What if robots could better understand the world around them in 360°?🤖

ShieldBot presented a poster at the 28th International Conference on Pattern Recognition held in Lyon🇫🇷

Discover all the details: shieldbot.eu/shieldbot-at...
@dfki.bsky.social @rptu.bsky.social
#3Dperception #Robotics #ICPR2026

Fine-tuning pre-trained 3D models for #LiDAR = strategy, not tweak. From domain data curation to expert QA, see how iMerit + Ango Hub drive high-performance tuning across urban, off-road & industrial AI: imerit.net/resources/bl...

#3DPerception #MultiSensorFusion #ModelFineTuning

MAESTRO improves multi‑task 3D perception, achieving detection AP and sharper BEV segmentation on nuScenes and Occ3D while keeping compute cost low. Read more: https://getnews.me/maestro-boosts-multi-task-3d-perception-for-detection-and-mapping/ #maestro #3dperception #nuscenes

An interpolation‑free tri‑plane lifting model delivers real‑time 3‑D perception on low‑power robots with accuracy matching dense ConvNets. It runs on an NVIDIA Jetson Orin Nano. https://getnews.me/interpolation-free-tri-plane-lifting-improves-embedded-3d-perception/ #3dperception #jetsonorinnano