TY  - JOUR 
AU  - Negre, Pablo
AU  - Alonso Rincón, Ricardo Serafín
AU  - Prieto Tejedor, Javier
AU  - García García, Óscar
PY  - 2026
SN  - 0924-669X
UR  - http://hdl.handle.net/10366/169634
AB  - [EN]Video violence detection using artificial intelligence plays a key role in public safety applications. Although convolutional and recurrent neural networks are widely adopted for this task, the actual contribution of temporal modeling over strong...
LA  - eng
PB  - Springer Nature
KW  - Convolutional Neural Networks (CNN)
KW  - Video violence detection
KW  - Physical aggression
KW  - Manual feature
KW  - Long Short Term Memory (LSTM)
TI  - Video violence detection using pre-trained VGG19 combined with manual logic, LSTM layers and Bi-LSTM layers
DO  - 10.1007/s10489-026-07122-3
T2  - Applied Intelligence
VL  - 56
ER  -