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An Incremental DPMM-Based Method for Trajectory Clustering, Modeling, and Retrieval

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-0-387-35592-4_25openalex-snapshot
Querying Video Data by Spatio-Temporal Relationships of Moving Object Traces
inferredcites →https://doi.org/10.1007/978-3-642-21551-3_4openalex-snapshot
Markov Chain Monte Carlo Technology
inferredcites →https://doi.org/10.1007/s10618-012-0250-5openalex-snapshot
Experimental comparison of representation methods and distance measures for time series data
inferredcites →https://doi.org/10.1016/0031-3203(91)90057-copenalex-snapshot
On detecting dominant points
inferredcites →https://doi.org/10.1016/0262-8856(96)01101-8openalex-snapshot
Learning the distribution of object trajectories for event recognition
inferredcites →https://doi.org/10.1016/b978-012088469-8.50069-3openalex-snapshot
Indexing Large Human-Motion Databases
inferredcites →https://doi.org/10.1016/b978-012088469-8.50070-xopenalex-snapshot
On The Marriage of Lp-norms and Edit Distance
inferredcites →https://doi.org/10.1016/b978-155860869-6/50043-3openalex-snapshot
Exact Indexing of Dynamic Time Warping
inferredcites →https://doi.org/10.1080/10618600.2000.10474879openalex-snapshot
Markov Chain Sampling Methods for Dirichlet Process Mixture Models
inferredcites →https://doi.org/10.1109/34.1000236openalex-snapshot
Mean shift: a robust approach toward feature space analysis
inferredcites →https://doi.org/10.1109/6979.954548openalex-snapshot
Content-based event retrieval using semantic scene interpretation for automated traffic surveillance
inferredcites →https://doi.org/10.1109/83.350818openalex-snapshot
Invariant matching and identification of curves using B-splines curve representation
inferredcites →https://doi.org/10.1109/83.817601openalex-snapshot
Models for motion-based video indexing and retrieval
inferredcites →https://doi.org/10.1109/cvpr.2003.1211378openalex-snapshot
Discovering clusters in motion time-series data
inferredcites →https://doi.org/10.1109/cvpr.2009.5206559openalex-snapshot
Learning trajectory patterns by clustering: Experimental studies and comparative evaluation
inferredcites →https://doi.org/10.1109/iccv.2003.1238382openalex-snapshot
Mean shift based clustering in high dimensions: a texture classification example
inferredcites →https://doi.org/10.1109/iccv.2005.49openalex-snapshot
Bidirectional tracking using trajectory segment analysis
inferredcites →https://doi.org/10.1109/icde.2002.994784openalex-snapshot
Discovering similar multidimensional trajectories
inferredcites →https://doi.org/10.1109/icde.2004.1320009openalex-snapshot
Online amnesic approximation of streaming time series
inferredcites →https://doi.org/10.1109/icip.1997.638824openalex-snapshot
Motion indexing of video
inferredcites →https://doi.org/10.1109/icmla.2006.51openalex-snapshot
Trend Analysis for Large Document Streams
inferredcites →https://doi.org/10.1109/icvs.2006.41openalex-snapshot
Motion Trajectory Learning in the DFT-Coefficient Feature Space
inferredcites →https://doi.org/10.1109/tc.1977.1674918openalex-snapshot
Polygonal Approximations by Newton's Method
inferredcites →https://doi.org/10.1109/tcsvt.2006.869965openalex-snapshot
Motion-based video retrieval by trajectory matching
inferredcites →https://doi.org/10.1109/tcsvt.2008.2005600openalex-snapshot
Event Detection Using Trajectory Clustering and 4-D Histograms
inferredcites →https://doi.org/10.1109/tcsvt.2008.927109openalex-snapshot
A Survey of Vision-Based Trajectory Learning and Analysis for Surveillance
inferredcites →https://doi.org/10.1109/tcsvt.2009.2013510openalex-snapshot
Event Analysis Based on Multiple Interactive Motion Trajectories
inferredcites →https://doi.org/10.1109/tits.2008.922970openalex-snapshot
Learning, Modeling, and Classification of Vehicle Track Patterns from Live Video
inferredcites →https://doi.org/10.1109/tits.2009.2026440openalex-snapshot
Learning to Recognize Video-Based Spatiotemporal Events
inferredcites →https://doi.org/10.1109/tits.2010.2048101openalex-snapshot
Clustering of Vehicle Trajectories
inferredcites →https://doi.org/10.1109/tmm.2006.886346openalex-snapshot
Real-Time Motion Trajectory-Based Indexing and Retrieval of Video Sequences
inferredcites →https://doi.org/10.1109/tmm.2007.902875openalex-snapshot
Motion Flow-Based Video Retrieval
inferredcites →https://doi.org/10.1109/tmm.2009.2030746openalex-snapshot
Syntactic Matching of Trajectories for Ambient Intelligence Applications
inferredcites →https://doi.org/10.1109/tpami.2008.175openalex-snapshot
Probabilistic Modeling of Scene Dynamics for Applications in Visual Surveillance
inferredcites →https://doi.org/10.1109/tpami.2011.64openalex-snapshot
Trajectory Learning for Activity Understanding: Unsupervised, Multilevel, and Long-Term Adaptive Approach
inferredcites →https://doi.org/10.1145/1015330.1015439openalex-snapshot
Variational methods for the Dirichlet process
inferredcites →https://doi.org/10.1145/1066157.1066213openalex-snapshot
Robust and fast similarity search for moving object trajectories
inferredcites →https://doi.org/10.1145/347090.347153openalex-snapshot
Scaling up dynamic time warping for datamining applications
inferredcites →https://doi.org/10.1184/r1/6610913openalex-snapshot
Time-sensitive Dirichlet process mixture models
inferredcites →https://doi.org/10.1214/aos/1176342360openalex-snapshot
A Bayesian Analysis of Some Nonparametric Problems
inferredcites →https://doi.org/10.1214/aos/1176342372openalex-snapshot
Ferguson Distributions Via Polya Urn Schemes
inferredcites →https://doi.org/10.14288/1.0051304openalex-snapshot
Video database retrieval based on trajectory analysis

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Improving a Switched Vector Field Model for Pedestrian Motion Analysis
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Trajectory Similarity Measuring with Grid-Based DTW
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Detecting Anomalous Trajectories via Recurrent Neural Networks
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Description and Recognition of Activity Patterns Using Sparse Vector Fields
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A Skylight Opening Prediction Method Based on Parallel Dirichlet Process Mixture Model Clustering
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Deep Dissimilarity Measure for Trajectory Analysis
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An Outlook for Future Mobile Network Data-Driven Urban Informatics
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Trajectory Classification Using Feature Selection by Genetic Algorithm
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A novel point-line duality feature for trajectory classification
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Vehicle trajectory clustering based on 3D information via a coarse-to-fine strategy
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Analysis of moving cluster with scene constraints for group behavior pattern mining
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Trajectory similarity clustering based on multi-feature distance measurement
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Parallel grid-based density peak clustering of big trajectory data
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Motion sketch based crowd video retrieval
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Raw Trajectory Rectification via Scene-Free Splitting and Stitching
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Multi-agent detection and labelling of activity patterns
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A transfer learning framework for traffic video using neuro-fuzzy approach
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scVAEBGM: Clustering Analysis of Single-Cell ATAC-seq Data Using a Deep Generative Model
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Unsupervised video anomaly detection based on multi-timescale trajectory prediction
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STENet: A hybrid spatio-temporal embedding network for human trajectory forecasting
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Likelihood learning in modified Dirichlet Process Mixture Model for video analysis
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Using Deep Siamese networks for trajectory analysis to extract motion patterns in videos
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Outlier detection in traffic data based on the Dirichlet process mixture model
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Trajectory‐based anomalous behaviour detection for intelligent traffic surveillance
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Direction‐based similarity measure to trajectory clustering
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Trajectory dimensionality reduction and hyperparameter settings of DBSCAN for trajectory clustering
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A framework of spatio-temporal trajectory simplification methods
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A Uniform Representation for Trajectory Learning Tasks
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Trajectory Data Classification
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Classification of vessel activity in streaming data
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Vehicle Trajectory Similarity
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SCPP
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TARA-Net: A Fusion Network for Detecting Takeaway Rider Accidents
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Trajectory Clustering Using Affinity Propagation with Trajectory Entropy Descriptor
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High Level Event Detection based on Spatial Occupancy and Interpersonal Relationships
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A Trajectory Data Clustering Method Based On Dynamic Grid Density
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A dissimilarity measure estimation for analyzing trajectory data
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Infinite Gaussian Mixture Modeling with an Improved Estimation of the Number of Clusters
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A Principled Distributional Approach to Trajectory Similarity Measurement and its Application to Anomaly Detection
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Pattern Anomaly Detection based on Sequence-to-Sequence Regularity Learning
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TPPG: Privacy-preserving trajectory data publication based on 3D-Grid partition
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Trajectory Shape Analysis and Anomaly Detection Utilizing Information Theory Tools
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IBVis: Interactive Visual Analytics for Information Bottleneck Based Trajectory Clustering
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Aircraft Behavior Recognition on Trajectory Data with a Multimodal Approach
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A Deep Learning Streaming Methodology for Trajectory Classification
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Human Trajectory Analysis and Activity Prediction in Videos
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Peer Review #1 of "Novel trajectory clustering method based on distance dependent Chinese restaurant process (v0.1)"
inferred← citeshttps://doi.org/10.7287/peerj-cs.206v0.1/reviews/2openalex-snapshot
Peer Review #2 of "Novel trajectory clustering method based on distance dependent Chinese restaurant process (v0.1)"
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Peer Review #1 of "Novel trajectory clustering method based on distance dependent Chinese restaurant process (v0.2)"
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Novel trajectory clustering method based on distance dependent Chinese restaurant process
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