Index

A

a (Trajectory attribute) (Trajectory property) AccelerationChangeRateGlobalFeaturizer (class in core.featurizers) AccelerationFeaturizer (class in core.featurizers) AccelerationGlobalFeaturizer (class in core.featurizers) add_moving_FoR() (in module transformations) add_polar_offset() (in module transformations)

affine_params_history (CameraTracker attribute) algorithm (ObjectTracker attribute) AngleFeaturizer (class in core.featurizers) AngleGlobalFeaturizer (class in core.featurizers) append() (Featurizer method) auto_mode (TrackingScenario attribute) Axis (in module trajectory)

B

BackgroundEstimator (class in tracking.algorithms) BackgroundSubtraction (class in tracking.algorithms)

Bounds (in module tracking.algorithms) (in module tracking.trackers) bounds (Trajectory property)

C

camera_tracker (TrackingScenario attribute) CameraTracker (class in tracking.trackers) CENTER_INIT_MODE (ROI attribute) Centroid (in module tracking.trackers) check_load_path() (Serializer static method) check_save_path() (Serializer static method) ClassicUndistorter (class in tracking.undistorters) collect() (in module stats) collect_at_step() (in module stats) collect_at_time() (in module stats) collect_step_lagged() (in module stats) collect_time_lagged() (in module stats) ColorMatching (class in tracking.algorithms) component() (Vector method) CompoundFeaturizer (class in core.featurizers)

copy() (Trajectory method) core module core.featurizers module core.serializers module count (CompoundFeaturizer property) (DisplacementFeaturizer property) (DistanceFeaturizer property) (Featurizer property) (GlobalStatsFeaturizer property) (VelocityChangeRateFeaturizer property) (VelocityStopRateFeaturizer property) CSVSerializer (class in core.serializers)

D

delta (Vector property) delta_r (Trajectory property) delta_v (Trajectory property) detect() (BackgroundSubtraction method) (ColorMatching method) (FrameDifferencing method) (OpticalFlow method) (TemplateMatching method) (TrackingAlgorithm method)

diff_est (Trajectory attribute) DiffDiffGenerator (class in generators) dim (Generator attribute) (Trajectory property) DisplacementFeaturizer (class in core.featurizers) DistanceFeaturizer (class in core.featurizers) dt (Generator attribute) (Trajectory property) dt_mean (Trajectory attribute) dt_std (Trajectory attribute)

E

exp_convolutional_filter() (in module transformations)

exp_moving_average_filter() (in module transformations)

F

featurize() (CompoundFeaturizer method) (DisplacementFeaturizer method) (DistanceFeaturizer method) (Featurizer method) (GlobalStatsFeaturizer method) (VelocityChangeRateFeaturizer method) (VelocityStopRateFeaturizer method)

Featurizer (class in core.featurizers) featurizers_names() (CompoundFeaturizer method) fix() (Undistorter method) FrameDifferencing (class in tracking.algorithms) frecuency (PsdStat property) from_json() (JSONSerializer static method) from_video() (BackgroundEstimator static method)

G

generate() (Generator method) (RandomWalkGenerator method) Generator (class in generators) generators module

get_centroid() (TrackingAlgorithm method) global_diff_method() (Trajectory static method) GlobalStatsFeaturizer (class in core.featurizers) graphics module

H

height (ROI attribute)

history (ObjectTracker attribute)

I

init_mode (ROI attribute)

InvalidTrajectoryFileExtensionError is_zero() (Featurizer method)

J

JSONSerializer (class in core.serializers)

K

KineticFeaturizer (class in core.featurizers) kurtosis (KurtosisStat property) (KurtosisTimeAvgStat property) kurtosis_mean (KurtosisTimeAvgStat property)

kurtosis_reference() (in module stats) kurtosis_std (KurtosisTimeAvgStat property) KurtosisStat (class in stats) KurtosisTimeAvgStat (class in stats)

L

LangevinGenerator (class in generators) lazy (Trajectory attribute) load() (CSVSerializer static method) (JSONSerializer static method) (Serializer static method)

load_ensemble() (JSONSerializer static method)

M

MANUAL_INIT_MODE (ROI attribute) masked() (Undistorter method) module core core.featurizers core.serializers generators graphics stats tracking tracking.algorithms tracking.trackers tracking.undistorters trajectory transformations vector yupi

msd (MsdStat property) (MsdTimeAvgStat property) msd_mean (MsdStat property) (MsdTimeAvgStat property) msd_std (MsdStat property) (MsdTimeAvgStat property) MsdStat (class in stats) MsdTimeAvgStat (class in stats)

N

n (Generator attribute)

name (ObjectTracker attribute) norm (Vector property)

O

object_trackers (TrackingScenario attribute)

ObjectTracker (class in tracking.trackers) OpticalFlow (class in tracking.algorithms)

P

plot() (KurtosisStat method) (MsdTimeAvgStat method) (PsdStat method) (SpeedStat method) (TurningAngleStat method) (VacfTimeAvgStat method) plot_2d() (in module graphics) plot_3d() (in module graphics) plot_angles_hist() (in module graphics) plot_hist() (in module graphics) plot_hists() (in module graphics) plot_kurtosis() (in module graphics)

plot_msd() (in module graphics) plot_psd() (in module graphics) plot_speed_hist() (in module graphics) plot_vacf() (in module graphics) Point (in module trajectory) preprocess() (TrackingAlgorithm method) preprocessing (ObjectTracker attribute) preview_scale (TrackingScenario attribute) psd (PsdStat property) psd_mean (PsdStat property) psd_std (PsdStat property) PsdStat (class in stats)

R

r (Trajectory attribute) RandomWalkGenerator (class in generators) recalculate_acceleration() (Trajectory method) recalculate_velocity() (Trajectory method) RemapUndistorter (class in tracking.undistorters) resample() (in module transformations)

rng (Generator attribute) roi (CameraTracker attribute) ROI (class in tracking.trackers) roi (ObjectTracker attribute) rotate_2d() (in module transformations) rotate_3d() (in module transformations)

S

save() (CSVSerializer static method) (JSONSerializer static method) (Serializer static method) save_ensemble() (JSONSerializer static method) scale (ROI attribute) Serializer (class in core.serializers)

set_diff_method() (Trajectory method) SpatialFeaturizer (class in core.featurizers) speeds (SpeedStat property) SpeedStat (class in stats) stats module subsample() (in module transformations)

T

T (Generator attribute) t (Trajectory attribute) (Trajectory property) TemplateMatching (class in tracking.algorithms) theta (TurningAngleStat attribute) (TurningAngleStat property) TimeFeaturizer (class in core.featurizers) TimeGlobalFeaturizer (class in core.featurizers) TimeJumpsGlobalFeaturizer (class in core.featurizers) to() (Trajectory method) to_json() (JSONSerializer static method) track() (TrackingScenario method) tracking module tracking.algorithms module

tracking.trackers module tracking.undistorters module TrackingAlgorithm (class in tracking.algorithms) TrackingScenario (class in tracking.trackers) traj_id (Trajectory attribute) trajectory module Trajectory (class in trajectory) TrajectoryPoint (class in trajectory) transformations module turning_angles() (in module stats) TurningAngleChangeRateGlobalFeaturizer (class in core.featurizers) TurningAngleGobalFeaturizer (class in core.featurizers) TurningAngleStat (class in stats)

U

undistort() (ClassicUndistorter method) (RemapUndistorter method) (Undistorter method)

Undistorter (class in tracking.undistorters) undistorter (TrackingScenario attribute) uniformly_spaced (Trajectory property) UniversalFeaturizer (class in core.featurizers)

V

v (Trajectory attribute) (Trajectory property) vacf (VacfStat property) (VacfTimeAvgStat property) vacf_mean (VacfStat property) (VacfTimeAvgStat property) vacf_std (VacfStat property) (VacfTimeAvgStat property)

VacfStat (class in stats) VacfTimeAvgStat (class in stats) vector module Vector (class in vector) VelocityChangeRateFeaturizer (class in core.featurizers) VelocityFeaturizer (class in core.featurizers) VelocityGlobalFeaturizer (class in core.featurizers) VelocityStopRateFeaturizer (class in core.featurizers)

W

width (ROI attribute)

X

x (Vector property)

Y

y (Vector property)

yupi module

Z

z (Vector property)