Alert button
Picture for Patrick Helber

Patrick Helber

Alert button

Vision Impulse GmbH and DFKI, Germany

Adaptive Fusion of Multi-view Remote Sensing data for Optimal Sub-field Crop Yield Prediction

Add code
Bookmark button
Alert button
Jan 22, 2024
Francisco Mena, Deepak Pathak, Hiba Najjar, Cristhian Sanchez, Patrick Helber, Benjamin Bischke, Peter Habelitz, Miro Miranda, Jayanth Siddamsetty, Marlon Nuske, Marcela Charfuelan, Diego Arenas, Michaela Vollmer, Andreas Dengel

Viaarxiv icon

Predicting Crop Yield With Machine Learning: An Extensive Analysis Of Input Modalities And Models On a Field and sub-field Level

Add code
Bookmark button
Alert button
Aug 17, 2023
Deepak Pathak, Miro Miranda, Francisco Mena, Cristhian Sanchez, Patrick Helber, Benjamin Bischke, Peter Habelitz, Hiba Najjar, Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Marcela Charfuelan, Marlon Nuske, Andreas Dengel

Figure 1 for Predicting Crop Yield With Machine Learning: An Extensive Analysis Of Input Modalities And Models On a Field and sub-field Level
Figure 2 for Predicting Crop Yield With Machine Learning: An Extensive Analysis Of Input Modalities And Models On a Field and sub-field Level
Figure 3 for Predicting Crop Yield With Machine Learning: An Extensive Analysis Of Input Modalities And Models On a Field and sub-field Level
Figure 4 for Predicting Crop Yield With Machine Learning: An Extensive Analysis Of Input Modalities And Models On a Field and sub-field Level
Viaarxiv icon

RapidAI4EO: Mono- and Multi-temporal Deep Learning models for Updating the CORINE Land Cover Product

Add code
Bookmark button
Alert button
Oct 26, 2022
Priyash Bhugra, Benjamin Bischke, Christoph Werner, Robert Syrnicki, Carolin Packbier, Patrick Helber, Caglar Senaras, Akhil Singh Rana, Tim Davis, Wanda De Keersmaecker, Daniele Zanaga, Annett Wania, Ruben Van De Kerchove, Giovanni Marchisio

Figure 1 for RapidAI4EO: Mono- and Multi-temporal Deep Learning models for Updating the CORINE Land Cover Product
Figure 2 for RapidAI4EO: Mono- and Multi-temporal Deep Learning models for Updating the CORINE Land Cover Product
Figure 3 for RapidAI4EO: Mono- and Multi-temporal Deep Learning models for Updating the CORINE Land Cover Product
Figure 4 for RapidAI4EO: Mono- and Multi-temporal Deep Learning models for Updating the CORINE Land Cover Product
Viaarxiv icon

RapidAI4EO: A Corpus for Higher Spatial and Temporal Reasoning

Add code
Bookmark button
Alert button
Oct 05, 2021
Giovanni Marchisio, Patrick Helber, Benjamin Bischke, Timothy Davis, Caglar Senaras, Daniele Zanaga, Ruben Van De Kerchove, Annett Wania

Figure 1 for RapidAI4EO: A Corpus for Higher Spatial and Temporal Reasoning
Figure 2 for RapidAI4EO: A Corpus for Higher Spatial and Temporal Reasoning
Figure 3 for RapidAI4EO: A Corpus for Higher Spatial and Temporal Reasoning
Viaarxiv icon

Mapping Informal Settlements in Developing Countries using Machine Learning and Low Resolution Multi-spectral Data

Add code
Bookmark button
Alert button
Jan 03, 2019
Bradley Gram-Hansen, Patrick Helber, Indhu Varatharajan, Faiza Azam, Alejandro Coca-Castro, Veronika Kopackova, Piotr Bilinski

Figure 1 for Mapping Informal Settlements in Developing Countries using Machine Learning and Low Resolution Multi-spectral Data
Figure 2 for Mapping Informal Settlements in Developing Countries using Machine Learning and Low Resolution Multi-spectral Data
Figure 3 for Mapping Informal Settlements in Developing Countries using Machine Learning and Low Resolution Multi-spectral Data
Figure 4 for Mapping Informal Settlements in Developing Countries using Machine Learning and Low Resolution Multi-spectral Data
Viaarxiv icon

Mapping Informal Settlements in Developing Countries with Multi-resolution, Multi-spectral Data

Add code
Bookmark button
Alert button
Nov 30, 2018
Patrick Helber, Bradley Gram-Hansen, Indhu Varatharajan, Faiza Azam, Alejandro Coca-Castro, Veronika Kopackova, Piotr Bilinski

Figure 1 for Mapping Informal Settlements in Developing Countries with Multi-resolution, Multi-spectral Data
Figure 2 for Mapping Informal Settlements in Developing Countries with Multi-resolution, Multi-spectral Data
Figure 3 for Mapping Informal Settlements in Developing Countries with Multi-resolution, Multi-spectral Data
Figure 4 for Mapping Informal Settlements in Developing Countries with Multi-resolution, Multi-spectral Data
Viaarxiv icon

Generating Material Maps to Map Informal Settlements

Add code
Bookmark button
Alert button
Nov 30, 2018
Patrick Helber, Bradley Gram-Hansen, Indhu Varatharajan, Faiza Azam, Alejandro Coca-Castro, Veronika Kopackova, Piotr Bilinski

Figure 1 for Generating Material Maps to Map Informal Settlements
Figure 2 for Generating Material Maps to Map Informal Settlements
Figure 3 for Generating Material Maps to Map Informal Settlements
Viaarxiv icon

Overcoming Missing and Incomplete Modalities with Generative Adversarial Networks for Building Footprint Segmentation

Add code
Bookmark button
Alert button
Aug 09, 2018
Benjamin Bischke, Patrick Helber, Florian König, Damian Borth, Andreas Dengel

Figure 1 for Overcoming Missing and Incomplete Modalities with Generative Adversarial Networks for Building Footprint Segmentation
Figure 2 for Overcoming Missing and Incomplete Modalities with Generative Adversarial Networks for Building Footprint Segmentation
Figure 3 for Overcoming Missing and Incomplete Modalities with Generative Adversarial Networks for Building Footprint Segmentation
Figure 4 for Overcoming Missing and Incomplete Modalities with Generative Adversarial Networks for Building Footprint Segmentation
Viaarxiv icon

Multi-Task Learning for Segmentation of Building Footprints with Deep Neural Networks

Add code
Bookmark button
Alert button
Sep 18, 2017
Benjamin Bischke, Patrick Helber, Joachim Folz, Damian Borth, Andreas Dengel

Figure 1 for Multi-Task Learning for Segmentation of Building Footprints with Deep Neural Networks
Figure 2 for Multi-Task Learning for Segmentation of Building Footprints with Deep Neural Networks
Figure 3 for Multi-Task Learning for Segmentation of Building Footprints with Deep Neural Networks
Figure 4 for Multi-Task Learning for Segmentation of Building Footprints with Deep Neural Networks
Viaarxiv icon