Search Results for author: Jingyuan Chen

Found 9 papers, 4 papers with code

Real-Time Anomaly Detection and Feature Analysis Based on Time Series for Surveillance Video

1 code implementation11 May 2021 Ruoyu Xue, Jingyuan Chen, Yajun Fang

The intelligent surveillance system urgently needs the real-time machine recognition of abnormal events to solve the extremely uneven human supervision resource and digital cameras.

Anomaly Detection In Surveillance Videos Time Series +1

Learning to Segment the Tail

1 code implementation CVPR 2020 Xinting Hu, Yi Jiang, Kaihua Tang, Jingyuan Chen, Chunyan Miao, Hanwang Zhang

Real-world visual recognition requires handling the extreme sample imbalance in large-scale long-tailed data.

Few-Shot Learning Incremental Learning

Real-Time Referring Expression Comprehension by Single-Stage Grounding Network

no code implementations9 Dec 2018 Xinpeng Chen, Lin Ma, Jingyuan Chen, Zequn Jie, Wei Liu, Jiebo Luo

Experiments on RefCOCO, RefCOCO+, and RefCOCOg datasets demonstrate that our proposed SSG without relying on any region proposals can achieve comparable performance with other advanced models.

Attribute Referring Expression +1

Temporally Grounding Natural Sentence in Video

no code implementations EMNLP 2018 Jingyuan Chen, Xinpeng Chen, Lin Ma, Zequn Jie, Tat-Seng Chua

We introduce an effective and efficient method that grounds (i. e., localizes) natural sentences in long, untrimmed video sequences.

Sentence Video Captioning

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