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Luigi Freda

Robotics & Computer Vision Engineer, PhD

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Links

• Dalù Decò website edera40x40

• Lug Sapienza website  

 

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
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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Retweet on Twitter Luigi Freda Retweeted
almorgand Alexandre Morgand @almorgand ·
3 Apr

How NeRFs and 3D Gaussian Splatting are Reshaping SLAM: a Survey

TL;DR: from hand-crafted methods, through the era of deep learning, to more recent developments focused on Neural Radiance Fields (NeRFs) and 3D Gaussian Splatting (3DGS) representations

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