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orcilano's Projects

3dline-slam icon 3dline-slam

3DLines-SLAM: A Monocular Vision Semi-Dense 3D Reconstruction Based on ORB-SLAM Abstract-Producing high-quality 3D maps and calculating more accurate camera pose has always been the goal of SLAM technology. The requirements of SLAM technology such as real-time, low computational cost, and low hardware cost are contradictory to the above objectives. For the issues listed above, we propose a novel semi-dense reconstruction algorithm based on the monocular ORB-SLAM system by matching the line segment features extracted from keyframes. Specifically, we build upon ORB-SLAM, the system first provides a set of keyframes and their corresponding camera poses and a series of map points in real-time. Then we use our developed a keyframe re-culling algorithm to culling redundant keyframes. Then an improved line segment extraction method is used to extract line segments in each keyframe. Finally, we use purely geometric constraints to generates accurate 3D scene model by matching 2D line segments from different keyframes. We thoroughly evaluate and in-depth analysis of our approach, the results show our system runs steadily and reliably. Not only the whole system has strong robustness, but also it can quickly generate an accurate 3d model online with low computational costs.

arm-vo icon arm-vo

Efficient monocular visual odometry for ground vehicles on ARM processors

ba_pnl icon ba_pnl

Using binocular rig to detect and reconstruct lines and recover camera motion from Bundle Adjustment using Lines plucker coordinates.

cal_pnp icon cal_pnp

C++ implementation of semi-automatic camera calibration based on Perspective-n-Point (PnP)

cslibs_image_align icon cslibs_image_align

This library contains an AVX optimized implementation of the efficient second order minimization and inverse compositional image alignment methods, including two methods for outlier rejection.

cv2cg icon cv2cg

Automatically exported from code.google.com/p/cv2cg

cv2cg-1 icon cv2cg-1

Automatically exported from code.google.com/p/cv2cg

cv2cg-2 icon cv2cg-2

Automatically exported from code.google.com/p/cv2cg

dsdtm icon dsdtm

DSDTM is a semi-direct RGB-D visual odometry for dynamic environment.

dslam_open icon dslam_open

Public code for "Data-Efficient Decentralized Visual SLAM"

dso icon dso

Direct Sparse Odometry

dvo icon dvo

Dense Visual Odometry

easy-ipm-client icon easy-ipm-client

An easy, interface friendly cross-platform client to generate bird's view images using inverse perspective mapping methods proposed in paper "Adaptive Inverse Perspective Mapping for Lane Map Generation with SLAM"

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