEXTURING/SHADING IN A GPU PIPELINE BYPASSING BILINEAR FILTERApril 2024August 2025Allow1610NoNo
18638019CUSTOMIZED ANIMATION FROM VIDEOApril 2024March 2025Allow1110NoNo
18636687MIXTURE OF VOLUMETRIC PRIMITIVES FOR EFFICIENT NEURAL RENDERINGApril 2024March 2025Allow1110YesNo
18635115Vehicle Control Apparatus And Method ThereofApril 2024November 2025Allow1900NoNo
18631809ENHANCING MONITORING SYSTEM WITH AUGMENTED REALITYApril 2024January 2026Allow2130YesNo
18632144SCALABLE, INTERACTIVE WORLD COMPONENTS COMBINING LOGIC, STRUCTURE, AND INTERACTIVITYApril 2024April 2025Allow1210NoNo
18631962USING IMAGE PROCCESSING, MACHINE LEARNING AND IMAGES OF A HUMAN FACE FOR PROMPT GENERATION RELATED TO BEAUTY PRODUCTS FOR THE HUMAN FACEApril 2024January 2025Allow920YesNo
18629371COMPUTER PROGRAM, SERVER DEVICE, TERMINAL DEVICE, AND METHOD FOR MOVING GIFT IN VIRTUAL SPACEApril 2024November 2025Abandon1910NoNo
18629090MIXED REALITY SYSTEM FOR CONTEXT-AWARE VIRTUAL OBJECT RENDERINGApril 2024February 2025Allow1010NoNo
18628668METHODS FOR MODELLING AND MANAUFACTURING A DEVICEApril 2024February 2026Allow2210NoNo
18628611GRAPH SIMULATION FOR FACIAL MICRO FEATURES VIA PRE-COMPUTED DISPLACEMENT TEXTURE MAPSApril 2024February 2026Allow2210NoNo
18625462Systems and Methods for Automatically Defining and Accurately Adjusting Normals for Primitives of a Three-Dimensional ModelApril 2024October 2024Allow610NoNo
18624960GENERATING IMAGES USING SEQUENCES OF GENERATIVE NEURAL NETWORKSApril 2024August 2025Allow1620YesNo
18623987ROBOTIC LEARNING OF ASSEMBLY TASKS USING AUGMENTED REALITYApril 2024July 2025Allow1510NoNo
18618535SYSTEM FOR AUTOMATIC PLACEMENT OF CONTENT IN A MULTIUSER AR SYSTEMMarch 2024February 2026Allow2310NoNo
18617535PROGRESSIVE REAL-TIME DIFFUSION OF LAYERED CONTENT FILES WITH ANIMATED FEATURESMarch 2024November 2025Allow1900NoNo
18614103Systems, Devices, and Methods for Generating a DisplayMarch 2024March 2026Abandon2430NoYes
18613077IMAGE PROCESSING SYSTEMS AND METHODS FOR MAPPING ERRORS OR ARTIFACTSMarch 2024May 2025Allow1321YesNo
18610391GRAPHICS PROCESSING SYSTEM AND METHOD OF RENDERINGMarch 2024April 2025Allow1310NoNo
18609168POLYGON CORRECTION METHOD AND APPARATUS, POLYGON GENERATION METHOD AND APPARATUS, ELECTRONIC DEVICE, AND COMPUTER-READABLE STORAGE MEDIUMMarch 2024November 2025Allow2000YesNo
18608266SURGICAL DISPLAYMarch 2024August 2024Allow520YesNo
18607604IMAGE PROCESSING APPARATUS, IMAGE PROCESSING METHOD, AND STORAGE MEDIUM FOR VIRTUAL VIEWPOINT IMAGE RENDERING THROUGH MACHINE LEARNINGMarch 2024March 2026Allow2410NoNo
18607901RAY TRACING USING RESERVOIR RESAMPLING WITH SPATIAL SHIFT-MAPPINGMarch 2024May 2025Allow1400NoNo
18608640METHOD AND SYSTEM FOR GENERATING POLYGON MESHES APPROXIMATING SURFACES USING ITERATION FOR MESH VERTEX POSITIONSMarch 2024June 2025Allow1510NoNo
18691461INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING SYSTEM, AND INFORMATION PROCESSING METHOD FOR APPROPRIATE DISPLAY OF PRESENTER AND PRESENTATION ITEMMarch 2024November 2025Allow2010NoNo
18603077FEEDBACK FOR SURGICAL ROBOTIC SYSTEM WITH VIRTUAL REALITYMarch 2024December 2025Allow2230YesNo
18602339Hanger Generation in Computer-Aided Design ProgramsMarch 2024May 2025Allow1410NoNo
18601749METHODS AND SYSTEM FOR GENERATING AND DISPLAYING 3D VIDEOS IN A VIRTUAL, AUGMENTED, OR MIXED REALITY ENVIRONMENTMarch 2024April 2025Allow1310NoNo
18602009GPU Processor SystemMarch 2024February 2026Allow2310NoNo
18598982SYSTEMS AND METHODS FOR TIMELINE VISUALIZATIONMarch 2024March 2025Allow1210YesNo
18599083CROSS REALITY SYSTEM FOR LARGE SCALE ENVIRONMENT RECONSTRUCTIONMarch 2024September 2024Allow700NoNo
18596686GPU-BASED INTEGRATED PROCESSING METHOD AND SYSTEM FOR GEOCHEMICAL DATAMarch 2024February 2025Allow1210NoNo
18595832Computer Vision Systems and Methods for Modeling Roofs of Structures Using Two-Dimensional and Partial Three-Dimensional DataMarch 2024April 2025Allow1310NoNo
18594326MODIFIED VIEWS FOR AN EXTENDED REALITY ENVIRONMENTMarch 2024April 2025Allow1320YesNo
18593130INTERACTIVE MEDIA OBJECT SYSTEM WITH MODULAR-BASED FEATUREMarch 2024August 2025Allow1720YesNo
18590163STROKE TAPESTRY SYSTEMS AND METHODSFebruary 2024January 2025Allow1110NoNo
18588935GEOLOGICALLY MEANINGFUL SUBSURFACE MODEL GENERATION BASED ON A TEXT DESCRIPTIONFebruary 2024February 2026Allow2320YesNo
18586655INFORMATION PROCESSING APPARATUS AND METHOD, AND STORAGE MEDIUM FOR GENERATING ARBITRARY VIEWPOINT IMAGESFebruary 2024October 2025Allow2010NoNo
18587452PROCESSING USER SELECTABLE PRODUCT IMAGES AND FACILITATING VISUALIZATION-ASSISTED VIRTUAL DRESSINGFebruary 2024June 2025Allow1610YesNo
18587761APPARATUS AND METHOD FOR THROTTLING A RAY TRACING PIPELINEFebruary 2024September 2025Allow1910NoNo
18586124METHODS AND SYSTEMS FOR ESTIMATING PHYSICAL PROPERTIES OF OBJECTSFebruary 2024August 2025Allow1800NoNo
18583705AIRBORNE LiDAR POINT CLOUD FILTERING METHOD DEVICE BASED ON SUPER-VOXEL GROUND SALIENCYFebruary 2024December 2025Allow2110NoNo
18582090FIX-POINT IMPLEMENTATION OF MESH CODECFebruary 2024January 2026Allow2310NoNo
184441863D BUILDING ANALYZERFebruary 2024March 2025Allow1310YesNo
18440764ARTIFICIAL INTELLIGENCE MODELING TECHNIQUES FOR VISION-BASED OCCUPANCY DETERMINATIONFebruary 2024July 2025Allow1740YesNo
18434716OPTIMIZATION OF GRAPHICS WORKLOADS THROUGH FUTURE FRAMESFebruary 2024January 2026Allow2310NoNo
18431476IMAGE PROCESSING APPARATUS, IMAGE PROCESSING METHOD, AND RECORDING MEDIUMFebruary 2024April 2025Allow1420NoNo
18427878MANAGING AN INDUSTRIAL ENVIRONMENT HAVING MACHINERY OPERATED BY REMOTE WORKERS AND PHYSICALLY PRESENT WORKERSJanuary 2024January 2026Allow2310NoNo
18293573GRAPHICS RENDERING METHOD, APPARATUS, AND STORAGE MEDIUMJanuary 2024October 2025Allow2110NoNo
18425040AUGMENTED REALITY FOR VEHICLE OPERATIONSJanuary 2024February 2025Allow1310NoNo
18426273INTERSECTION TESTING FOR RAY TRACINGJanuary 2024November 2025Allow2100NoNo
18424077Multiple Household ManagementJanuary 2024September 2025Allow2000NoNo
18423370INTELLIGENT REGULATION AND MANAGEMENT SYSTEM FOR CAR BEAUTY LAMP AND IN-VEHICLE HUMAN BODY BEAUTY LIGHT SOURCEJanuary 2024May 2024Allow310NoNo
18423414VIRTUAL SPACE PRODUCTION APPARATUSJanuary 2024February 2026Abandon2510NoNo
18421776VISUAL DEVICE FOR INDICATING VALUE OF ENVIRONMENTAL PARAMETER VIA REMOTE PLATFORMJanuary 2024November 2024Allow900NoNo
18420243Perspective Distortion Correction on FacesJanuary 2024December 2025Allow2220YesNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for art-unit 2614.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
276
Examiner Affirmed
199
(72.1%)
Examiner Reversed
77
(27.9%)
Reversal Percentile
26.5%
Lower than average

What This Means

With a 27.9% reversal rate, the PTAB affirms the examiner's rejections in the vast majority of cases. This reversal rate is below the USPTO average, indicating that appeals face more challenges here than typical.

Strategic Value of Filing an Appeal

Total Appeal Filings
1669
Allowed After Appeal Filing
574
(34.4%)
Not Allowed After Appeal Filing
1095
(65.6%)
Filing Benefit Percentile
60.6%
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, 34.4% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is above the USPTO average, suggesting that filing an appeal can be an effective strategy for prompting 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 is strategically valuable. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.

Art Unit 2614 - Prosecution Statistics Summary

Executive Summary

Art Unit 2614 is part of Group 2610 in Technology Center 2600. This art unit has examined 20,098 patent applications in our dataset, with an overall allowance rate of 67.9%. Applications typically reach final disposition in approximately 49 months.

Comparative Analysis

Art Unit 2614's allowance rate of 67.9% places it in the 27% 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 2614 receive an average of 2.05 office actions before reaching final disposition (in the 63% percentile). The median prosecution time is 49 months (in the 2% 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.