CAUSAL INTERACTION DETECTION APPARATUS, CONTROL METHOD, AND COMPUTER-READABLE STORAGE MEDIUM

    公开(公告)号:US20230316562A1

    公开(公告)日:2023-10-05

    申请号:US18019879

    申请日:2020-08-19

    Inventor: Karen Stephen

    CPC classification number: G06T7/73 G06T7/246 G06V10/761 G06T2207/30196

    Abstract: A causal interaction detection apparatus (2000) extracts pose information for each of persons detected from a video data. The pose information indicates poses of the person in time series. The causal interaction detection apparatus (2000) generates, for each of the persons, a change model that shows change in pose over time based on the pose information. The causal interaction detection apparatus (2000) determines, for each of one or more sets of a plurality of the persons, whether times of changes in pose of the persons in the set correlate with each other. The causal interaction detection apparatus (2000) detects the persons whose times of changes in pose are determined to correlate with each other, as the persons having a causal relationship with each other.

    ACTION LOCALIZATION APPARATUS, CONTROL METHOD, AND NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUM

    公开(公告)号:US20250054339A1

    公开(公告)日:2025-02-13

    申请号:US18723644

    申请日:2022-01-06

    Abstract: An action localization apparatus acquires a target clip and detects persons from the target clip. The action localization apparatus generates a person clip from the target clip for each of the persons detected from the target clip, and extracts a feature map from each of the person clip. The action localization apparatus computes, for each of predefined action classes, an action score that indicates confidence of an action of that action class being included in the target clip based on the feature maps extracted from the person clips, and localizes each action whose action class has the action score larger than or equal to a threshold by performing class activation mapping on each of the person clips.

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