Philipp Lottes

Philipp Lottes

Rheinische Friedrich Wilhelms Universität Bonn - Bonn / Germany
Engineering & Technology / Computer Science
AD Scientific Index ID: 1763807
University of Bonn
person_outline Philipp Lottes's MOST POPULAR ARTICLES
1-) Real-time semantic segmentation of crop and weed for precision agriculture robots leveraging background knowledge in CNNsA Milioto, P Lottes, C Stachniss2018 IEEE international conference on robotics and automation (ICRA), 2229-2235, 20183562018
2-) UAV-based crop and weed classification for smart farmingP Lottes, R Khanna, J Pfeifer, R Siegwart, C Stachniss2017 IEEE international conference on robotics and automation (ICRA), 3024-3031, 20173462017
3-) Agricultural robot dataset for plant classification, localization and mapping on sugar beet fieldsN Chebrolu, P Lottes, A Schaefer, W Winterhalter, W Burgard, C StachnissThe International Journal of Robotics Research 36 (10), 1045-1052, 20172242017
4-) Fully convolutional networks with sequential information for robust crop and weed detection in precision farmingP Lottes, J Behley, A Milioto, C StachnissIEEE Robotics and Automation Letters 3 (4), 2870-2877, 20182922018
5-) WeedMap: A large-scale semantic weed mapping framework using aerial multispectral imaging and deep neural network for precision farmingI Sa, M Popović, R Khanna, Z Chen, P Lottes, F Liebisch, J Nieto, ...Remote Sensing 10 (9), 1423, 20182742018