Prosecution Insights
Last updated: May 29, 2026

Examiner: LIU, XIAO

Tech Center 3700 • Art Units: 2664 3774

This examiner grants 89% of resolved cases

Performance Statistics

88.7%
Allow Rate
+18.7% vs TC avg
335
Total Applications
+11.8%
Interview Lift
936
Avg Prosecution Days
Based on 300 resolved cases, 2023–2026

Rejection Statute Breakdown

1.0%
§101 Eligibility
3.2%
§102 Novelty
91.9%
§103 Obviousness
2.4%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18559274 COMPONENT CLASSIFICATION DEVICE, METHOD FOR CLASSIFYING COMPONENTS, AND METHOD FOR TRAINING A COMPONENT CLASSIFICATION DEVICE Final Rejection MTU Aero Engines AG
18443807 COMPUTER VISION DETECTION OF SKIN IRRITATION Non-Final OA KONINKLIJKE PHILIPS N.V.
18657230 METHOD FOR DETECTING A DEPOSITION COMPRISING SNOW AND/OR ICE ON A SURROUNDING VEHICLE Non-Final OA Volvo Car Corporation
18551258 MODEL TRAINING METHOD, SCENE RECOGNITION METHOD, AND RELATED DEVICE Non-Final OA HUAWEI TECHNOLOGIES CO., LTD.
18422876 GENERATING CAUSAL QUERY OUTCOMES USING DEEP CAUSAL MACHINE-LEARNING MODEL MODELS Final Rejection Microsoft Technology Licensing, LLC
18594535 OBJECT TRACKING ASSISTED WITH HAND OR EYE TRACKING Non-Final OA Meta Platforms Technologies, LLC
18522864 SYSTEM AND METHOD FOR ANALYZING SYSTEM HEALTH OF INDIVIDUAL ELECTRONIC COMPONENTS USING IMAGE MAPPING Final Rejection BANK OF AMERICA CORPORATION
18662584 GENERATING NATURAL LANGUAGE DESCRIPTIONS OF IMAGES Non-Final OA Google LLC
18252164 OMNI-SCALE CONVOLUTION FOR CONVOLUTIONAL NEURAL NETWORKS Final Rejection Intel Corporation
18176644 GENERATING TRAINING DATA FOR MACHINE LEARNING Final Rejection Robert Bosch GmbH
18460053 SYSTEMS AND METHODS FOR AN ADAPTIVE AND REGION-SCALE PROPOSING MECHANISM FOR OBJECT RECOGNITION SYSTEMS Final Rejection Arizona Board of Regents on Behalf of Arizona State University
18435458 MULTI-SOURCE POSE MERGING FOR DEPTH ESTIMATION Non-Final OA QUALCOMM Incorporated
18701284 Method and System for Avoiding Wildlife Accidents Non-Final OA Bayerische Motoren Werke Aktiengesellschaft
18657087 PATIENT MOTION TRACKING SYSTEM CONFIGURED FOR AUTOMATIC ROI GENERATION Non-Final OA Vision RT Limited
18411362 COLOR TEMPERATURE ADJUSTMENT EFFECT DETECTION METHOD AND APPARATUS, COMPUTER DEVICE, MEDIUM, AND PRODUCT Non-Final OA Glenfly Tech Co., Ltd.
18650174 UNIFIED FRAMEWORK FOR VISION PROMPT TUNING Non-Final OA NEC Laboratories America, Inc.
18614160 OBJECT DETECTION USING IMAGE ALIGNMENT FOR AUTONOMOUS MACHINE APPLICATIONS Non-Final OA NVIDIA Corporation
18243612 USING NEURAL NETWORKS TO GENERATE BOUNDING BOXES Final Rejection NVIDIA Corporation
18039483 MACHINE LEARNING BASED IMAGE GENERATION OF AFTER-DEVELOPMENT OR AFTER-ETCH IMAGES Final Rejection ASML NETHERLANDS B.V.
18657674 RADIO FREQUENCY IDENTIFICATION AND MACHINE LEARNING FOR CLOTHING IDENTIFICATION Non-Final OA TOSHIBA GLOBAL COMMERCE SOLUTIONS, INC.
18701573 MICROGLIAL CELL MORPHOMETRY Non-Final OA Denali Therapeutics Inc.
18701684 METHOD FOR INSPECTING A PRINT IMAGE IN A PRINTING PROCESS Non-Final OA BST GmbH

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