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ObjectTrackingData

ObjectTrackingData []

is an object representing a list of tracked bounding boxes or other objects.

Details

  • ObjectTrackingData contains information about objects that are tracked over time. Tracked objects are also known as tracklets.
  • ObjectTrackingData is returned from VideoObjectTracking and other functions.
  • For a tracked object tracked, tracked[elem] gives objects and their properties.
  • Possible values for elements elem are:
  • label corresponding to a specific label
    prop property prop for given tracklets
    label->prop properties for the given label
  • A list of available labels label can be obtained using tracked["Labels"].
  • Global properties include:
  • "Labels" list of tracked labels
    "Length" number of times, frames or steps
    "TimedQ" returns True if times are present
    "Times" times for each frame, if present
    "Type" type of tracked objects
  • Possible types are "BoundingBoxes", "Points" and "LabelMatrices".
  • Time-related properties, given as a time series for each label:
  • "FirstFrame" first frame in which a label appears
    "FirstTime" first time in which a label is present
    "LastTime" last time in which a label is present
    "TimeInterval" first and last time in which a label is present
  • Properties for "BoundingBoxes" type objects include:
  • "BoundingBox" bounding boxes as Rectangle [{xmin,ymin},{xmax,ymax}] (main)
    "Dimension" dimensions given as {width,height}
    "Position" center of the bounding box given as {x,y}
    "MaxDimension" max dimension for each label given as {maxWidth,maxHeight}
    "SubVideo" video of the tracked bounding boxes for each label
  • Properties for an object of the "Points" type include:
  • "Point" points for for each time given as Point [{x,y}] (main)
    "Position" positions for each time given as {x,y}
  • Properties for an object of the "LabelMatrices" type include:
  • "Matrix" tracked label matrices (main)
    "ColorizedImage" colorized version of the label matrices
  • For timed ObjectTrackingData , the type-specific properties are returned as TimeSeries .
  • With no times present, time-related properties are equivalent to indices. Other type-specific properties are returned as lists.
  • The following operations on ObjectTrackingData are supported:
  • Normal [tracked] the main property for each type with times if available
    Dataset [tracked] a dataset of the main property for each type with times if available
    Tabular [tracked] a tabular of the main property for each type with times if available
    TimeSeries [tracked] a time series of the main property for each type if available
    EventSeries [tracked] an event series of the main property for each type if available

Examples

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Basic Examples  (1)

Detect and track objects in a video:

First time when each label shows:

Highlight tracked objects on the video:

Scope  (8)

Extract the labels of an ObjectTrackingData object:

Extract the position of the tracked objects:

Select only 2 tracks within an ObjectTrackingData object:

Extract multiple properties at the same time:

Extract properties for a specific object:

Extract properties for multiple objects:

Construct a Tabular object from ObjectTrackingData :

Construct a Dataset from ObjectTrackingData :

Construct a TimeSeries from ObjectTrackingData :

Extract all the data from ObjectTrackingData :

See Also

VideoObjectTracking   ImageBoundingBoxes   ImagePosition   HighlightVideo   ImageDisplacements   ImageFeatureTrack

History

Introduced in 2025 (14.2)

Wolfram Research (2025), ObjectTrackingData, Wolfram Language function, https://reference.wolfram.com/language/ref/ObjectTrackingData.html.

Text

Wolfram Research (2025), ObjectTrackingData, Wolfram Language function, https://reference.wolfram.com/language/ref/ObjectTrackingData.html.

CMS

Wolfram Language. 2025. "ObjectTrackingData." Wolfram Language & System Documentation Center. Wolfram Research. https://reference.wolfram.com/language/ref/ObjectTrackingData.html.

APA

Wolfram Language. (2025). ObjectTrackingData. Wolfram Language & System Documentation Center. Retrieved from https://reference.wolfram.com/language/ref/ObjectTrackingData.html

BibTeX

@misc{reference.wolfram_2025_objecttrackingdata, author="Wolfram Research", title="{ObjectTrackingData}", year="2025", howpublished="\url{https://reference.wolfram.com/language/ref/ObjectTrackingData.html}", note=[Accessed: 23-April-2025 ]}

BibLaTeX

@online{reference.wolfram_2025_objecttrackingdata, organization={Wolfram Research}, title={ObjectTrackingData}, year={2025}, url={https://reference.wolfram.com/language/ref/ObjectTrackingData.html}, note=[Accessed: 23-April-2025 ]}

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