Prosecution Insights
Last updated: April 19, 2026

Examiner: KOETH, MICHELLE M

Tech Center 2600 • Art Units: 2600 2632 2656 2658 2671

This examiner grants 77% of resolved cases

Performance Statistics

77.2%
Allow Rate
+15.2% vs TC avg
463
Total Applications
+16.7%
Interview Lift
857
Avg Prosecution Days
Based on 429 resolved cases, 2023–2026

Rejection Statute Breakdown

7.4%
§101 Eligibility
8.5%
§102 Novelty
62.2%
§103 Obviousness
14.7%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18454459 PROMPT TUNING FOR ZERO-SHOT COMPOSITIONAL LEARNING IN MACHINE LEARNING SYSTEMS Non-Final OA Samsung Electronics Co., Ltd.
18621091 Method to Use Edge Computing to Detect Non-Payload Encoding Visual Features for Optical Character Recognition Non-Final OA ZEBRA TECHNOLOGIES CORPORATION
18131902 IMAGE GENERATION APPARATUS, IMAGE GENERATION SYSTEM, AND IMAGE GENERATION METHOD Final Rejection HITACHI, LTD.
18418052 APPARATUS, METHOD AND READABLE STORAGE MEDIUM FOR IMAGE PROCESSING MODEL TRAINING Non-Final OA Huawei Technologies Co., Ltd.
18226236 VIDEO PROCESSING METHOD ARRANGED TO PERFORM PARTIAL HIGHLIGHTING WITH AID OF HAND GESTURE DETECTION AND ASSOCIATED SYSTEM ON CHIP Non-Final OA Realtek Semiconductor Corp.
18385548 IMAGE COMPRESSION USING OVER-FITTING AND TEXT-TO-IMAGE MODEL Final Rejection International Business Machines Corporation
18031064 BIDIRECTIONAL COMPACT DEEP FUSION NETWORKS FOR MULTIMODALITY VISUAL ANALYSIS APPLICATIONS Non-Final OA Intel Corporation
18296840 FEATURE-AWARE DEEP-LEARNING-BASED SMART HARMONIC IMAGING FOR ULTRASOUND Non-Final OA CANON MEDICAL SYSTEMS CORPORATION
18531940 HUMAN MOTION GENERATION METHOD AND SYSTEM Final Rejection Korea Electronics Technology Institute
17661135 PREDICTION OF THE ONSET OF CRITICAL LIMB THREATENING ISCHEMIA (CLTI) Non-Final OA Baylor College of Medicine
18421539 SYSTEMS AND METHODS FOR SPORTS TRACKING USING DIFFUSION MODELS Non-Final OA STATS LLC
18401006 SYSTEMS AND METHODS FOR SPORTS TRACKING USING DIFFUSION MODELS Non-Final OA Stats LLC
17937711 NEAREST NEIGHBOR SEARCH USING COMPRESSED OCTREES REPRESENTING HIGH DEFINITION MAPS FOR AUTONOMOUS VEHICLES Final Rejection NVIDIA Corporation
18441282 Enabling Electronic Loan Documents Non-Final OA DocMagic, Inc.
18031429 LEARNING METHOD, LEARNED MODEL, DETECTION SYSTEM, DETECTION METHOD, AND PROGRAM Non-Final OA OMRON Corporation
18298468 System and Method for Monitoring Lesion Progression Over Multiple Medical Scans Non-Final OA Wisconsin Alumni Research Foundation
18510047 INCREASING INFORMATION RESULTING FROM APODIZATION Non-Final OA FEI Company
18275301 ALIGNING MULTIPLE COORDINATE SYSTEMS FOR INFORMATON MODEL RENDERING Final Rejection XYZ REALITY LIMITED
18133185 SYSTEMS AND METHODS FOR MULTI-PERSON POSE ESTIMATION Final Rejection Shanghai United Imaging Intelligence Co., Ltd.
18540915 DEPTH-STAGE DEPENDENT AND HYPERPARAMETER-ADAPTIVE LIGHTWEIGHT CONVOLUTIONAL NEURAL NETWORK-BASED MODEL FOR RAPID ROAD CRACK DETECTION Non-Final OA JSTI Group Co., Ltd

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