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KD's Projects

objectposeestimation icon objectposeestimation

Estimates the position and orientation of an object represented as a 3D point cloud using superquadrics. This is the implementation of the algorithm detailed in the ICRA 2013 submission by K. Duncan et al. entitled "Multi-scale Superquadric Fitting for Efficient Shape and Pose Recovery of Unknown Objects."

rehearsal icon rehearsal

Test implementations of common data structures and algorithms for personal use

rgbddataset icon rgbddataset

Dataset of 660 point clouds of 11 object categories. There 110 object instances and 6 views per object.

rgbdobjectclassification icon rgbdobjectclassification

Object classification using a combination of Support Vector Machines (SVM), Fast Point Feature Histograms (FPFH), Scale Invariant Feature Transform (SIFT), Histograms of Oriented Gradients (HOG), and Bags of Words (BOW).

spdlog icon spdlog

Super fast C++ logging library.

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