@Namespace(value="cv") @Properties(inherit=opencv_tracking.class) public class TrackerGOTURN extends Tracker
GOTURN (\cite GOTURN) is kind of trackers based on Convolutional Neural Networks (CNN). While taking all advantages of CNN trackers,
GOTURN is much faster due to offline training without online fine-tuning nature.
GOTURN tracker addresses the problem of single target tracking: given a bounding box label of an object in the first frame of the video,
we track that object through the rest of the video. NOTE: Current method of GOTURN does not handle occlusions; however, it is fairly
robust to viewpoint changes, lighting changes, and deformations.
Inputs of GOTURN are two RGB patches representing Target and Search patches resized to 227x227.
Outputs of GOTURN are predicted bounding box coordinates, relative to Search patch coordinate system, in format X1,Y1,X2,Y2.
Original paper is here:
| Modifier and Type | Class and Description |
|---|---|
static class |
TrackerGOTURN.Params |
Pointer.CustomDeallocator, Pointer.Deallocator, Pointer.NativeDeallocator, Pointer.ReferenceCounter| Constructor and Description |
|---|
TrackerGOTURN(Pointer p)
Pointer cast constructor.
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| Modifier and Type | Method and Description |
|---|---|
static TrackerGOTURN |
create() |
static TrackerGOTURN |
create(TrackerGOTURN.Params parameters)
\brief Constructor
|
init, init, init, read, update, update, update, writeclear, empty, getDefaultName, position, save, save, write, writeaddress, asBuffer, asByteBuffer, availablePhysicalBytes, calloc, capacity, capacity, close, deallocate, deallocate, deallocateReferences, deallocator, deallocator, equals, fill, formatBytes, free, hashCode, isNull, isNull, limit, limit, malloc, maxBytes, maxPhysicalBytes, memchr, memcmp, memcpy, memmove, memset, offsetof, parseBytes, physicalBytes, position, put, realloc, referenceCount, releaseReference, retainReference, setNull, sizeof, toString, totalBytes, totalPhysicalBytes, withDeallocator, zeropublic TrackerGOTURN(Pointer p)
Pointer.Pointer(Pointer).@opencv_core.Ptr public static TrackerGOTURN create(@Const @ByRef TrackerGOTURN.Params parameters)
parameters - GOTURN parameters TrackerGOTURN::Params@opencv_core.Ptr public static TrackerGOTURN create()
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