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Learning Spatiotemporal Features With 3DCNN and ConvGRU for Video Anomaly Detection
2018 14th IEEE International Conference on Signal Processing (ICSP), 2018Video anomaly detection aims to analyze the abnormal events or behaviors from massive monitoring video data, which is extremely challenging due to the ambiguous definition of abnormal behavior and the complex monitoring scene. Feature representation based on the hand-crafted of video local spatial area is more complicated, and it is difficult to learn ...
Xin Wang, Weixin Xie, Jiayi Song
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Gesture Recognition Algorithm Based on Lightweight 3DCNN Network
2021 17th International Conference on Computational Intelligence and Security (CIS), 2021Guoping Zhang +4 more
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Extracting Deep Video Feature for Mobile Video Classification with ELU-3DCNN
2018Extracting robust video feature has always been a challenge in the field of video classification. Although existing researches on video feature extraction have been active and extensive, the classification results based on traditional video feature are always neither flexible nor satisfactory enough.
Jihong Liu +4 more
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3DCNN-Based Palpation Localization with Temporal Attention Module
2022 IEEE International Conference on Image Processing (ICIP), 2022Guanhao Huang +3 more
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Eulerian Motion Based 3DCNN Architecture for Facial Micro-Expression Recognition
2019Facial micro-expressions are fast and subtle muscular movements, which typically reveal the underlying mental state of an individual. Due to low intensity and short duration of micro-expressions, the task of micro-expressions recognition is a huge challenge.
Yahui Wang +3 more
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Video steganography network based on 3DCNN
2021 International Conference on Digital Society and Intelligent Systems (DSInS), 2021Yangping Lin +5 more
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A novel micro-expression detection algorithm based on BERT and 3DCNN
Image and Vision Computing, 2022Ying Zhou +5 more
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Cooking activities recognition in egocentric videos using combining 2DCNN and 3DCNN
Proceedings of the Joint Workshop on Multimedia for Cooking and Eating Activities and Multimedia Assisted Dietary Management, 2018Recently activities recognition in egocentric videos using wearable camera is one of the hot topic in computer vision. We mainly focus on the problem of cooking activities recognition in egocentric videos. An accurate cooking activities recognition enable us to realize cooking assistance service.
Shuichi Urabe +2 more
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Action identification with fusion of BERT and 3DCNN for smart home systems
Internet of Things, 2023Thai Hoang Le +2 more
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