以多幀預測模型進行影片異常偵測

HY Chao - 臺灣大學電信工程學研究所學位論文, 2019 - airitilibrary.com
… 影片異常偵測(Video anomaly detection) 在影片認知中是一項越來越重要且有發展性的任務,它…
data and identified the outliers as anomalies. Common deep learning-based methods are …

[PDF][PDF] 阁EasyChair Preprint

H Jonathan, E Frank - 2024 - easychair.org
… The integration of AI techniques, particularly machine learning and deep learning
algorithms, has revolutionized the field of real-time data monitoring and anomaly detection. AI …

[PDF][PDF] 融合自注意力和自编码器的视频异常检测

梁家菲, 李婷, 杨佳琪, 李亚楠, 方智文, 杨丰 - 中国图象图形学报, 2023 - cjig.cn
models is still poor in multiple scenarios. Currently,autoencoder-based deep learning
methods are introduced in video anomaly … Conclusion We develop a video anomaly detection

[PDF][PDF] 基于深度高斯过程回归的视频异常事件检测方法

王栋, 张晓俊, 戴丽华 - 电子测量与仪器学报, 2021 - jemi.cnjournals.com
… , a new deep learning technology called deep Gaussian … to extract features and detect anomaly
in one model. The results on … 1 The flow chart of video anomaly detection based on deep

[HTML][HTML] 非平穩非週期單變數時間序列異常檢測

YL Li - 2020 - ir.lib.ncu.edu.tw
… This thesis focuses on anomaly detection for non-stationary and non-periodic time series, …
anomaly detection for such a type of time series. This thesis proposes an anomaly detection

[PDF][PDF] 监控视频中采用深度支持向量数据描述的异常检测

李芳丽 - 红外与激光工程, 2021 - researching.cn
… behavior, video anomaly detection has always been a challenging problem in the field of
computer vision. Existing anomaly detection methods based on deep learning often use a …

深度学习在电力系统预测中的应用

苗磊, 李擎, 蒋原崔家瑞, 王义轩 - 工程科学学报, 2023 - cje.ustb.edu.cn
… Second, the application frontiers of predictive power systems based on deep learning are
reviewed, which include civil and industrial scenarios, photovoltaic and wind power, …

基于双层混合集成的自动驾驶汽车故障检测

闵海根, 雷小平, 李杰, 童星, 吴霞… - 山东大学学报(工学 …, 2022 - gxbwk.njournal.sdu.edu.cn
… Fault detection of autonomous vehicle based on bi-layer hybrid ensemble[J]. Journal of …
Anomaly detection for power consumption patterns based on unsupervised learning[J]. …

[PDF][PDF] 使用即时像素直方图进行背景扣除(学士学位)

NM Shati, SA Alazawi, HA Abdulbaqi - 西南交通大学学报, 2019 - researchgate.net
… The main aim of this research paper is to detect moving objects from video sequences in …
The Visor (videos of different human action) dataset and UCSD (peds2) anomaly detection

以人體姿態識別ATM 提款動作之研究

JX Deng - 2022 - ir.lib.ncu.edu.tw
… of moneymule and non-moneymule, and then through interviews with … in the video, the data
is imbalance, so we use the deep learning model, bi-LSTM (Long Short-term memory model) …