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Original Research
Published 2 October 2026
Efficient video violence detection through segmented temporal sampling and CNN–transformer modeling
Fray L. Becerra-Suarez · Karem Menacho-Navarrete · Mónica Díaz · Franccesca A. Recharte-Trucios · Felix R. Landeo-Castillo · Lloy Pinedo
Frontiers in Computer Science
doi 10.3389/fcomp.2026.1934449