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IPC Subgroup
G06V 10/764

using classification, e.g. of video objects

Introduced: January 2022

Full Title

Arrangements for image or video recognition or understanding > using pattern recognition or machine learning > using classification, e.g. of video objects

Classification Context

Section:
PHYSICS
Class:
COMPUTING OR CALCULATING; COUNTING
Subclass:
IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING

Additional Content

C4.5 classification algorithm using a decision tree CART classification and regression Tree FAR false acceptance rate FRR false rejection rate Gini impurity measure of how often a randomly chosen element from the set would be incorrectly labelled if it was randomly labelled according to the distribution of labels in the subset; usually used at the level of the nodes of tree-based classifiers. ID3 iterative Dichotomiser 3, a precursor of C4.5 ROC receiver operating characteristics

Top Applicants

Top 10 applicants by patent filingsfor class G06, 2013–2023, worldwide · Source: EPO PATSTAT

  1. SAMSUNG ELECTRONICS COMPANY KR 66,669
  2. IBM (INTERNATIONAL BUSINESS MACHINES CORPORATION) US 62,313
  3. MICROSOFT TECHNOLOGY LICENSING US 41,918
  4. GOOGLE US 32,969
  5. SGCC(STATE GRID CORPORATION OF CHINA) 30,822
  6. INTEL CORPORATION US 30,010
  7. TENCENT TECHNOLOGY (SHENZHEN) COMPANY 28,235
  8. HUAWEI TECHNOLOGIES COMPANY CN 26,079
  9. APPLE US 21,891
  10. HUAWEI TECHNOLOGIES COMPANY 20,505