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Render-Based Tracking #1467
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Render-Based Tracking #1467
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Codecov ReportAttention: Patch coverage is
Additional details and impacted files@@ Coverage Diff @@
## master #1467 +/- ##
==========================================
- Coverage 53.85% 53.82% -0.03%
==========================================
Files 441 441
Lines 53870 53859 -11
==========================================
- Hits 29013 28991 -22
- Misses 24857 24868 +11 ☔ View full report in Codecov by Sentry. |
… to remove warning about classes not being trivially copyable with memcpy
…tter integrating mask in klt tracker
…field 'maxDepthDisplay'
…as virtual functions but non-virtual destructor
…is not marked 'override'
…eatureTrackerFactory, vpRBKltTracker, vpRBSilhouetteCCDTracker, vpRBSilhouetteMeTracker' that has virtual functions but non-virtual destructor
… some issues when trying to store Python lambdas
…on no more needed
- introduce a default constructor - update class main doc
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This PR introduces a new ViSP submodule
rbt
(for Render-Based Tracker) derived from Antoine Petit's work.The submodule is split into multiple parts:
vpRBTracker
is the high level class that is used to track an object. It takes care of rendering and leverages other classes to extract features. It takes care of error minimization through a Gauss-Newton / Levenberg-marquardt algorithm.vpRBFeatureTracker
and it subclasses are used to track different types of features. This is where the majority of the "important" code resides.vpObjectMask
and its children are used to estimate a pixel-wise segmentation of the object. This segmentation can be used to filter out features in vpRBFeatureTracker subclasses.vpRBDriftDetection
is a base class for methods that can output score to estimate whether tracking has failed.The PR also includes 3D rendering utilities to extract the object silhouette.
Some things that remain to be done:
Features:
vpMbTracker
and simplified. This simplification could probably be backported into the MB tracker.vpColorHistogram
can probably be migrated into the core module.Code quality:
m_
. To be done invpRBSilhouetteControlPoint.h
and checked everywhereconst vpCameraParameters *cam;
invpRBSilhouetteControlPoint.h
Build issues
Documentation
Tests
Python interface and example
Tutorials
dragon.obj
intutorial-rbt-sequence
tutorial-rbt-sequence.cpp
set default--color
option to the sequence path