Spatiotemporal Representation Learning for Video Anomaly Detection

IEEE Access ◽

10.1109/access.2020.2970497 ◽

2020 ◽

Vol 8 ◽

pp. 25531-25542 ◽

Author(s):

Zhaoyan Li ◽

Yaoshun Li ◽

Zhisheng Gao

Keyword(s):

Anomaly Detection ◽

Representation Learning ◽

Spatiotemporal Representation

Download Full-text

Selfgait: A Spatiotemporal Representation Learning Method for Self-Supervised Gait Recognition

ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp39728.2021.9413894 ◽

2021 ◽

Author(s):

Yiqun Liu ◽

Yi Zeng ◽

Jian Pu ◽

Hongming Shan ◽

Peiyang He ◽

...

Keyword(s):

Gait Recognition ◽

Representation Learning ◽

Learning Method ◽

Spatiotemporal Representation

Download Full-text

Spectral-Difference Low-Rank Representation Learning for Hyperspectral Anomaly Detection

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2020.3046727 ◽

2021 ◽

pp. 1-14

Author(s):

Xiangrong Zhang ◽

Xiaoxiao Ma ◽

Ning Huyan ◽

Jing Gu ◽

Xu Tang ◽

...

Keyword(s):

Anomaly Detection ◽

Representation Learning ◽

Low Rank ◽

Spectral Difference ◽

Low Rank Representation

Download Full-text

Spatiotemporal Representation Learning for Blind Video Quality Assessment

IEEE Transactions on Circuits and Systems for Video Technology ◽

10.1109/tcsvt.2021.3114509 ◽

2021 ◽

pp. 1-1

Author(s):

Yongxu Liu ◽

Jinjian Wu ◽

Leida Li ◽

Weisheng Dong ◽

Jinpeng Zhang ◽

...

Keyword(s):

Quality Assessment ◽

Video Quality ◽

Representation Learning ◽

Video Quality Assessment ◽

Spatiotemporal Representation

Download Full-text

Content-Aware Anomaly Detection with Network Representation Learning

Algorithms and Architectures for Parallel Processing - Lecture Notes in Computer Science ◽

10.1007/978-3-030-60248-2_4 ◽

2020 ◽

pp. 50-64

Author(s):

Zhong Li ◽

Xiaolong Jin ◽

Chuanzhi Zhuang ◽

Zhi Sun

Keyword(s):

Anomaly Detection ◽

Representation Learning ◽

Network Representation ◽

Download Full-text

Detecting Gas Turbine Combustor Anomalies Using Semi-supervised Anomaly Detection with Deep Representation Learning

Cognitive Computation ◽

10.1007/s12559-019-09710-7 ◽

2019 ◽

Vol 12 (2) ◽

pp. 398-411 ◽

Author(s):

Weizhong Yan

Keyword(s):

Anomaly Detection ◽

Gas Turbine ◽

Representation Learning ◽

Gas Turbine Combustor

Download Full-text

Spatiotemporal Representation Learning for Translation-Based POI Recommendation

ACM Transactions on Information Systems ◽

10.1145/3295499 ◽

2019 ◽

Vol 37 (2) ◽

pp. 1-24 ◽

Author(s):

Tieyun Qian ◽

Bei Liu ◽

Quoc Viet Hung Nguyen ◽

Hongzhi Yin

Keyword(s):

Representation Learning ◽

Poi Recommendation ◽

Spatiotemporal Representation

Download Full-text

A Large-Scale Study on Unsupervised Spatiotemporal Representation Learning

10.1109/cvpr46437.2021.00331 ◽

2021 ◽

Author(s):

Christoph Feichtenhofer ◽

Haoqi Fan ◽

Bo Xiong ◽

Ross Girshick ◽

Kaiming He

Keyword(s):

Large Scale ◽

Representation Learning ◽

Large Scale Study ◽

Spatiotemporal Representation

Download Full-text

Anomaly Detection Based on Unsupervised Disentangled Representation Learning in Combination with Manifold Learning

2020 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn48605.2020.9207046 ◽

2020 ◽

Author(s):

Xiaoyan Li ◽

Iluju Kiringa ◽

Tet Yeap ◽

Xiaodan Zhu ◽

Yifeng Li

Keyword(s):

Anomaly Detection ◽

Manifold Learning ◽

Representation Learning

Download Full-text

Learning Spatiotemporal Representation Based on 3D Autoencoder for Anomaly Detection

Communications in Computer and Information Science - Pattern Recognition ◽

10.1007/978-981-15-3651-9_17 ◽

2020 ◽

pp. 187-195 ◽

Author(s):

Yunpeng Chang ◽

Zhigang Tu ◽

Bin Luo ◽

Qianqing Qin

Keyword(s):

Anomaly Detection ◽

Spatiotemporal Representation

Download Full-text

Spatiotemporal Representation Learning for Driving Behavior Analysis: A Joint Perspective of Peer and Temporal Dependencies

IEEE Transactions on Knowledge and Data Engineering ◽

10.1109/tkde.2019.2935203 ◽

2019 ◽

pp. 1-1

Author(s):

Pengyang Wang ◽

Xiaolin Li ◽

Yu Zheng ◽

Charu Aggarwal ◽

Yanjie Fu

Keyword(s):

Behavior Analysis ◽

Representation Learning ◽

Driving Behavior ◽

Spatiotemporal Representation ◽

Temporal Dependencies

Download Full-text