diff --git a/README.md b/README.md index 12a4f02092e5d4b4d5a2dde98acc78bd7ce1de03..fa5e70fa7c2c8b5503e690637d197dd44cc8a6c0 100644 --- a/README.md +++ b/README.md @@ -9,10 +9,22 @@ CSDN:https://blog.csdn.net/u011344545 ======================================================================= +# 1、Visual Odometry or VSLAM + +# 2、Visual Inertial Odometry or VIO-SLAM + +# 3、Based CNN(Net VO or Net VSLAM) + +# 4、Lidar Visual odometry or Lidar SLAM + + + ## OF-VO:Robust and Efficient Stereo Visual Odometry Using Points and Feature Optical Flow Code:https://github.com/MichaelBeechan/MyStereoLibviso2 + + ## SLAMBook Paper:14 Lectures on Visual SLAM: From Theory to Practice, @@ -25,6 +37,8 @@ Code:https://github.com/gaoxiang12/slambook Paper:http://rpg.ifi.uzh.ch/docs/ICRA14_Forster.pdf +Video: http://youtu.be/2YnIMfw6bJY + Code:https://github.com/uzh-rpg/rpg_svo @@ -82,6 +96,50 @@ https://vision.in.tum.de/research/vslam/lsdslam Code:https://github.com/tum-vision/lsd_slam + +## RGBD-Odometry (Visual Odometry based RGB-D images) + +## Real-Time Visual Odometry from Dense RGB-D Images + +Code:https://github.com/tzutalin/OpenCV-RgbdOdometry + +Paper:http://www.computer.org/csdl/proceedings/iccvw/2011/0063/00/06130321.pdf + + + + +## DVO:Robust Odometry Estimation for RGB-D Cameras + +Code:https://github.com/tum-vision/dvo + +https://vision.in.tum.de/data/software/dvo + +Paper:https://www.researchgate.net/publication/221430091_Real-time_visual_odometry_from_dense_RGB-D_images + + + +## Dense Visual Odometry and SLAM (dvo_slam) + +Code:https://github.com/tum-vision/dvo_slam + +https://vision.in.tum.de/data/software/dvo + +Paper:https://www.researchgate.net/publication/261353146_Dense_visual_SLAM_for_RGB-D_cameras + + + +## REVO:Robust Edge-based Visual Odometry + +## Combining Edge Images and Depth Maps for Robust Visual Odometry + +## Robust Edge-based Visual Odometry using Machine-Learned Edges + +Code:https://github.com/fabianschenk/REVO + +Paper:https://graz.pure.elsevier.com/ + + + ## PaoPaoRobot Code:https://github.com/PaoPaoRobot @@ -134,6 +192,22 @@ Code:https://github.com/mp3guy/ElasticFusion +## Co-Fusion:Real-time Segmentation, Tracking and Fusion of Multiple Objects + +Paper:http://visual.cs.ucl.ac.uk/pubs/cofusion/index.html + + + + +## R-VIO:Robocentric Visual-Inertial Odometry + +Code:https://github.com/rpng/R-VIO + +Paper:https://arxiv.org/abs/1805.04031 + + + + ## MSCKF_VIO:Robust Stereo Visual Inertial Odometry for Fast Autonomous Flight Paper:https://arxiv.org/abs/1712.00036 @@ -196,14 +270,6 @@ Code:https://github.com/HKUST-Aerial-Robotics/VINS-Mobile -## VINet: Visual-Inertial Odometry as a Sequence-to-Sequence Learning Problem - -Paper:https://arxiv.org/abs/1701.08376 - -Code:https://github.com/HTLife/VINet - - - # Computer Vision Group TUM Department of Informatics Technical University of Munich ## DSO: Direct Sparse Odometry @@ -252,3 +318,71 @@ https://ieeexplore.ieee.org/document/5423178 https://www.mdpi.com/2218-6581/7/3/45 + + +## VINet: Visual-Inertial Odometry as a Sequence-to-Sequence Learning Problem + +Paper:https://arxiv.org/abs/1701.08376 + +Code:https://github.com/HTLife/VINet + + + +## DeepVO: Towards End-to-End Visual Odometry with Deep Recurrent Convolutional Neural Networks + +Code:https://github.com/ildoonet/deepvo + +https://github.com/sladebot/deepvo + +https://github.com/themightyoarfish/deepVO + +https://github.com/fshamshirdar/DeepVO (pytorch) + +Paper:http://www.cs.ox.ac.uk/files/9026/DeepVO.pdf + + + +## UnDeepVO - Implementation of Monocular Visual Odometry through Unsupervised Deep Learning + +Code:https://github.com/drmaj/UnDeepVO + +Paper:UnDeepVO - Implementation of Monocular Visual Odometry through Unsupervised Deep Learning + + + +## (ESP-VO) End-to-End, Sequence-to-Sequence Probabilistic Visual Odometry through Deep Neural Networks + +## https://www.seas.upenn.edu/~meam620/slides/kinematicsI.pdf + + + +# Lidar Visual odometry + +## Lidar-Monocular Visual Odometry + +Code:https://github.com/johannes-graeter/limo + +Paper:https://arxiv.org/pdf/1807.07524.pdf + + + + +## cartographer + +Code:https://github.com/googlecartographer/cartographer + +Paper:https://google-cartographer.readthedocs.io/en/latest/ + + + + + + + + + + + + + +