상세정보
학술대회
Pornographic Video Detection with Convolutional Two-Stream Network Fusion
- 발행일
- 202010
- 출처
- International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1273-1275
- 협약과제
- 20HH4600, 인공지능 기반 유해미디어(음란성) 분석·검출 시스템 개발, 이남경
- 초록
- This paper describes a pornographic video detection system with convolutional two-stream network fusion. Both spatial and temporal information are utilized to detect obscenity in videos by fusing a spatial stream network and a temporal stream network. Each network is based on the 121-layered DenseNet. The input to the temporal stream network is stacked dense optical flows. 2D convolution and 2D global average pooling are applied for the two-stream network fusion.
- KSP 제안 키워드
- 2D Convolution, Intrusion detection system(IDS), Optical Flow, Spatial and temporal, Stream network, Video detection, temporal information