Christoph Römer

发表

Sequential support vector machine classification for small-grain weed species discrimination with special regard to Cirsium arvense and Galium aparine

L. Plümer, R. Gerhards, Till Rumpf, 2012 .

Electronic detection of lameness in dairy cows through measuring pedometric activity and lying behavior

L. Plümer, M. Alsaaod, W. Büscher, 2012 .

Robust fitting of fluorescence spectra for pre-symptomatic wheat leaf rust detection with Support Vector Machines

L. Plümer, Till Rumpf, G. Noga, 2011 .

Optimalwavelengths for an early identification of Cercospora beticola with Support Vector Machines based on hyperspectral reflection data

Lutz Plümer, Anne-Katrin Mahlein, Till Rumpf, 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

Simplex Distributions for Embedding Data Matrices over Time

Christian Bauckhage, Kristian Kersting, Lutz Plümer, 2012, SDM.

Identi cation of Relevant Patterns in Spectral Signatures

S. Wrobel, U. Rascher, Christoph Römer, 2015 .

“Deep Phenotyping” of Early Plant Response to Abiotic Stress Using Non-invasive Approaches in Barley

Christian Bauckhage, Kristian Kersting, Lutz Plümer, 2013 .

A review of advanced machine learning methods for the detection of biotic stress in precision crop protection

Lutz Plümer, Anne-Katrin Mahlein, Jan Behmann, 2014, Precision Agriculture.

A review of advanced machine learning methods for the detection of biotic stress in precision crop protection

L. Plümer, Anne-Katrin Mahlein, Till Rumpf, 2015, Precision Agriculture.

Automatic classification of building types in 3D city models

Lutz Plümer, Gerhard Gröger, André Henn, 2012, GeoInformatica.

Latent Dirichlet Allocation Uncovers Spectral Characteristics of Drought Stressed Plants

Christian Bauckhage, Kristian Kersting, Francisco Pinto, 2012, UAI.

Pre-Symptomatic Prediction of Plant Drought Stress Using Dirichlet-Aggregation Regression on Hyperspectral Images

Christian Bauckhage, Kristian Kersting, Lutz Plümer, 2012, AAAI.

Unsupervised domain adaptation for early detection of drought stress in hyperspectral images

Lutz Plümer, Uwe Rascher, Christoph Römer, 2017 .

Early Identification of Plant Stress in Hyperspectral Images

John D. Behman, K. Kersting, C. Bauckhage, 2015 .

Feeding the World with Big Data: Uncovering Spectral Characteristics and Dynamics of Stressed Plants

Christian Bauckhage, Kristian Kersting, Lutz Plümer, 2016, Computational Sustainability.

Quantifying moisture and roughness with Support Vector Machines improves spectroscopic soil organic carbon prediction

Lutz Plümer, Jan Behmann, Christoph Römer, 2014 .