Prosecution Insights
Last updated: April 19, 2026

Examiner: YAO, JULIA ZHI-YI

Tech Center 2600 • Art Units: 2666

This examiner grants 68% of resolved cases

Performance Statistics

68.1%
Allow Rate
+6.1% vs TC avg
98
Total Applications
+35.7%
Interview Lift
1224
Avg Prosecution Days
Based on 69 resolved cases, 2023–2026

Rejection Statute Breakdown

8.9%
§101 Eligibility
11.2%
§102 Novelty
52.6%
§103 Obviousness
26.1%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18470782 RECOGNITION SYSTEM AND RECOGNITION METHOD Final Rejection Samsung Electronics Co., Ltd.
18505523 SYSTEMS AND METHODS FOR PROCESSING VEHICLE IMAGES BASED ON CRITERIA Non-Final OA Capital One Services, LLC
18371558 Systems and Methods for Validated Training Sample Capture Non-Final OA ZEBRA TECHNOLOGIES CORPORATION
18421211 OBJECT DETECTION DEVICE AND OBJECT DETECTION SYSTEM Non-Final OA Mitsubishi Electric Corporation
18505747 ELECTRONIC DEVICE AND A CONTROL METHOD THEREOF Final Rejection KIA CORPORATION
18170345 TRAFFIC SIGNAL RECOGNITION METHOD AND APPARATUS Non-Final OA HUAWEI TECHNOLOGIES CO., LTD.
18421016 IMAGE OPTIMIZATION Non-Final OA Tencent Technology (Shenzhen) Company Limited
17455511 WORK TOOL CAMERA SYSTEM FOR UTILITY VEHICLES Non-Final OA Deere & Company
18169281 IMAGE PROCESSING APPARATUS, IMAGE PROCESSING METHOD, AND IMAGE PROCESSING COMPUTER PROGRAM PRODUCT Final Rejection KABUSHIKI KAISHA TOSHIBA
18296498 METHOD AND ELECTRONIC SYSTEM FOR HIGH DYNAMIC RANGE (HDR) IMAGING Final Rejection MEDIATEK INC.
18364699 GENERATING A PARALLAX FREE TWO AND A HALF (2.5) DIMENSIONAL POINT CLOUD USING A HIGH RESOLUTION IMAGE Final Rejection FARO Technologies, Inc.
17984931 METHODS FOR DYNAMIC REAL-TIME ADJUSTMENT OF A DATA ACQUISITION PARAMETER IN A FLOW CYTOMETER Final Rejection Becton, Dickinson and Company
17398655 OBJECT CLASSIFICATION USING ONE OR MORE NEURAL NETWORKS Final Rejection Nvidia Corporation
17389113 CONDITIONAL IMAGE GENERATION USING ONE OR MORE NEURAL NETWORKS Final Rejection Nvidia Corporation
18591205 METHOD FOR TRAINING MODEL, ELECTRONIC DEVICE AND STORAGE MEDIUM Non-Final OA MaShang Consumer Finance Co., Ltd.
18363088 IMAGE GENERATING METHOD, IMAGE GENERATING DEVICE, AND STORAGE MEDIUM Final Rejection Kabushiki Kaisha Yaskawa Denki
18339819 SYSTEMS AND METHODS FOR USING IMAGE DATA TO IDENTIFY LANE WIDTH Final Rejection TORC Robotics, Inc.
18634210 OBJECT-ORIENTED METHOD FOR IDENTIFYING AND CLASSIFYING SURFACE LITHOLOGY IN HYPERSPECTRAL REMOTE SENSING IMAGE Non-Final OA CHENGDU UNIVERSITY OF TECHNOLOGY
18547855 ACTOR-CRITIC APPROACH FOR GENERATING SYNTHETIC IMAGES Non-Final OA Bayer Aktiengesellschaft
18184890 SYSTEM AND A METHOD FOR MONITORING ACTIVITIES OF AN OBJECT Final Rejection Logistics and Supply Chain MultiTech R&D Centre Limited
18031729 METHOD FOR CLASSIFYING AN INPUT IMAGE CONTAINING A PARTICLE IN A SAMPLE Non-Final OA BIOASTER
18144919 METHODS AND SYSTEMS FOR FAULT TOLERANT TRAINING FOR REAL TIME DEFECT DETECTION IN MANUFACTURING Final Rejection JIDOKA TECHNOLOGIES PRIVATE LIMITED

Facing This Examiner?

IP Author analyzes examiner patterns and generates tailored response strategies with the highest chance of allowance.

Build Your Strategy

Sign in with your work email

Enter your email to receive a magic link. No password needed.

Personal email addresses (Gmail, Yahoo, etc.) are not accepted.

Free tier: 3 strategy analyses per month