Violent flows: Real-time detection of violent crowd behavior

By Tal Hassner, Yossi Itcher, Orit Kliper-Gross. IEEE Computer Society Conference on Computer Vision and Pattern Recognition workshops, 2012

531 citations recorded by the source corpus.

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Protest Activity Detection and Perceived Violence Estimation from Social Media Images (2017, background): “In addition, there have been a few works which propose to automatically classify violent activities from images or videos by static image or motion features [8, 9, 18, 33].”
Not only Look, but also Listen: Learning Multimodal Violence Detection under Weak Supervision (2020, background): “[15] proposed violent flow descriptors to detect violence in crowded videos.”
Evaluating New Variants of Motion Interchange Patterns (2013, background): “Existing techniques for recognizing textures in 2D images extend the textures to time-varying “dynamic textures” (e.g., [10, 7]).”
Motion Interchange Patterns for Action Recognition in Unconstrained Videos (2012, unknown): “, [18] and recently also [19]).”