Search

Mia M. Thomas

Examiner (ID: 12534)

Most Active Art Unit
2665
Art Unit(s)
2665, 2669, 2624
Total Applications
934
Issued Applications
780
Pending Applications
55
Abandoned Applications
120

Applications

Application numberTitle of the applicationFiling DateStatus
Array ( [id] => 20595502 [patent_doc_number] => 12579220 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-03-17 [patent_title] => Visual attribute expansion via multiple machine learning models [patent_app_type] => utility [patent_app_number] => 17/480869 [patent_app_country] => US [patent_app_date] => 2021-09-21 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 22 [patent_figures_cnt] => 27 [patent_no_of_words] => 1851 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 59 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17480869 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/480869
Visual attribute expansion via multiple machine learning models Sep 20, 2021 Issued
Array ( [id] => 17581629 [patent_doc_number] => 20220138484 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-05-05 [patent_title] => VISUAL LOCALIZATION METHOD AND APPARATUS BASED ON SEMANTIC ERROR IMAGE [patent_app_type] => utility [patent_app_number] => 17/473190 [patent_app_country] => US [patent_app_date] => 2021-09-13 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7352 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -8 [patent_words_short_claim] => 295 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17473190 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/473190
Visual localization method and apparatus based on semantic error image Sep 12, 2021 Issued
Array ( [id] => 20359726 [patent_doc_number] => 12475728 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-11-18 [patent_title] => Label identification method and apparatus, device, and medium [patent_app_type] => utility [patent_app_number] => 18/001031 [patent_app_country] => US [patent_app_date] => 2021-09-09 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 3 [patent_figures_cnt] => 6 [patent_no_of_words] => 1251 [patent_no_of_claims] => 18 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 110 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18001031 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/001031
Label identification method and apparatus, device, and medium Sep 8, 2021 Issued
Array ( [id] => 17598180 [patent_doc_number] => 20220147754 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-05-12 [patent_title] => RELOCATION METHOD, MOBILE MACHINE USING THE SAME, AND COMPUTER READABLE STORAGE MEDIUM [patent_app_type] => utility [patent_app_number] => 17/463523 [patent_app_country] => US [patent_app_date] => 2021-08-31 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 10282 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 173 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17463523 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/463523
Relocation method, mobile machine using the same, and computer readable storage medium Aug 30, 2021 Issued
Array ( [id] => 17441279 [patent_doc_number] => 20220061784 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-03-03 [patent_title] => LEAD ORIENTATION DETECTION [patent_app_type] => utility [patent_app_number] => 17/463009 [patent_app_country] => US [patent_app_date] => 2021-08-31 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 18068 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -22 [patent_words_short_claim] => 65 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17463009 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/463009
Lead orientation detection Aug 30, 2021 Issued
Array ( [id] => 17565544 [patent_doc_number] => 20220129693 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-04-28 [patent_title] => STATE DETERMINATION APPARATUS AND IMAGE ANALYSIS APPARATUS [patent_app_type] => utility [patent_app_number] => 17/460387 [patent_app_country] => US [patent_app_date] => 2021-08-30 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6973 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -16 [patent_words_short_claim] => 67 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17460387 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/460387
State determination apparatus and image analysis apparatus Aug 29, 2021 Issued
Array ( [id] => 19947903 [patent_doc_number] => 12319246 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-06-03 [patent_title] => Systems and methods for vehicle camera obstruction detection [patent_app_type] => utility [patent_app_number] => 17/411403 [patent_app_country] => US [patent_app_date] => 2021-08-25 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 9 [patent_figures_cnt] => 12 [patent_no_of_words] => 3325 [patent_no_of_claims] => 18 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 151 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17411403 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/411403
Systems and methods for vehicle camera obstruction detection Aug 24, 2021 Issued
Array ( [id] => 19886312 [patent_doc_number] => 12272030 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-04-08 [patent_title] => Building units for machine learning models for denoising images and systems and methods for using same [patent_app_type] => utility [patent_app_number] => 17/445382 [patent_app_country] => US [patent_app_date] => 2021-08-18 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 21 [patent_figures_cnt] => 22 [patent_no_of_words] => 19281 [patent_no_of_claims] => 37 [patent_no_of_ind_claims] => 2 [patent_words_short_claim] => 117 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17445382 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/445382
Building units for machine learning models for denoising images and systems and methods for using same Aug 17, 2021 Issued
Array ( [id] => 17582261 [patent_doc_number] => 20220139116 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-05-05 [patent_title] => SYSTEM AND METHOD FOR LIVENESS DETECTION [patent_app_type] => utility [patent_app_number] => 17/403465 [patent_app_country] => US [patent_app_date] => 2021-08-16 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8103 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 148 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17403465 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/403465
SYSTEM AND METHOD FOR LIVENESS DETECTION Aug 15, 2021 Abandoned
Array ( [id] => 17529465 [patent_doc_number] => 11302161 [patent_country] => US [patent_kind] => B1 [patent_issue_date] => 2022-04-12 [patent_title] => Monitoring and tracking checkout activity in a retail environment [patent_app_type] => utility [patent_app_number] => 17/401494 [patent_app_country] => US [patent_app_date] => 2021-08-13 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 11 [patent_figures_cnt] => 15 [patent_no_of_words] => 14965 [patent_no_of_claims] => 22 [patent_no_of_ind_claims] => 2 [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] => 17401494 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/401494
Monitoring and tracking checkout activity in a retail environment Aug 12, 2021 Issued
Array ( [id] => 17388681 [patent_doc_number] => 20220036533 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-02-03 [patent_title] => IMAGE DEFECT DETECTION METHOD AND APPARATUS, ELECTRONIC DEVICE, STORAGE MEDIUM AND PRODUCT [patent_app_type] => utility [patent_app_number] => 17/444883 [patent_app_country] => US [patent_app_date] => 2021-08-11 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8603 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 103 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17444883 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/444883
Image defect detection method for locating a defect of a to-be detected image, electronic device, and storage medium Aug 10, 2021 Issued
Array ( [id] => 19427619 [patent_doc_number] => 12087042 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2024-09-10 [patent_title] => Method, apparatus, and electronic device for training neural network model [patent_app_type] => utility [patent_app_number] => 17/400029 [patent_app_country] => US [patent_app_date] => 2021-08-11 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 6 [patent_figures_cnt] => 9 [patent_no_of_words] => 7456 [patent_no_of_claims] => 17 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 249 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17400029 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/400029
Method, apparatus, and electronic device for training neural network model Aug 10, 2021 Issued
Array ( [id] => 19719758 [patent_doc_number] => 12205299 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-01-21 [patent_title] => Video matting [patent_app_type] => utility [patent_app_number] => 17/396055 [patent_app_country] => US [patent_app_date] => 2021-08-06 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 19 [patent_figures_cnt] => 23 [patent_no_of_words] => 12791 [patent_no_of_claims] => 17 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 138 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17396055 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/396055
Video matting Aug 5, 2021 Issued
Array ( [id] => 17217230 [patent_doc_number] => 20210350568 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-11-11 [patent_title] => SYSTEMS AND METHODS TO CHECK-IN SHOPPERS IN A CASHIER-LESS STORE [patent_app_type] => utility [patent_app_number] => 17/383303 [patent_app_country] => US [patent_app_date] => 2021-07-22 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 12978 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 166 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17383303 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/383303
Systems and methods to check-in shoppers in a cashier-less store Jul 21, 2021 Issued
Array ( [id] => 17683030 [patent_doc_number] => 11367289 [patent_country] => US [patent_kind] => B1 [patent_issue_date] => 2022-06-21 [patent_title] => Machine learning-based framework for drivable surface annotation [patent_app_type] => utility [patent_app_number] => 17/378636 [patent_app_country] => US [patent_app_date] => 2021-07-16 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 13 [patent_figures_cnt] => 15 [patent_no_of_words] => 9641 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 80 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17378636 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/378636
Machine learning-based framework for drivable surface annotation Jul 15, 2021 Issued
Array ( [id] => 20689714 [patent_doc_number] => 12619868 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-05-05 [patent_title] => Techniques for combining independent operations in a graph structure [patent_app_type] => utility [patent_app_number] => 17/362547 [patent_app_country] => US [patent_app_date] => 2021-06-29 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 79 [patent_figures_cnt] => 80 [patent_no_of_words] => 85397 [patent_no_of_claims] => 31 [patent_no_of_ind_claims] => 5 [patent_words_short_claim] => 67 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17362547 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/362547
Techniques for combining independent operations in a graph structure Jun 28, 2021 Issued
Array ( [id] => 18934895 [patent_doc_number] => 11887332 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2024-01-30 [patent_title] => Item identification using digital image processing [patent_app_type] => utility [patent_app_number] => 17/362261 [patent_app_country] => US [patent_app_date] => 2021-06-29 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 7 [patent_figures_cnt] => 10 [patent_no_of_words] => 10535 [patent_no_of_claims] => 42 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 348 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17362261 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/362261
Item identification using digital image processing Jun 28, 2021 Issued
Array ( [id] => 17707266 [patent_doc_number] => 20220207273 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-06-30 [patent_title] => METHODS AND APPARATUSES FOR IDENTIFYING OPERATION EVENT [patent_app_type] => utility [patent_app_number] => 17/342794 [patent_app_country] => US [patent_app_date] => 2021-06-09 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 10387 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 55 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17342794 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/342794
METHODS AND APPARATUSES FOR IDENTIFYING OPERATION EVENT Jun 8, 2021 Abandoned
Array ( [id] => 19341081 [patent_doc_number] => 12051275 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2024-07-30 [patent_title] => Video processing method and apparatus for action recognition [patent_app_type] => utility [patent_app_number] => 17/343088 [patent_app_country] => US [patent_app_date] => 2021-06-09 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 16 [patent_figures_cnt] => 21 [patent_no_of_words] => 15123 [patent_no_of_claims] => 19 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 176 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17343088 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/343088
Video processing method and apparatus for action recognition Jun 8, 2021 Issued
Array ( [id] => 18623157 [patent_doc_number] => 11756205 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2023-09-12 [patent_title] => Methods, devices, apparatuses and storage media of detecting correlated objects involved in images [patent_app_type] => utility [patent_app_number] => 17/342917 [patent_app_country] => US [patent_app_date] => 2021-06-09 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 6 [patent_figures_cnt] => 9 [patent_no_of_words] => 18057 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 215 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17342917 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/342917
Methods, devices, apparatuses and storage media of detecting correlated objects involved in images Jun 8, 2021 Issued
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