Review of Physical Aggression Detection Techniques in Video Using Explainable Artificial Intelligence

Physical aggressions are a problem that affects our society throughout the world. This study is a review of the work done so far on the physical detection of aggressions in video using XAI techniques (XAI). In the Related Work section, other reviews have been presented that compile physical aggression detection, XAI techniques, and the combination of both: physical aggression detection using XAI techniques. The state of the art section, compiles papers on video assault detection, an explanation of XAI and the different ways of categorising and grouping existing techniques, and a review of papers dealing with video assault detection using XAI. The search methodology used consisted of using Google Scholar, reviewing articles with a publication date of no more than two years, with high quality and with a theme as close as possible to the subject matter of the article. As far as it has been possible to find, no works have been found on the detection physical aggressions or actions using XAI techniques; however, some works have been found in the context of object detection using XAI techniques. This opens the possibility of creating a research line on the detection of physical aggressions in video using XAI.