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Luigi Freda

Robotics & Computer Vision Engineer, PhD

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visual localization

Computer Vision Deep Learning Machine Learning Math News Perception Posts Robotics 

My new pySLAM v2 is out!

7 May 20209 May 2020 luigi 2 Comments 3D reconstruction, augmented reality, CNN, computer vision, deep-learning, features, image processig, machine-learning, mapping, NN, open source, perception, SLAM, visual localization

I am excited to release pySLAM v2. The new version allows you to play with SLAM techniques, visual-odometry, keyframes, bundle-adjustment,

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Mixed Reality News Posts Sensors VR 

PLVS for Circus Maximus Mixed-Reality Experience

25 May 201912 November 2019 luigi 0 Comments 3D reconstruction, augmented reality, computer vision, image processig, mapping, open source, sensors, visual localization, VR

If you are visiting Rome, now you can go to the Circus Maximus and enjoy a great Mixed-Reality experience. An

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PLVS: An Open-Source RGB-D and Stereo SLAM for volumetric reconstruction and 3D incremental segmentation 

I am working hard during my free time and having fun with PLVS to finalize the outcoming paper: PLVS: An

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Computer Vision Machine Learning Perception Posts 

CNN-SLAM: Real-time dense monocular SLAM with learned depth prediction

8 April 201721 November 2017 luigi 0 Comments 3D reconstruction, computer vision, deep-learning, machine-learning, mapping, perception, SLAM, visual localization

In this page, the Authors K. Tateno, F. Tombari, I. Laina and N. Navab present the following paper in which CNNs are used

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Computer Vision Perception Posts Sensors 

RGBDTAM: A Cost-Effective and Accurate RGB-D Tracking and Mapping System

29 March 201729 March 2017 luigi 0 Comments 3D reconstruction, computer vision, image processig, open source, SLAM, visual localization

In this post, Alejo Concha Belenguer presents his new work RGBDTAM. This is a direct SLAM pipeline that runs in real-time and

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Business Computer Vision Mixed Reality Perception Posts Sensors 

Microsoft HoloLens brings New Vision to Elevator Maintenance of Thyssenkrupp

28 September 2016 luigi 0 Comments augmented reality, business, computer vision, perception, sensors, SLAM, visual localization

Using Microsoft HoloLens, 24,000+ service technicians of Thyssenkrupp will be able to visualize and identify problems with elevators ahead of

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Computer Vision Machine Learning Mixed Reality Perception Posts Robotics 

ElasticFusion – Real-time Light Source Detection

22 August 201622 August 2016 luigi 0 Comments 3D reconstruction, augmented reality, machine-learning, mapping, open source, place recognition, robotics, SLAM, visual localization

A new journal paper about ElasticFusion has come out from Davison’s group. New exciting results on 3D light source mapping are presented.

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Computer Vision Perception Posts Robotics Sensors 

Direct Sparse Odometry

5 August 2016 luigi 0 Comments 3D reconstruction, computer vision, image processig, SLAM, visual localization

A new exciting work from the Computer Vision Group of TUM. “DSO is a novel direct and sparse formulation for

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Computer Vision Perception Posts Robotics Sensors 

Event Camera SLAM

28 June 201628 June 2016 luigi 0 Comments computer vision, image processig, perception, robotics, sensors, visual localization

The slamcore start-up is pioneering breaktrough new algorithms for accurate and robust real-time event camera motion tracking and scene reconstruction

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Computer Vision Perception Posts Robotics Sensors 

High-Performance and Tunable Stereo Reconstruction

8 June 20168 June 2016 luigi 0 Comments 3D reconstruction, computer vision, mapping, perception, sensors, SLAM, visual localization

In this work, Researchers of MIT present an high-performance and tunable stereo disparity estimation method. It succeeds to reach a

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Computer Vision Posts Robotics Sensors 

Active Volumetric 3D Reconstruction

28 May 2016 luigi 0 Comments 3D reconstruction, computer vision, open source, sensor-based motion planning, sensors, SLAM, visual localization

A new open-source library has been released by the Robotics and Perception Group of Davide Scaramuzza. Technical details of the

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Business Computer Vision Posts Sensors 

Google New Plan: Map the Interior World in 3-D

16 May 201616 May 2016 luigi 0 Comments 3D reconstruction, computer vision, mapping, place recognition, sensors, SLAM, visual localization

Everyone knows about Google Map and use it. But now the internet giant has a bigger target: it wants to digitally map

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Computer Vision Posts Robotics Sensors 

Best Optics for Visual Odometry

13 May 201614 May 2016 luigi 0 Comments computer vision, sensors, SLAM, visual localization

In their latest work “Benefit of Large Field of View Cameras for Visual Odometry“, Davide Scaramuzza et al. analyse which optics is

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Computer Vision Posts Robotics Sensors 

OKVIS: Open Keyframe-based Visual Inertial SLAM

23 April 201625 August 2016 luigi 0 Comments computer vision, inertial, open source, sensors, SLAM, visual localization
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Computer Vision Posts Robotics 

Stereo ORB-SLAM2 in the EuRoC MAV Dataset

23 April 201625 August 2016 luigi 0 Comments 3D reconstruction, computer vision, dataset, features, mapping, open source, place recognition, SLAM, visual localization
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News About Me

  • My new pySLAM v2 is out!
  • Member of the Program Committee of SAC 2020-IRMAS Track
  • PLVS for Circus Maximus Mixed-Reality Experience
  • Visual Perception and Spatial Computing
  • 3dpatrolling – 3D Multi-Robot Patrolling with a Two-Level Coordination Strategy 

Blog

  • My new pySLAM v2 is out!
  • ROSIntegration for Unreal Engine 4.23
  • PLVS for Circus Maximus Mixed-Reality Experience
  • Visual Perception and Spatial Computing
  • 3dpatrolling – 3D Multi-Robot Patrolling with a Two-Level Coordination Strategy 

Tags

2D to 3D 3D reconstruction augmented reality business CNN computer vision data analysis dataset deep-learning disaster robotics drones energy features gps image processig inertial lidar machine-learning mapping math multi-robot NN open source perception place recognition robotics self-driving car sensor-based motion planning sensors SLAM TRADR UGVs USAR visual localization visual servoing VR

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