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nonlinear1's Projects

planematch icon planematch

[ECCV'18 Oral] PlaneMatch: Patch Coplanarity Prediction for Robust RGB-D Reconstruction

pml-book icon pml-book

"Probabilistic Machine Learning" - a book series by Kevin Murphy

png_to_klg icon png_to_klg

klg format convertor for ElasticFusion (ICL-NUM file)

point_cloud_io icon point_cloud_io

ROS nodes to read and write point clouds from and to files (e.g. ply, vtk).

pointnet2 icon pointnet2

PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

pointnetvlad icon pointnetvlad

PointNetVLAD: Deep Point Cloud Based Retrieval for Large-Scale Place Recognition, CVPR 2018

popsift icon popsift

PopSift is an implementation of the SIFT algorithm in CUDA.

procamcalib icon procamcalib

A User-Friendly Method to Calibrate Cameras and Projector-Camera Systems

ps3eye-binocular-slam icon ps3eye-binocular-slam

Step 1) Mount two PS3 Eye cameras on a rigid board. Step 2) Slowly wave board around room. Step 3) ??? Step 4) Look at shiny new photo-textured 3D model of room. This project is primarily concerned with the SLAM and dense point clouds of Step 3, but will additionally include notes from steps 1, 2, and 4.

ptam-gpl icon ptam-gpl

PTAM (Parallel Tracking and Mapping) re-released under GPLv3.

ptam_cg icon ptam_cg

Modified version of the monocular SLAM framework PTAM

puma icon puma

Poisson Surface Reconstruction for LiDAR Odometry and Mapping

pylmi-sdp icon pylmi-sdp

Symbolic linear matrix inequalities (LMI) and semi-definite programming (SDP) tools for Python

pymcubes icon pymcubes

Marching cubes (and related tools) for Python

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