Prosecution Insights
Prosecution Insights
Tech Center 3700 • Art Units: 2613 2664 2668 3774
This examiner grants 88% of resolved cases
Xiao Liu operates within Tech Center 3700 and has overseen 318 resolved cases. The examiner demonstrates an allowance rate of 87.7 percent in Art Unit 2613. The median days to allowance stands at 938, providing a benchmark for expected pendency. This 938-day metric is a factor for practitioners when scheduling prosecution milestones and managing expectations for a final disposition. The 87.7 percent rate reflects the outcomes for applications reaching a resolution under this examiner.
Conducting an interview with this examiner results in an interview lift of 12.0 percent. This lift indicates that personal advocacy is associated with an increase in the probability of success relative to the 87.7 percent base allowance rate. The combination of this success rate and the 938-day pendency characterizes the examiner's docket. Practitioners can use the 12.0 percent lift to evaluate the utility of an interview during prosecution. The 318 resolved cases offer the data set for these strategic conclusions regarding Art Unit 2613.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18900476 | IMAGE SPECIFIC GLOBAL TONE CURVE AND RESIDUAL GAIN MAP GENERATION BASED ON MULTIPLE IMAGES | Non-Final OA | Apple Inc. |
| 19100618 | MOBILE BODY TRACKING APPARATUS, METHOD, AND COMPUTER READABLE MEDIUM | Non-Final OA | NEC Corporation |
| 18994665 | IMAGE CAPTURING APPARATUS, IMAGE CAPTURING METHOD, AND RECORDING MEDIUM | Non-Final OA | NEC Corporation |
| 18994670 | ROAD MANAGEMENT SYSTEM, ROAD MANAGEMENT METHOD, AND NON-TRANSITORY COMPUTER READABLE MEDIUM | Non-Final OA | NEC Corporation |
| 18715164 | IMAGE PROCESSING SYSTEM, IMAGE PROCESSING METHOD, AND NON-TRANSITORY COMPUTER-READABLE MEDIUM | Final Rejection | NEC Corporation |
| 18588194 | INFORMATION PROCESSING APPARATUS, METHOD AND NON-TRANSITORY COMPUTER READABLE MEDIUM | Final Rejection | KABUSHIKI KAISHA TOSHIBA |
| 18636550 | THREE-DIMENSIONAL DATA ENCODING METHOD, THREE-DIMENSIONAL DATA DECODING METHOD, THREE-DIMENSIONAL DATA ENCODING DEVICE, AND THREE-DIMENSIONAL DATA DECODING DEVICE | Final Rejection | Panasonic Intellectual Property Corporation of America |
| 18551258 | MODEL TRAINING METHOD, SCENE RECOGNITION METHOD, AND RELATED DEVICE | Non-Final OA | HUAWEI TECHNOLOGIES CO., LTD. |
| 19106651 | VENDOR-AGNOSTIC AI IMAGE PROCESSING | Non-Final OA | KONINKLIJKE PHILIPS N.V. |
| 18910470 | METHOD AND APPARATUS FOR DETECTING TRANSPARENT OBSTACLE BASED ON ARTIFICIAL INTELLIGENCE | Non-Final OA | Kia Corporation |
| 19041244 | PRODUCT-INCLUSIVE IMAGE ALT TEXT GENERATION | Non-Final OA | Walmart Apollo, LLC |
| 18865687 | DRIVING ASSISTANCE DEVICE, ROAD-TO-VEHICLE DRIVING ASSISTANCE SYSTEM, AND DRIVING ASSISTANCE METHOD | Non-Final OA | Mitsubishi Electric Corporation |
| 18610191 | IMAGE FORGERY DETECTION VIA HEADPOSE ESTIMATION | Non-Final OA | PayPal, Inc. |
| 18559274 | COMPONENT CLASSIFICATION DEVICE, METHOD FOR CLASSIFYING COMPONENTS, AND METHOD FOR TRAINING A COMPONENT CLASSIFICATION DEVICE | Final Rejection | MTU Aero Engines AG |
| 18994663 | LEARNING DEVICE, LEARNING METHOD, AND LEARNING PROGRAM | Non-Final OA | NTT, Inc. |
| 18809228 | USER SWITCHING DETECTION DURING ROBOTIC SURGERIES USING DEEP LEARNING | Non-Final OA | Verb Surgical Inc. |
| 18594535 | OBJECT TRACKING ASSISTED WITH HAND OR EYE TRACKING | Non-Final OA | Meta Platforms Technologies, LLC |
| 18614160 | OBJECT DETECTION USING IMAGE ALIGNMENT FOR AUTONOMOUS MACHINE APPLICATIONS | Final Rejection | NVIDIA Corporation |
| 18354431 | AUTO-LABELING SYSTEMS AND APPLICATIONS FOR OPEN-SET AND OUT-OF-DOMAIN SEGMENTATION | Non-Final OA | Nvidia Corporation |
| 18106348 | TECHNIQUES TO USE A NEURAL NETWORK TO EXPAND AN IMAGE | Final Rejection | NVIDIA Corporation |
| 18922330 | CONVOLUTION OPERATION CIRCUIT AND RELATED CONVOLUTION OPERATION METHOD | Non-Final OA | Realtek Semiconductor Corp. |
| 18977954 | TRACKING APPARATUS AND METHOD | Non-Final OA | HTC Corporation |
| 18945375 | UNSUPERVISED LEARNING OF OBJECT KEYPOINT LOCATIONS IN IMAGES THROUGH TEMPORAL TRANSPORT OR SPATIO-TEMPORAL TRANSPORT | Non-Final OA | DeepMind Technologies Limited |
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