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Luigi Freda

Robotics & Computer Vision Engineer, PhD

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Computer VisionPostsRobotics

Stereo ORB-SLAM2 in the EuRoC MAV Dataset

23 April 2016 luigi


  • Movidius is now powering DJI’s autonomous drone
  • OKVIS: Open Keyframe-based Visual Inertial SLAM

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@ Inglobe Technologies

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

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

9 September 2018 luigi

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News About Me

  • RSS 2025 Workshop: Unifying Visual SLAM – From Fragmented Datasets to Scalable, Real-World Solutions
  • A new release of pySLAM is here. Loop-closing, volumetric integration, depth prediction and more improvements.
  • pyslam v2.1 is available
  • PLVS code released
  • slamplay is ready!

Blog

  • The next computer? Your glasses
  • A new release of pySLAM is here. Loop-closing, volumetric integration, depth prediction and more improvements.
  • PLVS code released
  • slamplay is ready!
  • 3DMR – 3D Multi-Robot Exploration with a Two-Level Coordination Strategy and Prioritization

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

Tweets

Retweet on Twitter Luigi Freda Retweeted
jonstephens85 Jonathan Stephens @jonstephens85 ·
4 Jun

Triangle splatting. This is no joke!!! Metrics at 30k iters
SSIM- 0.9477584958076477
PSNR - 32.29475784301758
LPIPS - 0.06017586588859558

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Retweet on Twitter Luigi Freda Retweeted
zhenjun_zhao Zhenjun Zhao @zhenjun_zhao ·
30 Apr

Large-scale visual SLAM for in-the-wild videos

Shuo Sun, @SattlerTorsten, Malcolm Mielle, Achim J. Lilienthal, Martin Magnusson

tl;dr: PVO->base; RAFT+GLOMAP->initialization; Mask2Former->dynamic objects; Metric3D->BA; SIM(3) PGO->loop closure

https://arxiv.org/abs/2504.20496

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