Described is a system for action recognition error detection and correction using probabilistic signal temporal logic. The system is initiated by training an action recognition system to generate true positive (TP)/false positive (FP) axioms. Thereafter, the system ca be used to classify one or more actions in a video sequence as true action classifications by using the TP/FP axioms to remove false action classifications. With the remaining true classifications, a device can be controlled given the situation and relevant true classification.


    Zugriff

    Download


    Exportieren, teilen und zitieren



    Titel :

    System for action recognition error detection and correction using probabilistic signal temporal logic


    Beteiligte:
    KWON HYUKSEONG (Autor:in) / AGARWAL AMIT (Autor:in) / LEE KEVIN (Autor:in) / RAHIMI AMIR M (Autor:in) / POGUE ALEXIE (Autor:in) / BHATTACHARYYA RAJAN (Autor:in)

    Erscheinungsdatum :

    2024-03-26


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Englisch


    Klassifikation :

    IPC:    B60W CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION , Gemeinsame Steuerung oder Regelung von Fahrzeug-Unteraggregaten verschiedenen Typs oder verschiedener Funktion / G06V / G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS



    Probabilistic-Logic Methods in Pattern Recognition

    Matrosova, A. Y. / Yankovskaya, A. E. | British Library Online Contents | 1998


    Temporal Cross-Attention for Action Recognition

    Hashiguchi, Ryota / Tamaki, Toru | British Library Conference Proceedings | 2023


    Coupled Multi-Robot Systems Under Linear Temporal Logic and Signal Temporal Logic Tasks

    Lindemann, Lars / Nowak, Jakub / Schonbachler, Lukas et al. | BASE | 2021

    Freier Zugriff

    Reinforcement learning for temporal logic control synthesis with probabilistic satisfaction guarantees

    Hasanbeig, M / Kantaros, Y / Abate, A et al. | BASE | 2019

    Freier Zugriff

    Detection of object abandonment using temporal logic

    Bhargava, M. / Chen, C. C. / Ryoo, M. S. et al. | British Library Online Contents | 2009