Search

Stephen R. Koziol

Supervisory Patent Examiner (ID: 7846, Phone: (303)297-4332 , Office: P/2665 )

Most Active Art Unit
2624
Art Unit(s)
2665, 4189, 2624
Total Applications
488
Issued Applications
350
Pending Applications
41
Abandoned Applications
102

Applications

Application numberTitle of the applicationFiling DateStatus
Array ( [id] => 18811673 [patent_doc_number] => 20230386009 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-11-30 [patent_title] => System and method for positioning of pre-molded accessory component for a high voltage cable [patent_app_type] => utility [patent_app_number] => 18/139081 [patent_app_country] => US [patent_app_date] => 2023-04-25 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6668 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -15 [patent_words_short_claim] => 77 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18139081 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/139081
System and method for positioning of pre-molded accessory component for a high voltage cable Apr 24, 2023 Issued
Array ( [id] => 20580821 [patent_doc_number] => 12573075 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-03-10 [patent_title] => Object pose from sensor motion [patent_app_type] => utility [patent_app_number] => 18/295370 [patent_app_country] => US [patent_app_date] => 2023-04-04 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 5 [patent_figures_cnt] => 5 [patent_no_of_words] => 1884 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 2 [patent_words_short_claim] => 116 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18295370 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/295370
Object pose from sensor motion Apr 3, 2023 Issued
Array ( [id] => 18439416 [patent_doc_number] => 20230186711 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-06-15 [patent_title] => DATA GENERATION APPARATUS, DATA GENERATION METHOD, AND COMPUTER-READABLE RECORDING MEDIUM [patent_app_type] => utility [patent_app_number] => 18/166015 [patent_app_country] => US [patent_app_date] => 2023-02-08 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5943 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -6 [patent_words_short_claim] => 111 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18166015 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/166015
DATA GENERATION APPARATUS, DATA GENERATION METHOD, AND COMPUTER-READABLE RECORDING MEDIUM Feb 7, 2023 Pending
Array ( [id] => 19645805 [patent_doc_number] => 20240420325 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-12-19 [patent_title] => NETWORK ARCHITECTURE FOR 3D IMAGE PROCESSING [patent_app_type] => utility [patent_app_number] => 18/721224 [patent_app_country] => US [patent_app_date] => 2022-12-19 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8339 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -13 [patent_words_short_claim] => 139 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18721224 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/721224
Network architecture for 3D image processing Dec 18, 2022 Issued
Array ( [id] => 19950789 [patent_doc_number] => 12322157 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-06-03 [patent_title] => Image classification method and apparatus, device, storage medium, and program product [patent_app_type] => utility [patent_app_number] => 18/072337 [patent_app_country] => US [patent_app_date] => 2022-11-30 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 7 [patent_figures_cnt] => 12 [patent_no_of_words] => 6473 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 147 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18072337 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/072337
Image classification method and apparatus, device, storage medium, and program product Nov 29, 2022 Issued
Array ( [id] => 19979750 [patent_doc_number] => 12347233 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-07-01 [patent_title] => Methods and systems for identifying and reducing gender bias amplification [patent_app_type] => utility [patent_app_number] => 18/054636 [patent_app_country] => US [patent_app_date] => 2022-11-11 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 5 [patent_figures_cnt] => 5 [patent_no_of_words] => 6663 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 169 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18054636 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/054636
Methods and systems for identifying and reducing gender bias amplification Nov 10, 2022 Issued
Array ( [id] => 19160551 [patent_doc_number] => 20240153258 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-05-09 [patent_title] => USING INTRINSIC MULTIMODAL FEATURES OF IMAGE FOR DOMAIN GENERALIZED [patent_app_type] => utility [patent_app_number] => 17/976541 [patent_app_country] => US [patent_app_date] => 2022-10-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 12485 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -16 [patent_words_short_claim] => 29 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17976541 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/976541
Using intrinsic multimodal features of image for domain generalized Oct 27, 2022 Issued
Array ( [id] => 18138810 [patent_doc_number] => 20230012645 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-01-19 [patent_title] => DEEP NEURAL NETWORK PROCESSING FOR SENSOR BLINDNESS DETECTION IN AUTONOMOUS MACHINE APPLICATIONS [patent_app_type] => utility [patent_app_number] => 17/952881 [patent_app_country] => US [patent_app_date] => 2022-09-26 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 25248 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 52 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17952881 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/952881
DEEP NEURAL NETWORK PROCESSING FOR SENSOR BLINDNESS DETECTION IN AUTONOMOUS MACHINE APPLICATIONS Sep 25, 2022 Pending
Array ( [id] => 18140761 [patent_doc_number] => 20230014601 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-01-19 [patent_title] => MULTI-SENSOR OCCLUSION-AWARE TRACKING OF OBJECTS IN TRAFFIC MONITORING SYSTEMS AND METHODS [patent_app_type] => utility [patent_app_number] => 17/948124 [patent_app_country] => US [patent_app_date] => 2022-09-19 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5484 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 57 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17948124 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/948124
MULTI-SENSOR OCCLUSION-AWARE TRACKING OF OBJECTS IN TRAFFIC MONITORING SYSTEMS AND METHODS Sep 18, 2022 Pending
Array ( [id] => 18096753 [patent_doc_number] => 20220415094 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-12-29 [patent_title] => METHOD AND SYSTEM FOR ESTIMATING GESTURE OF USER FROM TWO-DIMENSIONAL IMAGE, AND NON-TRANSITORY COMPUTER-READABLE RECORDING MEDIUM [patent_app_type] => utility [patent_app_number] => 17/903142 [patent_app_country] => US [patent_app_date] => 2022-09-06 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 9366 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -11 [patent_words_short_claim] => 160 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17903142 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/903142
METHOD AND SYSTEM FOR ESTIMATING GESTURE OF USER FROM TWO-DIMENSIONAL IMAGE, AND NON-TRANSITORY COMPUTER-READABLE RECORDING MEDIUM Sep 5, 2022 Abandoned
Array ( [id] => 20898457 [patent_doc_number] => 12705725 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-08-11 [patent_title] => Systems and methods for predicting a quality of a printed circuit board assembly [patent_app_type] => utility [patent_app_number] => 17/889337 [patent_app_country] => US [patent_app_date] => 2022-08-16 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 11 [patent_figures_cnt] => 20 [patent_no_of_words] => 2487 [patent_no_of_claims] => 15 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 309 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17889337 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/889337
SYSTEMS AND METHODS FOR PREDICTING A QUALITY OF A PRINTED CIRCUIT BOARD ASSEMBLY Aug 15, 2022 Pending
Array ( [id] => 18958356 [patent_doc_number] => 20240046683 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-02-08 [patent_title] => INTERACTIVE VOICE RESPONSE SYSTEMS HAVING IMAGE ANALYSIS [patent_app_type] => utility [patent_app_number] => 17/816957 [patent_app_country] => US [patent_app_date] => 2022-08-02 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 3246 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 92 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17816957 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/816957
INTERACTIVE VOICE RESPONSE SYSTEMS HAVING IMAGE ANALYSIS Aug 1, 2022 Abandoned
Array ( [id] => 18158602 [patent_doc_number] => 20230025194 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-01-26 [patent_title] => SURVEYING DATA PROCESSING APPARATUS, SURVEYING DATA PROCESSING METHOD, AND SURVEYING DATA PROCESSING PROGRAM [patent_app_type] => utility [patent_app_number] => 17/814571 [patent_app_country] => US [patent_app_date] => 2022-07-25 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6174 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -7 [patent_words_short_claim] => 107 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17814571 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/814571
SURVEYING DATA PROCESSING APPARATUS, SURVEYING DATA PROCESSING METHOD, AND SURVEYING DATA PROCESSING PROGRAM Jul 24, 2022 Abandoned
Array ( [id] => 18125813 [patent_doc_number] => 20230011430 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-01-12 [patent_title] => ELECTRONIC DEVICE AND METHOD WITH FACE KEY POINTS DETECTION [patent_app_type] => utility [patent_app_number] => 17/860680 [patent_app_country] => US [patent_app_date] => 2022-07-08 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 9194 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 48 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17860680 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/860680
Electronic device and method with face key points detection Jul 7, 2022 Issued
Array ( [id] => 20867598 [patent_doc_number] => 12694499 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-07-28 [patent_title] => Imaging device and system for inspecting cables and cable joints [patent_app_type] => utility [patent_app_number] => 17/727082 [patent_app_country] => US [patent_app_date] => 2022-04-22 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 13 [patent_figures_cnt] => 13 [patent_no_of_words] => 3608 [patent_no_of_claims] => 10 [patent_no_of_ind_claims] => 1 [patent_words_short_claim] => 410 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17727082 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/727082
IMAGING DEVICE AND SYSTEM FOR INSPECTING CABLES AND CABLE JOINTS Apr 21, 2022 Issued
Array ( [id] => 20775751 [patent_doc_number] => 12659439 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-06-16 [patent_title] => Image recognition system and training method therefor [patent_app_type] => utility [patent_app_number] => 17/716554 [patent_app_country] => US [patent_app_date] => 2022-04-08 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 8 [patent_figures_cnt] => 11 [patent_no_of_words] => 2690 [patent_no_of_claims] => 12 [patent_no_of_ind_claims] => 1 [patent_words_short_claim] => 332 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17716554 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/716554
Image recognition system and training method therefor Apr 7, 2022 Issued
Array ( [id] => 20080680 [patent_doc_number] => 12354755 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-07-08 [patent_title] => Creating a vascular tree model [patent_app_type] => utility [patent_app_number] => 17/712979 [patent_app_country] => US [patent_app_date] => 2022-04-04 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 25 [patent_figures_cnt] => 35 [patent_no_of_words] => 30972 [patent_no_of_claims] => 17 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 161 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17712979 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/712979
Creating a vascular tree model Apr 3, 2022 Issued
Array ( [id] => 17737407 [patent_doc_number] => 20220222868 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-07-14 [patent_title] => METHOD FOR PROCESSING POINT CLOUD DATA, ELECTRONIC DEVICE AND STORAGE MEDIUM [patent_app_type] => utility [patent_app_number] => 17/706513 [patent_app_country] => US [patent_app_date] => 2022-03-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7405 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 108 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17706513 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/706513
METHOD FOR PROCESSING POINT CLOUD DATA, ELECTRONIC DEVICE AND STORAGE MEDIUM Mar 27, 2022 Abandoned
Array ( [id] => 18349114 [patent_doc_number] => 20230137225 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-05-04 [patent_title] => HUMAN DETECTION SYSTEM, HUMAN DETECTION METHOD, AND RECORDING MEDIUM [patent_app_type] => utility [patent_app_number] => 17/917811 [patent_app_country] => US [patent_app_date] => 2022-02-09 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7785 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -3 [patent_words_short_claim] => 241 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17917811 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/917811
HUMAN DETECTION SYSTEM, HUMAN DETECTION METHOD, AND RECORDING MEDIUM Feb 8, 2022 Abandoned
Array ( [id] => 19835147 [patent_doc_number] => 20250086933 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-03-13 [patent_title] => METHOD FOR TRAINING AND USING A DEEP LEARNING ALGORITHM TO COMPARE MEDICAL IMAGES BASED ON DIMENSIONALITY-REDUCED REPRESENTATIONS [patent_app_type] => utility [patent_app_number] => 18/566265 [patent_app_country] => US [patent_app_date] => 2021-06-29 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 13097 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -16 [patent_words_short_claim] => 2 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18566265 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/566265
METHOD FOR TRAINING AND USING A DEEP LEARNING ALGORITHM TO COMPARE MEDICAL IMAGES BASED ON DIMENSIONALITY-REDUCED REPRESENTATIONS Jun 28, 2021 Pending
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