Assignment Algorithms ===================== Algorithms for data association and assignment problems in multi-target tracking. .. automodule:: pytcl.assignment_algorithms :no-members: :no-undoc-members: 2D Assignment ------------- Optimal assignment algorithms for bipartite matching problems. Hungarian Algorithm ^^^^^^^^^^^^^^^^^^^ Gating ------ Validation region (gating) functions for measurement association. .. automodule:: pytcl.assignment_algorithms.gating :members: :undoc-members: :show-inheritance: Data Association ---------------- Track-to-measurement association algorithms. Global Nearest Neighbor (GNN) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ .. automodule:: pytcl.assignment_algorithms.data_association :members: :undoc-members: :show-inheritance: Joint Probabilistic Data Association (JPDA) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ The JPDA algorithm computes association probabilities for all feasible track-measurement pairings and updates each track with a weighted combination of innovations. .. automodule:: pytcl.assignment_algorithms.jpda :members: :undoc-members: :show-inheritance: Nd Assignment ------------- .. automodule:: pytcl.assignment_algorithms.nd_assignment :members: :undoc-members: :show-inheritance: Network Flow ------------ .. automodule:: pytcl.assignment_algorithms.network_flow :members: :undoc-members: :show-inheritance: Assignment ---------- .. automodule:: pytcl.assignment_algorithms.three_dimensional.assignment :members: :undoc-members: :show-inheritance: Assignment ---------- .. automodule:: pytcl.assignment_algorithms.two_dimensional.assignment :members: :undoc-members: :show-inheritance: Kbest ----- .. automodule:: pytcl.assignment_algorithms.two_dimensional.kbest :members: :undoc-members: :show-inheritance: