USPTO Art Unit 2614 Prosecution Statistics

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
18876669METHOD, SYSTEM AND DEVICE FOR GENERATING DISORDERLY STACKED PARCEL IMAGESDecember 2024June 2025Allow600YesNo
18935907APPARATUS AND METHOD FOR DYNAMIC RANGE TRANSFORMING OF IMAGESNovember 2024May 2025Allow610YesNo
18935931APPARATUS 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
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
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
18742054SIMULATED CONTROL FOR 3- DIMENSIONAL HUMAN POSES IN VIRTUAL REALITY ENVIRONMENTSJune 2024May 2025Allow1110NoNo
18680852Graphical User Interface To Create PalimpsestsMay 2024April 2025Allow1100NoNo
18679802MACHINE LEARNING ACCELERATOR MECHANISMMay 2024May 2025Allow1110NoNo
18673295NONINVASIVE MULTIMODAL ORAL ASSESSMENT AND DISEASE DIAGNOSES APPARATUS AND METHODMay 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
18664159Methods and Devices for Improved Inverse Iterative WarpingMay 2024June 2025Allow1310YesNo
18660382HEAD MODELING FOR A THERAPEUTIC OR DIAGNOSTIC PROCEDUREMay 2024April 2025Allow1100NoNo
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
18638019CUSTOMIZED ANIMATION FROM VIDEOApril 2024March 2025Allow1110NoNo
18636687MIXTURE OF VOLUMETRIC PRIMITIVES FOR EFFICIENT NEURAL RENDERINGApril 2024March 2025Allow1110YesNo
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
18629090MIXED REALITY SYSTEM FOR CONTEXT-AWARE VIRTUAL OBJECT RENDERINGApril 2024February 2025Allow1010NoNo
18625462Systems and Methods for Automatically Defining and Accurately Adjusting Normals for Primitives of a Three-Dimensional ModelApril 2024October 2024Allow610NoNo
18613077IMAGE PROCESSING SYSTEMS AND METHODS FOR MAPPING ERRORS OR ARTIFACTSMarch 2024May 2025Allow1321YesNo
18610391GRAPHICS PROCESSING SYSTEM AND METHOD OF RENDERINGMarch 2024April 2025Allow1310NoNo
18608266SURGICAL DISPLAYMarch 2024August 2024Allow520YesNo
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
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
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
18590163STROKE TAPESTRY SYSTEMS AND METHODSFebruary 2024January 2025Allow1110NoNo
18588932Systems and Methods for Modeling Structures Using Point Clouds Derived from Stereoscopic Image PairsFebruary 2024June 2025Abandon1610NoNo
18587452PROCESSING USER SELECTABLE PRODUCT IMAGES AND FACILITATING VISUALIZATION-ASSISTED VIRTUAL DRESSINGFebruary 2024June 2025Allow1610YesNo
184441863D BUILDING ANALYZERFebruary 2024March 2025Allow1310YesNo
18431476IMAGE PROCESSING APPARATUS, IMAGE PROCESSING METHOD, AND RECORDING MEDIUMFebruary 2024April 2025Allow1420NoNo
18425040AUGMENTED REALITY FOR VEHICLE OPERATIONSJanuary 2024February 2025Allow1310NoNo
18423370INTELLIGENT REGULATION AND MANAGEMENT SYSTEM FOR CAR BEAUTY LAMP AND IN-VEHICLE HUMAN BODY BEAUTY LIGHT SOURCEJanuary 2024May 2024Allow310NoNo
18421776VISUAL DEVICE FOR INDICATING VALUE OF ENVIRONMENTAL PARAMETER VIA REMOTE PLATFORMJanuary 2024November 2024Allow900NoNo
18418664Systems and Methods for Signal-Based Point Cloud RepresentationJanuary 2024July 2024Allow610NoNo
18415053Systems, Methods, And Media For Detecting Object-Free SpaceJanuary 2024December 2024Allow1110NoNo
18415250ESTIMATING DIMENSIONS OF GEO-REFERENCED GROUND-LEVEL IMAGERY USING ORTHOGONAL IMAGERYJanuary 2024August 2024Allow700NoNo
18412666Systems and Methods for Optimized Streaming of Three-Dimensional ContentJanuary 2024December 2024Allow1120NoNo
18411520Resiliency Schemes for Distributed Storage SystemsJanuary 2024November 2024Allow1010NoNo
18402315HYBRID RENDER WITH DEFERRED PRIMITIVE BATCH BINNINGJanuary 2024May 2025Allow1620NoNo
18401369TESSELLATION OF PATCHES OF SURFACES IN A TILE BASED RENDERING SYSTEMDecember 2023August 2024Allow800YesNo
18401376TEXT-DESCRIPTION BASED GENERATION OF AVATARS FOR ARTIFICIAL INTELLIGENCE CHARACTERSDecember 2023September 2024Allow830YesNo
18398074THREE-DIMENSIONAL VIEW-BASED FABRICATED BUILDING DISPLAY METHOD AND SYSTEMDecember 2023April 2024Allow310NoNo
18574650Using SLAM 3D Information To Optimize Training And Use Of Deep Neural Networks For Recognition And Tracking Of 3D ObjectDecember 2023November 2024Allow1110NoNo
18393365METHOD FOR VERIFYING HARD TISSUE LOCATION USING IMPLANT IMAGINGDecember 2023January 2025Allow1310NoNo
18572511METHOD, APPARATUS AND DEVICE FOR CONVERTING TEXTURE MAP OF THREE-DIMENSIONAL MODEL, AND MEDIUMDecember 2023May 2024Allow500NoNo
18542825DATA ACQUISITION AND RECONSTRUCTION METHOD AND SYSTEM FOR HUMAN BODY THREE-DIMENSIONAL MODELING BASED ON SINGLE MOBILE PHONEDecember 2023February 2024Allow200YesNo
18544253VIRTUAL REALITY TRAINING DEVICEDecember 2023April 2025Allow1610YesNo
18541369ANIMATED EXPRESSIVE ICONDecember 2023April 2025Allow1610NoNo
18537388Hardware Acceleration for Motion Blur with Ray TracingDecember 2023June 2025Allow1800NoNo
18537648SYSTEMS AND METHODS FOR DETERMINING IMAGE CAPTURE SETTINGSDecember 2023January 2025Allow1410NoNo
18535307GRAPHICS PROCESSING SYSTEMS AND METHODSDecember 2023November 2024Allow1110NoNo
18533301AR DISPLAY APPARATUS AND AR DISPLAY METHODDecember 2023June 2025Abandon1820NoNo
18529099Systems and Methods for Automatically Correcting the Orientation of Three-Dimensional ModelsDecember 2023August 2024Allow911YesNo
18526213METHOD AND SYSTEM FOR IN-VEHICLE SENSOR RANGE AND FOV AR VISUALIZATIONDecember 2023December 2024Allow1210NoNo
18525756PRIMITIVE BLOCK GENERATOR FOR GRAPHICS PROCESSING SYSTEMSNovember 2023October 2024Allow1010NoNo
18521339Visual Data Management System and MethodNovember 2023February 2025Allow1410YesNo
18517455Virtual Walkthrough Experience Generation Based on Neural Radiance Field Model RenderingsNovember 2023June 2025Allow1900YesNo
18515024NEURAL DYNAMIC IMAGE-BASED RENDERINGNovember 2023June 2025Allow1900NoNo
18507377Compression of Attribute Values Comprising Unit VectorsNovember 2023April 2025Allow1710NoNo
18506927OVERLAY TREES FOR RAY TRACINGNovember 2023December 2024Allow1410NoNo
18388562GRAPHICS PROCESSING SYSTEM AND METHOD OF RENDERINGNovember 2023July 2025Allow2000NoNo
18505470DYNAMIC CONTROL FOR A MACHINE LEARNING AUTOENCODERNovember 2023July 2025Allow2020YesNo
18504024DYNAMIC CONTENT PLACEMENT IN A THREE-DIMENSIONAL SIMULATED WORLDNovember 2023July 2024Abandon910NoNo
18387822METHOD AND SYSTEM FOR SIMULATING A VIRTUAL PERFORMANCE USING VIRTUAL CHARACTERS FOR CONTENT VIEWERSNovember 2023July 2024Allow810NoNo
18387263DATA PROCESSING PROGRAM, DATA PROCESSING METHOD AND DATA PROCESSING DEVICE FOR DISPLAYING EXTERNAL INFORMATION IN VIRTUAL SPACENovember 2023March 2025Abandon1610NoNo
18501781GEOLOGIC MODEL AND PROPERTY VISUALIZATION SYSTEMNovember 2023September 2024Allow1020YesNo
18386515GENERATING GROUND TRUTHS FOR MACHINE LEARNINGNovember 2023September 2024Allow1010NoNo
18386284DATA PROCESSING METHOD, APPARATUS, DEVICE, AND MEDIUMNovember 2023June 2025Allow2000NoNo
18288738MULTI-GPU-BASED IMAGE RENDERING METHOD AND APPARATUS, AND READABLE STORAGE MEDIUMOctober 2023October 2024Allow1110NoNo
18496544GENERATING CUSTOMIZED CONTEXT-SPECIFIC VISUAL ARTIFACTS USING ARTIFICIAL INTELLIGENCEOctober 2023July 2024Allow920YesNo
18384340VISUALIZATION OF POST-TREATMENT OUTCOMES FOR MEDICAL TREATMENTOctober 2023October 2024Allow1210NoNo
18383975INTERMEDIARY EMERGENT CONTENTOctober 2023December 2024Allow1310YesNo
18383824PERFORMANCE OF RAY-TRACED SHADOW CREATION WITHIN A SCENEOctober 2023February 2025Allow1620NoNo
18493934IMAGE PROCESSING METHOD, IMAGING PROCESSING APPARATUS, ELECTRONIC DEVICE, AND STORAGE MEDIUMOctober 2023June 2025Allow2000NoNo
18493035SYSTEMS AND METHODS FOR MULTIMODAL PRETRAINING FOR THREE-DIMENSIONAL UNDERSTANDING MODELSOctober 2023June 2025Allow2000NoNo
18382940REDUCED ACCELERATION STRUCTURES FOR RAY TRACING SYSTEMSOctober 2023October 2024Allow1210YesNo
18382898DEFORMING REAL-WORLD OBJECT USING AN EXTERNAL MESHOctober 2023August 2024Allow1010NoNo
18490548Quantized Ray Intersection Testing with Definitive Hit DetectionOctober 2023October 2024Allow1210NoNo
18487336Resiliency Schemes for Distributed Storage SystemsOctober 2023December 2024Allow1410NoNo
18483028Systems and methods for recolouring vector graphicsOctober 2023November 2024Allow1310NoNo
183775523D STRUCTURE ENGINE-BASED COMPUTATION PLATFORMOctober 2023April 2025Allow1820NoNo
18480327SYSTEM, DEVICES AND/OR PROCESSES FOR APPLICATION OF AN INTENSITY DERIVATIVE FOR TEMPORAL IMAGE STABILITYOctober 2023June 2025Allow2100NoNo
18480205Systems and Methods for Customizing Motion Associated With Point Cloud AnimationsOctober 2023March 2024Allow510NoNo
18480304IMAGE MODIFICATION TECHNIQUESOctober 2023June 2024Allow910NoNo
183756933D CAPTIONS WITH FACE TRACKINGOctober 2023August 2024Allow1010YesNo

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
263
Examiner Affirmed
192
(73.0%)
Examiner Reversed
71
(27.0%)
Reversal Percentile
21.5%
Lower than average

What This Means

With a 27.0% 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
1470
Allowed After Appeal Filing
488
(33.2%)
Not Allowed After Appeal Filing
982
(66.8%)
Filing Benefit Percentile
52.1%
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, 33.2% 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 17,816 patent applications in our dataset, with an overall allowance rate of 69.5%. Applications typically reach final disposition in approximately 47 months.

Comparative Analysis

Art Unit 2614's allowance rate of 69.5% 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 2.02 office actions before reaching final disposition (in the 67% percentile). The median prosecution time is 47 months (in the 1% 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.