Prosecution Insights
Last updated: April 19, 2026

Examiner: LIU, XIAO

Tech Center 3700 • Art Units: 2664 3774

This examiner grants 89% of resolved cases

Performance Statistics

88.6%
Allow Rate
+18.6% vs TC avg
334
Total Applications
+11.5%
Interview Lift
1013
Avg Prosecution Days
Based on 290 resolved cases, 2023–2026

Rejection Statute Breakdown

8.8%
§101 Eligibility
17.0%
§102 Novelty
50.9%
§103 Obviousness
17.4%
§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
18657230 METHOD FOR DETECTING A DEPOSITION COMPRISING SNOW AND/OR ICE ON A SURROUNDING VEHICLE Non-Final OA Volvo Car Corporation
18647080 IMAGE RECOGNITION METHOD, APPARATUS, TERMINAL, AND STORAGE MEDIUM Non-Final OA TENCENT TECHNOLOGY (SHENZHEN) COMPANY LIMITED
18594535 OBJECT TRACKING ASSISTED WITH HAND OR EYE TRACKING Non-Final OA Meta Platforms Technologies, LLC
18662584 GENERATING NATURAL LANGUAGE DESCRIPTIONS OF IMAGES Non-Final OA Google LLC
18636550 THREE-DIMENSIONAL DATA ENCODING METHOD, THREE-DIMENSIONAL DATA DECODING METHOD, THREE-DIMENSIONAL DATA ENCODING DEVICE, AND THREE-DIMENSIONAL DATA DECODING DEVICE Non-Final OA Panasonic Intellectual Property Corporation of America
18701284 Method and System for Avoiding Wildlife Accidents Non-Final OA Bayerische Motoren Werke Aktiengesellschaft
18610191 IMAGE FORGERY DETECTION VIA HEADPOSE ESTIMATION Non-Final OA PayPal, Inc.
18252164 OMNI-SCALE CONVOLUTION FOR CONVOLUTIONAL NEURAL NETWORKS Final Rejection Intel Corporation
18588194 INFORMATION PROCESSING APPARATUS, METHOD AND NON-TRANSITORY COMPUTER READABLE MEDIUM Non-Final OA KABUSHIKI KAISHA TOSHIBA
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
18650174 UNIFIED FRAMEWORK FOR VISION PROMPT TUNING Non-Final OA NEC Laboratories America, Inc.
18443807 COMPUTER VISION DETECTION OF SKIN IRRITATION Non-Final OA KONINKLIJKE PHILIPS N.V.
18266674 ENDOVASCULAR COIL SPECIFICATION Non-Final OA KONINKLIJKE PHILIPS N.V.
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.
18614160 OBJECT DETECTION USING IMAGE ALIGNMENT FOR AUTONOMOUS MACHINE APPLICATIONS Non-Final OA NVIDIA Corporation
18106348 TECHNIQUES TO USE A NEURAL NETWORK TO EXPAND AN IMAGE Non-Final OA NVIDIA Corporation
18039483 MACHINE LEARNING BASED IMAGE GENERATION OF AFTER-DEVELOPMENT OR AFTER-ETCH IMAGES Final Rejection ASML NETHERLANDS B.V.
18617999 MOVING OBJECT CONTROL SYSTEM, INFORMATION PROCESSING APPARATUS, METHOD FOR A MOVING OBJECT CONTROL SYSTEM, METHOD FOR GENERATING ONE OR MORE MACHINE LEARNING MODELS Non-Final OA KEIO UNIVERSITY
18605200 TILED REGION ADJACENCY GRAPH COMPUTATION VIA PIXEL-REGION ADJACENCY GRAPHS Non-Final OA FEI Company
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
18272849 EXTRACTING FEATURES FROM SENSOR DATA Final Rejection Five Al Limited

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