USPTO Art Unit 2617 Prosecution Statistics

Art Unit Information

Art Unit: 2617
Group: 2610
Tech Center: 2600
Total Cases: 29,827
Last Active: May 2025

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
19218188USING ARTIFICIAL INTELLIGENCE TO GENERATE IMAGES OF PRODUCT BASED ON USER INPUTMay 2025October 2025Allow510YesNo
19205254SYSTEMS AND METHODS FOR REDENDERING AI GENERATED VIDEOS IN REAL TIMEMay 2025August 2025Allow300NoNo
19195630METHOD AND SYSTEM FOR CALIBRATING ERGONOMIC DIGITAL HUMAN BASED ON DIGITAL STANDARD HUMANApril 2025October 2025Allow610NoNo
19069267REAL-TIME INTERACTIVE VIDEO GENERATION METHOD AND SYSTEMMarch 2025February 2026Allow1220NoNo
19043588Systems and Methods for Efficient Compression and Decompression of Splat Representations of Three-Dimensional ObjectsFebruary 2025April 2025Allow200YesNo
19038376TEXT-DRIVEN PHOTO STYLE ADJUSTMENT WITH GENERATIVE AIJanuary 2025April 2025Allow200NoNo
18981120DIFFUSION-BASED PERSONALIZED ADVERTISING IMAGE GENERATIONDecember 2024June 2025Allow610NoNo
18959316Cinematic Data Collection and Processing for AI-Driven Video ProductionNovember 2024January 2026Allow1410YesNo
18957821APPARATUS AND METHOD FOR AN INTERACTIVE COURSE USER INTERFACE INCLUDING A DIGITAL AVATARNovember 2024August 2025Allow920YesNo
18950501Dynamic Digital Mask for Enhanced Privacy on Electronic Displays through Mimicry of Polarization EffectsNovember 2024December 2025Abandon1320NoNo
18950513Method for Displaying Two or More Different Images on a Single Screen to Two or More Viewers Positioned at Different AnglesNovember 2024December 2025Abandon1320NoNo
18894035SYSTEM AND METHOD FOR RECONSTRUCTION OF A THREE-DIMENSIONAL HUMAN HEAD MODEL FROM A SINGLE IMAGESeptember 2024October 2025Allow1320NoNo
18887069REALISTIC 3D VIRTUAL WORLD CREATION AND SIMULATION FOR TRAINING AUTOMATED DRIVING SYSTEMSSeptember 2024September 2025Allow1220YesNo
18823530ROBOT FOR IDENTIFYING PERSON TO BE RESCUED WITHIN SPACE WHEN EMERGENCY SITUATION OCCURS AND METHOD OF CONTROLLING THE ROBOTSeptember 2024November 2024Allow300NoNo
18817884Non-Transitory Computer-Readable Storage Medium, Information Processing Method, and Information Processing DeviceAugust 2024December 2024Allow410NoNo
18832859STYLIZED IMAGE GENERATION METHOD AND APPARATUS, ELECTRONIC DEVICE AND STORAGE MEDIUMJuly 2024February 2026Allow1900NoNo
18772239Method and Apparatus Utilizing Augmented Reality for Design CollaborationJuly 2024March 2025Allow800NoNo
18760307Systems and Methods for Generating Customized Enhanced Reality Experiences Based On Multi-Angle Fiducial MarkersJuly 2024August 2024Allow200NoNo
18754472AUTOMATED SPATIAL INDEXING OF IMAGES BASED ON FLOORPLAN FEATURESJune 2024June 2025Allow1120NoNo
18751799DYNAMIC PRECISION MANAGEMENT FOR INTEGER DEEP LEARNING PRIMITIVESJune 2024May 2025Allow1110YesNo
18746235IMPORTANCE SAMPLING FOR DETERMINING A LIGHT MAPJune 2024August 2025Allow1410NoNo
18746569Neck Position Training MethodJune 2024August 2025Abandon1420NoNo
18741962ADDING BEAUTY PRODUCTS TO AUGMENTED REALITY TUTORIALSJune 2024March 2025Allow910YesNo
18737710EMOJI RECORDING AND SENDINGJune 2024June 2025Allow1210YesNo
18736418DETECTING ERROR IN SAFETY-CRITICAL GPU BY MONITORING FOR RESPONSE TO AN INSTRUCTIONJune 2024December 2025Allow1820NoNo
18732242SYSTEM FOR NON-PLANAR SPECULAR REFLECTIONS IN HYBRID RAY TRACINGJune 2024April 2025Allow1100NoNo
18679836Method and Devices for Presenting and Manipulating Conditionally Dependent Synthesized Reality Content ThreadsMay 2024May 2025Allow1110YesNo
18675746APPARATUS AND METHOD FOR EFFICIENT GRAPHICS PROCESSING INCLUDING RAY TRACINGMay 2024August 2025Allow1510NoNo
18674458DISPLAYING AN AUGMENTED REALITY ELEMENT THAT PROVIDES A PERSONALIZED ENHANCED EXPERIENCE AT A WAREHOUSEMay 2024January 2026Allow2020NoNo
18674182METHOD AND SYSTEM FOR GENERATING MIXED REALITY IMAGE RELATED TO DRIVING ENVIRONMENTMay 2024November 2024Allow510NoNo
18673121Blitting a Locked ObjectMay 2024March 2026Allow2210NoNo
18671110TOY PROJECTILE SHOOTER FIRING MODE ASSEMBLY AND SYSTEMMay 2024May 2025Allow1110YesNo
18669201SMART TARGET CO-WITNESSING HIT ATTRIBUTION SYSTEM AND METHODMay 2024May 2025Allow1210NoNo
18665378SERVICE GLASSES WITH SELECTIVE DATA PROVISIONMay 2024February 2026Abandon2120YesNo
18659189PROCESSING SYSTEM WITH DYSLEXIA TEXT CONVERSION AND METHODS FOR USE THEREWITHMay 2024October 2024Allow600NoNo
18708607UNREAL ENGINE-BASED AUTOMATIC LIGHT ARRANGEMENT METHOD AND APPARATUS, DEVICE, AND STORAGE MEDIUMMay 2024January 2025Allow910NoNo
18656299ADAPTING SIMULATED CHARACTER INTERACTIONS TO DIFFERENT MORPHOLOGIES AND INTERACTION SCENARIOSMay 2024October 2025Allow1700NoNo
18706331AUGMENTED REALITY SOCIAL MEDIA PLATFORM, SYSTEMS, AND METHODS RELATED THERETOApril 2024September 2024Allow400NoNo
18648737Regional Adjustment of Render RateApril 2024May 2025Allow1310NoNo
18649614VISUAL STYLE TRANSFORMATION USING MACHINE LEARNINGApril 2024January 2026Allow2100NoNo
18647311Predictive Internal Anatomy VisualizationApril 2024December 2025Allow2000YesNo
18645152METHOD AND SYSTEM FOR MERGING DISTANT SPACESApril 2024February 2025Allow1010YesNo
18645254ARTIFICIAL INTELLIGENCE AUGMENTATION OF GEOGRAPHIC DATA LAYERSApril 2024November 2025Allow1900NoNo
18644523TAGGING VIRTUAL ELEMENTS IN PROXIMITY TO USER DEVICEApril 2024February 2025Allow1010NoNo
18634369GENERATIVE MODEL FOR SUGGESTING IMAGE MODIFICATIONSApril 2024February 2026Allow2210NoNo
18632073USING TWO-DIMENSIONAL IMAGES AND MACHINE LEARNING TO IDENTIFY INFORMATION PERTAINING TO FACIAL FEATURESApril 2024December 2025Allow2041YesNo
18630917THREE-DIMENSIONAL HEAT MAP APPAREL RECOMMENDATIONApril 2024January 2025Allow900NoNo
18629804PROCESSING MONOCULAR VIDEOS USING THREE-DIMENSIONAL GAUSSIAN SPLATTINGApril 2024February 2026Allow2200NoNo
18626166SYSTEMS AND METHODS FOR GESTURE GENERATION FROM TEXTApril 2024January 2026Allow2201NoNo
18623830SYSTEMS AND METHODS FOR COMPUTER ANIMATION USING AN ORDER OF OPERATIONS DEFORMATION ENGINEApril 2024March 2025Allow1200NoNo
18613269PROCESSING COMMAND SUBMISSION IN GRAPHICS PROCESSORSMarch 2024February 2026Allow2310NoNo
18613551GRAPHICS PROCESSING SYSTEMS FOR EXECUTING PROCESSING PIPELINESMarch 2024March 2026Allow2410NoNo
18613375Systems and Methods for Improved Interactivity with Three-Dimensional ObjectsMarch 2024January 2025Allow920YesNo
18613662MACHINE LEARNING TECHNIQUES TO CREATE HIGHER RESOLUTION COMPRESSED DATA STRUCTURES REPRESENTING TEXTURES FROM LOWER RESOLUTION COMPRESSED DATA STRUCTURESMarch 2024August 2025Abandon1620NoNo
18614618SYSTEMS AND METHODS FOR DISPLAY CONTENT CONVERSION AND OPTIMIZATION FOR VIRTUAL DISPLAY SYSTEMSMarch 2024June 2025Allow1420YesNo
18608654GENERATING POLYGON MESHES APPROXIMATING SURFACES WITH SUB-CELL FEATURESMarch 2024November 2025Allow2000NoNo
18693149VR VIDEO MANAGEMENT METHOD AND SYSTEM FOR ENABLING SIMULTANEOUS TRAINING OF MULTIPLE USERSMarch 2024September 2024Allow610NoNo
18602733DYNAMIC DISPATCH FOR WORKGROUP DISTRIBUTIONMarch 2024January 2025Allow1010NoNo
186016613D Conversations in an Artificial Reality EnvironmentMarch 2024January 2025Allow1000NoNo
18601796ALIGNER STAGE ANALYSIS TO OBTAIN MECHANICAL INTERACTIONS OF ALIGNERS AND TEETH FOR TREATMENT PLANNINGMarch 2024June 2025Allow1500NoNo
18601621PROCESSING PRIMITIVES WHICH HAVE UNRESOLVED FRAGMENTS IN A GRAPHICS PROCESSING SYSTEMMarch 2024July 2025Allow1610NoNo
18600597Virtual Therapy- Based apparatus and method for treatment of psychological issuesMarch 2024October 2024Allow710YesNo
18598040TECHNOLOGIES FOR AUGMENTED-REALITYMarch 2024December 2024Allow900NoNo
18596452LOSS DETERMINATION FOR LATENT DIFFUSION MODELSMarch 2024March 2026Allow2410YesNo
18594690TIME-DEPENDENT CLIENT INACTIVITY INDICIA IN A MULTI-USER ANIMATION ENVIRONMENTMarch 2024September 2024Allow700NoNo
18595251THREE-DIMENSIONAL VIRTUAL OBJECT INTERACTION METHOD AND APPARATUS, DISPLAY DEVICE, AND STORAGE MEDIUMMarch 2024March 2025Allow1220NoNo
18593902INTERACTIVE SYSTEM AND METHODMarch 2024December 2024Allow900NoNo
18591132Systems and Methods for Predictive Streaming of Image Data for Spatial ComputingFebruary 2024July 2024Allow510NoNo
18589468IMAGE PROCESSING APPARATUS FOR GENERATING A BACKGROUND IMAGE, IMAGE PROCESSING METHOD, AND STORAGE MEDIUMFebruary 2024February 2026Allow2310NoNo
18587638Systems and Methods for Avoiding Spatial Overlap While Rendering Content Shared Between Artificial-Reality DevicesFebruary 2024February 2026Allow2410NoNo
18584076IMAGE PROCESSING APPARATUS, IMAGE PROCESSING METHOD, AND STORAGE MEDIUMFebruary 2024December 2025Allow2210NoNo
18582399SYSTEM AND METHOD FOR GENERATING AND DISPLAYING AVATARSFebruary 2024January 2026Allow2310NoNo
18582072IMAGE DISPLAY METHOD, DISPLAY CONTROL DEVICE, AND RECORDING MEDIUM FOR DISPLAYING SHAPE IMAGE OF SUBJECT AND COORDINATES ESTIMATED FROM TWO-DIMENSIONAL COORDINATES IN REFERENCE IMAGE PROJECTED THEREONFebruary 2024March 2025Allow1310NoNo
18581184SYSTEMS AND METHODS FOR DIGITAL COMPOSITINGFebruary 2024February 2025Allow1210YesNo
18441360DYNAMICALLY RENDERING A 3D MODEL OF AN OBJECT IN A DIGITAL ENVIRONMENTFebruary 2024August 2024Allow610NoNo
18439730MULTI-CORE DRAW SPLITTINGFebruary 2024January 2025Allow1110NoNo
18436494COMPUTE OPTIMIZATION MECHANISM FOR DEEP NEURAL NETWORKSFebruary 2024September 2024Allow710YesNo
18436757METHOD FOR PERFORMING TILE TO RASTER (T2R) CONVERSION IN DEEP LEARNING HARDWARE ACCELERATORFebruary 2024August 2025Allow1900YesNo
18431889BEST EFFORT VIDEO PROCESSINGFebruary 2024January 2025Allow1110YesNo
18430695Image conversion apparatus and method having timing reconstruction mechanismFebruary 2024February 2026Allow2410NoNo
18429487FRAME RENDERING TIMING CONTROLFebruary 2024March 2026Allow2510YesNo
18294208REMOTE OPERATION SYSTEM AND REMOTE OPERATION COMPOSITE SYSTEMFebruary 2024February 2026Allow2410NoNo
18426604APPARATUS AND METHOD FOR GENERATING A THREE-DIMENSIONAL (3D) MODEL OF CARDIAC ANATOMY BASED ON MODEL UNCERTAINTYJanuary 2024September 2024Allow810YesNo
18425402SPARSE RENDERING IN COMPUTER GRAPHICSJanuary 2024March 2025Allow1310NoNo
18422898AIRPORT INDICES FOR PASSENGER HEALTH CHECK USING MACHINE LEARNINGJanuary 2024February 2026Abandon2510NoNo
18422122APPARATUS FOR HETEROGENOUS PROCESSINGJanuary 2024April 2024Allow200NoNo
18421797METHODS FOR FORMING COMPOSITE FACE IMAGESJanuary 2024February 2026Allow2410NoNo
18291702METHOD, APPARATUS, ELECTRONIC DEVICE AND READABLE MEDIUM FOR COLLAGE MAKINGJanuary 2024November 2025Allow2210NoNo
18419675SYSTEMS AND METHODS FOR HIERARCHICAL TEXT-CONDITIONAL IMAGE GENERATIONJanuary 2024June 2025Allow1710YesNo
18418075MACHINE LEARNING AVATAR FOR CONSOLIDATING AND PRESENTING DATA IN VIRTUAL ENVIRONMENTSJanuary 2024December 2024Allow1110NoNo
18417940VIRTUAL CHARACTER POSTURE ADJUSTMENTJanuary 2024November 2024Allow1010YesNo
18418040SYSTEMS AND TECHNIQUES FOR MODIFYING IMAGE DATAJanuary 2024February 2026Abandon2510NoNo
184154543D SURFACE STRUCTURE ESTIMATION USING NEURAL NETWORKS FOR AUTONOMOUS SYSTEMS AND APPLICATIONSJanuary 2024March 2026Allow2610YesNo
18413423DEFORMING CUSTOM MESH BASED ON BODY MESHJanuary 2024March 2025Allow1410NoNo
18413286APPARATUS AND METHOD FOR A HIERARCHICAL BEAM TRACERJanuary 2024March 2026Allow2610NoNo
18413094HEAD UNIT AND LIQUID EJECTING APPARATUSJanuary 2024December 2025Allow2310NoNo
18413292CONTROL APPARATUS, CONTROL METHOD, STORAGE MEDIUM, AND MOVABLE APPARATUS, WITH SETTING TRANSMITTANCE IN ACCORDANCE WITH DISPLAY REGION OF VIRTUAL IMAGEJanuary 2024January 2026Allow2410NoNo
18411611SENTIMENT-BASED INTERACTIVE AVATAR SYSTEM FOR SIGN LANGUAGEJanuary 2024March 2025Allow1410YesNo
18411063VR-BASED TOUR ROUTE PROVIDING APPARATUSJanuary 2024September 2025Allow2010NoNo
18412282SEAMLESS IMAGE PROCESSING OF A TILED IMAGE REGIONJanuary 2024October 2025Allow2120YesNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for art-unit 2617.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
432
Examiner Affirmed
310
(71.8%)
Examiner Reversed
122
(28.2%)
Reversal Percentile
27.8%
Lower than average

What This Means

With a 28.2% 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
3974
Allowed After Appeal Filing
1085
(27.3%)
Not Allowed After Appeal Filing
2889
(72.7%)
Filing Benefit Percentile
23.3%
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, 27.3% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is in the bottom 25% across the USPTO, indicating that filing appeals is less effective here than in most other areas.

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 2617 - Prosecution Statistics Summary

Executive Summary

Art Unit 2617 is part of Group 2610 in Technology Center 2600. This art unit has examined 29,827 patent applications in our dataset, with an overall allowance rate of 64.5%. Applications typically reach final disposition in approximately 42 months.

Comparative Analysis

Art Unit 2617's allowance rate of 64.5% places it in the 21% percentile among all USPTO art units. This art unit has a significantly lower allowance rate than most art units at the USPTO.

Prosecution Patterns

Applications in Art Unit 2617 receive an average of 2.52 office actions before reaching final disposition (in the 88% percentile). The median prosecution time is 42 months (in the 10% 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 multiple rounds of 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.