Arnt-Børre Salberg

According to our database, Arnt-Børre Salberg authored at least 42 papers between 2000 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Uncertainties of Satellite-based Essential Climate Variables from Deep Learning.

Junyang Gou, Arnt-Børre Salberg, Mostafa Kiani Shahvandi, Mohammad J. Tourian, Ulrich Meyer, Eva Boergens, Anders U. Waldeland, Isabella Velicogna, Fredrik Dahl, Adrian Jäggi, Konrad Schindler, Benedikt Soja

CoRR, 2024

Diffusion Models with Cross-Modal Data for Super-Resolution of Sentinel-2 To 2.5 Meter Resolution.

Muhammad Sarmad, Michael C. Kampffmeyer, Arnt-Børre Salberg

Proceedings of the IGARSS 2024, 2024

DIB-X: Formulating Explainability Principles for a Self-Explainable Model Through Information Theoretic Learning.

Changkyu Choi, Shujian Yu, Michael Kampffmeyer, Arnt-Børre Salberg, Nils Olav Handegard, Robert Jenssen

Proceedings of the IEEE International Conference on Acoustics, 2024

2022

Forest mapping and monitoring in Africa using Sentinel-2 data and deep learning.

Anders U. Waldeland, Øivind Due Trier, Arnt-Børre Salberg

Int. J. Appl. Earth Obs. Geoinformation, 2022

Detection of forest roads in Sentinel-2 images using U-Net.

Øivind Due Trier, Arnt-Børre Salberg, Ragnvald Larsen, Ole Torbjørn Nyvoll

Proceedings of the 2022 Northern Lights Deep Learning Workshop, 2022

2021

Multi-modal land cover mapping of remote sensing images using pyramid attention and gated fusion networks.

Qinghui Liu, Michael Kampffmeyer, Robert Jenssen, Arnt-Børre Salberg

CoRR, 2021

2020

Dense Dilated Convolutions' Merging Network for Land Cover Classification.

Qinghui Liu, Michael Kampffmeyer, Robert Jenssen, Arnt-Børre Salberg

IEEE Trans. Geosci. Remote. Sens., 2020

SCG-Net: Self-Constructing Graph Neural Networks for Semantic Segmentation.

Qinghui Liu, Michael Kampffmeyer, Robert Jenssen, Arnt-Børre Salberg

CoRR, 2020

Large-Scale Vegetation Height Mapping from Sentinel Data Using Deep Learning.

Anders U. Waldeland, Arnt-Børre Salberg, Øivind Due Trier, Andreas Vollrath

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Self-Constructing Graph Convolutional Networks for Semantic Labeling.

Qinghui Liu, Michael Kampffmeyer, Robert Jenssen, Arnt-Børre Salberg

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Multi-view Self-Constructing Graph Convolutional Networks with Adaptive Class Weighting Loss for Semantic Segmentation.

Qinghui Liu, Michael Kampffmeyer, Robert Jenssen, Arnt-Børre Salberg

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

The 1st Agriculture-Vision Challenge: Methods and Results.

Mang Tik Chiu, Xingqian Xu, Kai Wang, Jennifer A. Hobbs, Naira Hovakimyan, Thomas S. Huang, Honghui Shi, Yunchao Wei, Zilong Huang, Alexander G. Schwing, Robert Brunner, Ivan Dozier, Wyatt Dozier, Karen Ghandilyan, David Wilson, Hyunseong Park, Jun Hee Kim, Sungho Kim, Qinghui Liu, Michael C. Kampffmeyer, Robert Jenssen, Arnt-Børre Salberg, Alexandre Barbosa, Rodrigo G. Trevisan, Bingchen Zhao, Shaozuo Yu, Siwei Yang, Yin Wang, Hao Sheng, Xiao Chen, Jingyi Su, Ram Rajagopal, Andrew Y. Ng, Van Thong Huynh, Soo-Hyung Kim, In Seop Na, Ujjwal Baid, Shubham Innani, Prasad Dutande, Bhakti Baheti, Sanjay N. Talbar, Jianyu Tang

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Deep divergence-based approach to clustering.

Michael Kampffmeyer, Sigurd Løkse, Filippo Maria Bianchi, Lorenzo Livi, Arnt-Børre Salberg, Robert Jenssen

Neural Networks, 2019

Dense Dilated Convolutions Merging Network for Semantic Mapping of Remote Sensing Images.

Qinghui Liu, Michael Kampffmeyer, Robert Jenssen, Arnt-Børre Salberg

Proceedings of the Joint Urban Remote Sensing Event, 2019

Road Mapping in Lidar Images Using a Joint-Task Dense Dilated Convolutions Merging Network.

Qinghui Liu, Michael Kampffmeyer, Robert Jenssen, Arnt-Børre Salberg

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018

Classification of Ocean Surface Slicks in Simulated Hybrid-Polarimetric SAR Data.

Arnt-Børre Salberg, Siri Oyen Larsen

IEEE Trans. Geosci. Remote. Sens., 2018

Urban Land Cover Classification With Missing Data Modalities Using Deep Convolutional Neural Networks.

Michael Kampffmeyer, Arnt-Børre Salberg, Robert Jenssen

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Avalanche Detection in Sar Images Using Deep Learning.

Anders U. Waldeland, Jarle Hamar Reksten, Arnt-Børre Salberg

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

A Comparison of Deep Learning Architectures for Semantic Mapping of Very High Resolution Images.

Qinghui Liu, Arnt-Børre Salberg, Robert Jenssen

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

Large-Scale Mapping of Small Roads in Lidar Images Using Deep Convolutional Neural Networks.

Arnt-Børre Salberg, Øivind Due Trier, Michael Kampffmeyer

Proceedings of the Image Analysis - 20th Scandinavian Conference, 2017

Spectral Clustering Using PCKID - A Probabilistic Cluster Kernel for Incomplete Data.

Sigurd Løkse, Filippo Maria Bianchi, Arnt-Børre Salberg, Robert Jenssen

Proceedings of the Image Analysis - 20th Scandinavian Conference, 2017

Deep divergence-based clustering.

Michael Kampffmeyer, Sigurd Løkse, Filippo Maria Bianchi, Lorenzo Livi, Arnt-Børre Salberg, Robert Jenssen

Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017

Urban land cover classification with missing data using deep convolutional neural networks.

Michael Kampffmeyer, Arnt-Børre Salberg, Robert Jenssen

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016

Automatic detection and mapping of avalanches in SAR images.

Jarle Bauck Hamar, Arnt-Børre Salberg, Florina Ardelean

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Semantic Segmentation of Small Objects and Modeling of Uncertainty in Urban Remote Sensing Images Using Deep Convolutional Neural Networks.

Michael Kampffmeyer, Arnt-Børre Salberg, Robert Jenssen

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

2015

Global snow cover mapping using a multi-temporal multi-sensor approach.

Øystein Rudjord, Arnt-Børre Salberg, Rune Solberg

Proceedings of the 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2015

Detection of seals in remote sensing images using features extracted from deep convolutional neural networks.

Arnt-Børre Salberg

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014

Oil Spill Detection in Hybrid-Polarimetric SAR Images.

Arnt-Børre Salberg, Øystein Rudjord, Anne H. Schistad Solberg

IEEE Trans. Geosci. Remote. Sens., 2014

2012

Temporal analysis of multisensor data for forest change detection using hidden Markov models.

Arnt-Børre Salberg, Øivind Due Trier

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Model based oil spill detection using polarimetric SAR.

Arnt-Børre Salberg, Øystein Rudjord, Anne H. Schistad Solberg

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011

Land Cover Classification of Cloud-Contaminated Multitemporal High-Resolution Images.

Arnt-Børre Salberg

IEEE Trans. Geosci. Remote. Sens., 2011

Automatic vehicle counts from QuickBird images.

Siri Oyen Larsen, Arnt-Børre Salberg

Proceedings of the Joint Urban Remote Sensing Event, 2011

Temporal analysis of forest cover using hidden Markov models.

Arnt-Børre Salberg, Øivind Due Trier

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Retraining maximum likelihood classifiers using a low-rank model.

Arnt-Børre Salberg

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

2007

Robust Multidimensional Matched Subspace Classifiers Based on Weighted Least-Squares.

Arnt-Børre Salberg, Alfred Hanssen, Louis L. Scharf

IEEE Trans. Signal Process., 2007

2006

A subspace theory for differential chaos-shift keying.

Arnt-Børre Salberg, Alfred Hanssen

IEEE Trans. Circuits Syst. II Express Briefs, 2006

2005

Doppler and frequency-offset synchronization in wideband OFDM.

Arnt-Børre Salberg, Ananthram Swami

IEEE Trans. Wirel. Commun., 2005

2004

Object Segmentation and Feature Estimation Using Shadows.

Arnt-Børre Salberg, Alf Harbitz

Proceedings of the 17th International Conference on Pattern Recognition, 2004

Shape classification of partially occluded objects using subspace detectors.

Arnt-Børre Salberg, Alf Harbitz, Alfred Hanssen

Proceedings of the 2004 International Conference on Image Processing, 2004

2003

Stochastic multipulse-PAM: a subspace modulation technique with diversity.

Arnt-Børre Salberg, Alfred Hanssen

Signal Process., 2003

2001

Subspace detectors for stochastic process shift keying.

Arnt-Børre Salberg, Alfred Hanssen

Proceedings of the IEEE International Conference on Acoustics, 2001

2000

Stochastic process shift keying: A novel modulation method for secure digital communications.

Arnt-Børre Salberg, Alfred Haussen

Proceedings of the 10th European Signal Processing Conference, 2000