I am working on a problem to cluster points in order to detect trajectories (with flow;s direction). The spatial points are coming from boats. I tried to use Density-based spatial techniques to detect trajectories, but it didn’t give good results. I started investigating the use of CNN to extract these paths. Do you recommend any direction or learning techniques that I need to investigate that can lead to better results. Please feel free to recommend some papers.

P.S: self learner here, these are exploratory questions.

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