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oym1994's Projects

protobuf icon protobuf

Protocol Buffers - Google's data interchange format

putslam icon putslam

RGBD-based Simultaneous Localization and Mapping

refusion icon refusion

ReFusion: 3D Reconstruction in Dynamic Environments for RGB-D Cameras Exploiting Residuals

se2clam icon se2clam

SE(2)-Constrained Localization and Mapping by Fusing Odometry and Vision (IEEE Transactions on Cybernetics 2019)

se2lam icon se2lam

Visual-Odometric On-SE(2) Localization and Mapping (ICRA 2019)

sfnd_2d_feature_tracking icon sfnd_2d_feature_tracking

Keypoints Detector(HARRIS, FAST, BRISK, ORB, AKAZE, and SIFT), Patch Descriptor(BRIEF, ORB, FREAK, AKAZE and SIFT),and Matching(BFmatching, FLANN matching)).

slslam icon slslam

Building a 3D Line-based Map Using a Stereo SLAM

superpoint icon superpoint

Efficient neural feature detector and descriptor

tensorflow icon tensorflow

An Open Source Machine Learning Framework for Everyone

tensorflow-fcn icon tensorflow-fcn

An Implementation of Fully Convolutional Networks in Tensorflow.

tracking_sdf icon tracking_sdf

Implementation of "Real-Time Camera Tracking and 3D Reconstruction Using Signed Distance Functions" by Bylow et al.

udacity-nanodegrees icon udacity-nanodegrees

:mortar_board: List of Udacity Nanodegree programs with links to the free courses in their curricula

vo-slam-review icon vo-slam-review

SLAM is mainly divided into two parts: the front end and the back end. The front end is the visual odometer (VO), which roughly estimates the motion of the camera based on the information of adjacent images and provides a good initial value for the back end.The implementation methods of VO can be divided into two categories according to whether features are extracted or not: feature point-based methods, and direct methods without feature points. VO based on feature points is stable and insensitive to illumination and dynamic objects

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