proy3 / Abnormal_Trajectory_Classifier
This repository contains the source code of some published articles related to the detection of abnormal trajectories of moving objects in surveillance videos using unsupervised machine learning approaches.
☆11Updated 5 years ago
Related projects: ⓘ
- My research work on developing scalable techniques for trajectory outlier detection☆17Updated 3 years ago
- The proposed methodology assess how compression algorithms influence the clustering analysis with respect to anomaly detection of vessel …☆10Updated last year
- Dual Supervised Autoencoder Based Trajectory Classification Using Enhanced Spatio-Temporal Information☆16Updated 7 months ago
- SS-LSTM model for pedestrian trajectory prediction☆87Updated 5 years ago
- A geometric-driven semi-supervised approach for fishing activity detection from AIS data.☆12Updated 2 years ago
- ☆12Updated 2 years ago
- Comparing Different Clustering Methods and Similarity Metrics on Trajectory Datasets☆169Updated 2 years ago
- ☆18Updated 3 years ago
- ☆35Updated 6 years ago
- ☆37Updated this week
- traffic-prediction using LSTM and GCN by pytorch☆52Updated 4 years ago
- LSTM Keras Neural Network to predict ship location using Danish AIS data☆40Updated 6 years ago
- A Decomposition Approach for Urban Anomaly Detection Across Spatiotemporal Data☆16Updated 2 years ago
- short term traffic forecasting using deep learning architectures☆18Updated last year
- 客流预测、Resnet☆16Updated 4 years ago
- TRACLUS轨迹聚类算法的实现,包括前后端程序☆25Updated last year
- Approach to extract motion paths (trajectories) of vehicles and pedestrians from videos (Multiple object detection & tracking)☆71Updated 4 years ago
- A Keras multi-input multi-output LSTM-based RNN for object trajectory forecasting☆114Updated 2 years ago
- 航迹检测☆20Updated 6 years ago
- Implement the Douglas-Peucker algorithm to compress trajectories.☆12Updated 9 years ago
- ☆14Updated 4 years ago
- ☆13Updated 2 years ago
- lstm-rnn, seq2seq model and attention-seq2seq model for vessel trajectory prediction.☆81Updated 3 years ago
- ☆48Updated this week
- Traffic Flow Prediction with Vehicle Trajectories☆59Updated 3 years ago
- 由时间空间成对组成的轨迹序列,通过循环神经网络lstm,自编码器auto-encode,时空密度聚类st-dbscan做异常检测☆66Updated 4 years ago
- ☆22Updated 3 years ago
- PyTorch implementation for Social-LSTM, which is built to predict multi-vessel trajectories.☆44Updated 2 years ago
- ☆27Updated 3 years ago
- Multi-Attention Temporal Graph Convolution Network for Traffic Flow Forecasting☆18Updated last year