Search

Stephen R. Koziol

Supervisory Patent Examiner (ID: 18690, Phone: (303)297-4332 , Office: P/2665 )

Most Active Art Unit
2624
Art Unit(s)
2624, 2665, 4189
Total Applications
480
Issued Applications
341
Pending Applications
42
Abandoned Applications
102

Applications

Application numberTitle of the applicationFiling DateStatus
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] => 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] => 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 Pending
Array ( [id] => 18096519 [patent_doc_number] => 20220414860 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-12-29 [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] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 9010 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -13 [patent_words_short_claim] => 110 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [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 Pending
Array ( [id] => 18381076 [patent_doc_number] => 20230156167 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-05-18 [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] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6589 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 74 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [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 Pending
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
Array ( [id] => 17216700 [patent_doc_number] => 20210350038 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-11-11 [patent_title] => Systems and Methods for Rapidly Developing Annotated Computer Models of Structures [patent_app_type] => utility [patent_app_number] => 17/329098 [patent_app_country] => US [patent_app_date] => 2021-05-24 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 11267 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -26 [patent_words_short_claim] => 106 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17329098 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/329098
Systems and Methods for Rapidly Developing Annotated Computer Models of Structures May 23, 2021 Pending
Array ( [id] => 17948225 [patent_doc_number] => 20220335244 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-10-20 [patent_title] => AUTOMATIC PROFILE PICTURE UPDATES [patent_app_type] => utility [patent_app_number] => 17/234265 [patent_app_country] => US [patent_app_date] => 2021-04-19 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 13849 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 78 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17234265 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/234265
Automatic profile picture updates Apr 18, 2021 Issued
Array ( [id] => 20345430 [patent_doc_number] => 12469163 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-11-11 [patent_title] => Position estimation system, position estimation device, and mobile object [patent_app_type] => utility [patent_app_number] => 17/913340 [patent_app_country] => US [patent_app_date] => 2021-03-29 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 8 [patent_figures_cnt] => 10 [patent_no_of_words] => 2321 [patent_no_of_claims] => 10 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 218 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17913340 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/913340
Position estimation system, position estimation device, and mobile object Mar 28, 2021 Issued
Array ( [id] => 18090787 [patent_doc_number] => 20220409128 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-12-29 [patent_title] => BODY FAT PREDICTION AND BODY MODELING USING MOBILE DEVICE [patent_app_type] => utility [patent_app_number] => 17/780509 [patent_app_country] => US [patent_app_date] => 2020-11-24 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 11766 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 124 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17780509 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/780509
BODY FAT PREDICTION AND BODY MODELING USING MOBILE DEVICE Nov 23, 2020 Abandoned
Array ( [id] => 17840126 [patent_doc_number] => 20220277432 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-09-01 [patent_title] => MEDICAL IMAGE PROCESSING DEVICE AND MEDICAL OBSERVATION SYSTEM [patent_app_type] => utility [patent_app_number] => 17/634567 [patent_app_country] => US [patent_app_date] => 2020-08-26 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 9601 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -11 [patent_words_short_claim] => 42 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17634567 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/634567
MEDICAL IMAGE PROCESSING DEVICE AND MEDICAL OBSERVATION SYSTEM Aug 25, 2020 Abandoned
Array ( [id] => 17932544 [patent_doc_number] => 20220327670 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-10-13 [patent_title] => SIGNAL PROCESSING APPARATUS AND METHOD USING LOCAL LENGTH SCALES FOR DEBLURRING [patent_app_type] => utility [patent_app_number] => 17/625099 [patent_app_country] => US [patent_app_date] => 2020-07-08 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 15586 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -15 [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] => 17625099 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/625099
SIGNAL PROCESSING APPARATUS AND METHOD USING LOCAL LENGTH SCALES FOR DEBLURRING Jul 7, 2020 Abandoned
Array ( [id] => 19559393 [patent_doc_number] => 20240371185 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-11-07 [patent_title] => METHODS AND SYSTEMS FOR AUTOMATED REALISTIC VIDEO IMAGE MODIFICATION [patent_app_type] => utility [patent_app_number] => 16/886761 [patent_app_country] => US [patent_app_date] => 2020-05-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 12645 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -1 [patent_words_short_claim] => 372 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16886761 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/886761
METHODS AND SYSTEMS FOR AUTOMATED REALISTIC VIDEO IMAGE MODIFICATION May 27, 2020 Abandoned
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