Andres Milioto
Andres Milioto
Senior Computer Vision Engineer
Bestätigte E-Mail-Adresse bei scytherobotics.com - Startseite
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Zitiert von
Zitiert von
Jahr
Semantickitti: A dataset for semantic scene understanding of lidar sequences
J Behley, M Garbade, A Milioto, J Quenzel, S Behnke, C Stachniss, J Gall
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
4212019
RangeNet++: Fast and Accurate LiDAR Semantic Segmentation
A Milioto, I Vizzo, J Behley, C Stachniss
IEEE/RSJ Intl. Conf. on Intelligent Robots and Systems (IROS), 2019
2692019
Real-time semantic segmentation of crop and weed for precision agriculture robots leveraging background knowledge in cnns
A Milioto, P Lottes, C Stachniss
Proceedings of the IEEE Int. Conf. on Robotics & Automation (ICRA), 2018
2392018
Fully convolutional networks with sequential information for robust crop and weed detection in precision farming
P Lottes, J Behley, A Milioto, C Stachniss
IEEE Robotics and Automation Letters 3 (4), 2870-2877, 2018
1252018
Suma++: Efficient lidar-based semantic slam
X Chen, A Milioto, E Palazzolo, P Giguere, J Behley, C Stachniss
2019 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2019
1052019
REAL-TIME BLOB-WISE SUGAR BEETS VS WEEDS CLASSIFICATION FOR MONITORING FIELDS USING CONVOLUTIONAL NEURAL NETWORKS.
A Milioto, P Lottes, C Stachniss
ISPRS Annals of Photogrammetry, Remote Sensing & Spatial Information Sciences 4, 2017
992017
OverlapNet: Loop closing for LiDAR-based SLAM
X Chen, T Läbe, A Milioto, T Röhling, O Vysotska, A Haag, J Behley, ...
arXiv preprint arXiv:2105.11344, 2021
802021
Bonnet: An Open-Source Training and Deployment Framework for Semantic Segmentation in Robotics using CNNs
A Milioto, C Stachniss
IEEE Int. Conf. on Robotics & Automation (ICRA), 2019, 2019
612019
Joint stem detection and crop-weed classification for plant-specific treatment in precision farming
P Lottes, J Behley, N Chebrolu, A Milioto, C Stachniss
2018 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2018
402018
Ocean eddy identification and tracking using neural networks
K Franz, R Roscher, A Milioto, S Wenzel, J Kusche
IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018
382018
Robust joint stem detection and crop‐weed classification using image sequences for plant‐specific treatment in precision farming
P Lottes, J Behley, N Chebrolu, A Milioto, C Stachniss
Journal of Field Robotics, 2019
292019
Detection of single grapevine berries in images using fully convolutional neural networks
L Zabawa, A Kicherer, L Klingbeil, A Milioto, R Topfer, H Kuhlmann, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
242019
A benchmark for LiDAR-based panoptic segmentation based on KITTI
J Behley, A Milioto, C Stachniss
2021 IEEE International Conference on Robotics and Automation (ICRA), 13596 …, 2021
212021
Lidar panoptic segmentation for autonomous driving
A Milioto, J Behley, C McCool, C Stachniss
2020 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2020
202020
Building an Aerial–Ground Robotics System for Precision Farming: An Adaptable Solution
A Pretto, S Aravecchia, W Burgard, N Chebrolu, C Dornhege, T Falck, ...
IEEE Robotics & Automation Magazine 28 (3), 29-49, 2020
192020
Towards 3D LiDAR-based semantic scene understanding of 3D point cloud sequences: The SemanticKITTI Dataset
J Behley, M Garbade, A Milioto, J Quenzel, S Behnke, J Gall, C Stachniss
The International Journal of Robotics Research, 02783649211006735, 2021
102021
Domain transfer for semantic segmentation of LiDAR data using deep neural networks
F Langer, A Milioto, A Haag, J Behley, C Stachniss
2020 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2020
82020
Deep Compression for Dense Point Cloud Maps
L Wiesmann, A Milioto, X Chen, C Stachniss, J Behley
IEEE Robotics and Automation Letters 6 (2), 2060-2067, 2021
62021
Fast Instance and Semantic Segmentation Exploiting Local Connectivity, Metric Learning, and One-Shot Detection for Robotics
A Milioto, L Mandtler, C Stachniss
International Conference on Robotics and Automation 2019 (ICRA), 2019
62019
Joint Plant Instance Detection and Leaf Count Estimation for In-Field Plant Phenotyping
J Weyler, A Milioto, T Falck, J Behley, C Stachniss
IEEE Robotics and Automation Letters 6 (2), 3599-3606, 2021
52021
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