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slamlist's Introduction

持续更新修改中

2016.12.19

SlamList

=========================================== ##Contents

Tutorials-SLAM

SLAM Tutorial & survey

ICRA 2016 Aerial Robotics - (Visual odometry) D. Scaramuzza

Simultaneous Localization And Mapping: Present, Future, and the Robust-Perception Age. C. Cadena, L. Carlone, H. Carrillo, Y. Latif, D. Scaramuzza, J. Neira, I. D. Reid, J. J. Leonard. "The paper summarizes the outcome of the workshop “The Problem of Mobile Sensors: Setting future goals and indicators of progress for SLAM” held during the Robotics: Science and System (RSS) conference (Rome, July 2015)."

Visual Odometry: Part I - The First 30 Years and Fundamentals, D. Scaramuzza and F. Fraundorfer, IEEE Robotics and Automation Magazine, Volume 18, issue 4, 2011

Visual Odometry: Part II - Matching, robustness, optimization, and applications, F. Fraundorfer and D. Scaramuzza, IEEE Robotics and Automation Magazine, Volume 19, issue 2, 2012

Computer vision books

Computer Vision: Algorithms and Applications. R. Szeliski. 2010.

Video

视觉SLAM十四讲 视觉SLAM十四讲:https://github.com/gaoxiang12

#Papers-SLAM

SLAM/VO

Visual odometry (image based only)

Real-time simultaneous localisation and mapping with a single camera. A. J. Davison. ICCV 2003.

Visual odometry. D. Nister, O. Naroditsky, and J. Bergen. CVPR 2004.

Real time localization and 3d reconstruction. E. Mouragnon, M. Lhuillier, M. Dhome, F. Dekeyser, and P. Sayd. CVPR 2006.

Parallel Tracking and Mapping for Small AR Workspaces. G. Klein, D. Murray. ISMAR 2007.

Real-Time 6-DOF Monocular Visual SLAM in a Large-scale Environments. H. Lim, J. Lim, H. Jin Kim. ICRA 2014.

OpenSource-SLAM

Project Sensor Link Other Language License
MonSLAM 单目 https://github.com/hanmekim/SceneLib2
PTAM 单目 https://www.robots.ox.ac.uk/~gk/PTAM
ORB-SLAM 单目为主 http://webdiis.unizar.es/~raulmur/orbslam C++ GPLv3
LSD-SLAM 单目为主 http://vision.in.tum.de/research/vslam/lsdslam C++/ROS GNU General Public License
SVO 单目 https://github.com/uzh-rpg/rpg_svo C++/ROS GNU General Public License
DTAM RGB-D https://github.com/anuranbaka/OpenDTAM
DVO RGB-D https://github.com/tum-vision/dvo_slam
DSO 单目 https://github.com/JakobEngel/dso
RTAB-MAP 双目/RGB-D https://github.com/introlab/rtabmap
RGBD-SLAM-V2 RGB-D https://github.com/felixendres/rgbdslam_v2
Elastic Fusion RGB-D https://github.com/mp3guy/ElasticFusion
Hector SLAM 激光 https://wiki.ros.org/hector_slam
GMapping 激光 https://wiki.ros.org/gmapping
OKVIS 多目+IMU https://github.com/ethz-asl/okvis
ROVIO 多目+IMU https://github.com/ethz-asl/rovio
COSLAM http://drone.sjtu.edu.cn/dpzou/project/coslam.php C++ GNU General Public License
DTSLAM https://github.com/plumonito/dtslam C++ modified BSD
REBVO https://github.com/JuanTarrio/rebvo C++ GNU General Public License

OpenSource minimization

Project Language License
CERES SOLVER C++ BSD License
GTSAM C++ BSD License
G2O C++ BSD License + L/GPL3 restriction
NLOPT C++ LGPL

更新中

1.泡泡机器人SLAM 微信公众号:paopaorobot_slam

2.高翔博士:https://github.com/gaoxiang12

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