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US 2026/0030928 A1Published application
Apparatus and method for behavior recognition based on noise skeleton sequence
AssigneeSK Telecom Co., Ltd.
InventorsChun Fei MA, Young Chul YOON, Byeong Won LEE, Jin Seong JANG
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Abstract
In a method and apparatus for behavior recognition based on noise skeleton sequence, the method includes preparing a first skeleton sequence extracted by a skeleton extraction model from a first training image sequence and a behavior label of the first skeleton sequence, wherein the first skeleton sequence includes first noise caused by the skeleton extraction model; and training a behavior recognition model based on the first skeleton sequence and the behavior label of the first skeleton sequence.
Claims10
A method comprising:
- preparing a first skeleton sequence extracted by a skeleton extraction model from a first training image sequence and a behavior label of the first skeleton sequence, wherein the first skeleton sequence includes first noise caused by the skeleton extraction model;
- and
- training a behavior recognition model based on the first skeleton sequence and the behavior label of the first skeleton sequence.
An apparatus comprising:
- a memory storing instructions;
- and
- at least one processor,
- wherein the at least one processor executing the instructions performs steps comprising:
- preparing a first skeleton sequence extracted by a skeleton extraction model from a first training image sequence and a behavior label of the first skeleton sequence, wherein the first skeleton sequence includes first noise caused by the skeleton extraction model;
- and
- training a behavior recognition model based on the first skeleton sequence and the behavior label of the first skeleton sequence.
4 more elements
A method comprising:
- obtaining an input skeleton sequence extracted from an input image sequence;
- and
- determining a behavior type for the input skeleton sequence using a behavior recognition model,
- wherein the behavior recognition model is trained by:
- preparing a first skeleton sequence extracted by a skeleton extraction model from a first training image sequence and a behavior label of the first skeleton sequence, wherein the first skeleton sequence includes first noise caused by the skeleton extraction model;
- and
- training the behavior recognition model based on the first skeleton sequence and the behavior label of the first skeleton sequence.
4 more elements
Dependencies are inferred from the claim text.