Arnt-Børre Salberg

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 31

Top Topics

Remote Sensing Images

Convolutional Neural Networks

Semantic Segmentation

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

Changkyu Choi, Shujian Yu, Michael Kampffmeyer, Arnt-Børre Salberg, Nils Olav Handegard, Robert Jenssen
DIB-X: Formulating Explainability Principles for a Self-Explainable Model Through Information Theoretic Learning. ICASSP (2024)
Øivind Due Trier, Arnt-Børre Salberg, Ragnvald Larsen, Ole Torbjørn Nyvoll
Detection of forest roads in Sentinel-2 images using U-Net. NLDL (2022)
Anders U. Waldeland, Øivind Due Trier, Arnt-Børre Salberg
Forest mapping and monitoring in Africa using Sentinel-2 data and deep learning. Int. J. Appl. Earth Obs. Geoinformation 111 (2022)
Qinghui Liu, Michael Kampffmeyer, Robert Jenssen, Arnt-Børre Salberg
Multi-modal land cover mapping of remote sensing images using pyramid attention and gated fusion networks. CoRR (2021)
Qinghui Liu, Michael Kampffmeyer, Robert Jenssen, Arnt-Børre Salberg
Multi-view Self-Constructing Graph Convolutional Networks with Adaptive Class Weighting Loss for Semantic Segmentation. CVPR Workshops (2020)
Qinghui Liu, Michael Kampffmeyer, Robert Jenssen, Arnt-Børre Salberg
Dense Dilated Convolutions' Merging Network for Land Cover Classification. IEEE Trans. Geosci. Remote. Sens. 58 (9) (2020)
Qinghui Liu, Michael Kampffmeyer, Robert Jenssen, Arnt-Børre Salberg
Dense Dilated Convolutions Merging Network for Land Cover Classification. CoRR (2020)
Qinghui Liu, Michael Kampffmeyer, Robert Jenssen, Arnt-Børre Salberg
SCG-Net: Self-Constructing Graph Neural Networks for Semantic Segmentation. CoRR (2020)
Qinghui Liu, Michael Kampffmeyer, Robert Jenssen, Arnt-Børre Salberg
Self-Constructing Graph Convolutional Networks for Semantic Labeling. CoRR (2020)
Qinghui Liu, Michael Kampffmeyer, Robert Jenssen, Arnt-Børre Salberg
Self-Constructing Graph Convolutional Networks for Semantic Labeling. IGARSS (2020)
Qinghui Liu, Michael Kampffmeyer, Robert Jenssen, Arnt-Børre Salberg
Multi-view Self-Constructing Graph Convolutional Networks with Adaptive Class Weighting Loss for Semantic Segmentation. CoRR (2020)
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
The 1st Agriculture-Vision Challenge: Methods and Results. CVPR Workshops (2020)
Anders U. Waldeland, Arnt-Børre Salberg, Øivind Due Trier, Andreas Vollrath
Large-Scale Vegetation Height Mapping from Sentinel Data Using Deep Learning. IGARSS (2020)
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
The 1st Agriculture-Vision Challenge: Methods and Results. CoRR (2020)
Qinghui Liu, Michael Kampffmeyer, Robert Jenssen, Arnt-Børre Salberg
Road Mapping In LiDAR Images Using A Joint-Task Dense Dilated Convolutions Merging Network. CoRR (2019)
Qinghui Liu, Michael Kampffmeyer, Robert Jenssen, Arnt-Børre Salberg
Dense Dilated Convolutions Merging Network for Semantic Mapping of Remote Sensing Images. JURSE (2019)
Michael Kampffmeyer, Sigurd Løkse, Filippo Maria Bianchi, Lorenzo Livi, Arnt-Børre Salberg, Robert Jenssen
Deep Divergence-Based Approach to Clustering. CoRR (2019)
Qinghui Liu, Michael Kampffmeyer, Robert Jenssen, Arnt-Børre Salberg
Dense Dilated Convolutions Merging Network for Semantic Mapping of Remote Sensing Images. CoRR (2019)
Qinghui Liu, Michael Kampffmeyer, Robert Jenssen, Arnt-Børre Salberg
Road Mapping in Lidar Images Using a Joint-Task Dense Dilated Convolutions Merging Network. IGARSS (2019)
Michael Kampffmeyer, Sigurd Løkse, Filippo Maria Bianchi, Lorenzo Livi, Arnt-Børre Salberg, Robert Jenssen
Deep divergence-based approach to clustering. Neural Networks 113 (2019)
Qinghui Liu, Arnt-Børre Salberg, Robert Jenssen
A Comparison of Deep Learning Architectures for Semantic Mapping of Very High Resolution Images. IGARSS (2018)
Arnt-Børre Salberg, Siri Oyen Larsen
Classification of Ocean Surface Slicks in Simulated Hybrid-Polarimetric SAR Data. IEEE Trans. Geosci. Remote. Sens. 56 (12) (2018)
Michael Kampffmeyer, Arnt-Børre Salberg, Robert Jenssen
Urban Land Cover Classification With Missing Data Modalities Using Deep Convolutional Neural Networks. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (6) (2018)
Anders U. Waldeland, Jarle Hamar Reksten, Arnt-Børre Salberg
Avalanche Detection in Sar Images Using Deep Learning. IGARSS (2018)
Michael Kampffmeyer, Arnt-Børre Salberg, Robert Jenssen
Urban land cover classification with missing data using deep convolutional neural networks. IGARSS (2017)
Arnt-Børre Salberg, Øivind Due Trier, Michael Kampffmeyer
Large-Scale Mapping of Small Roads in Lidar Images Using Deep Convolutional Neural Networks. SCIA (2) (2017)
Michael Kampffmeyer, Sigurd Løkse, Filippo Maria Bianchi, Lorenzo Livi, Arnt-Børre Salberg, Robert Jenssen
Deep divergence-based clustering. MLSP (2017)
Michael Kampffmeyer, Arnt-Børre Salberg, Robert Jenssen
Urban Land Cover Classification with Missing Data Using Deep Convolutional Neural Networks. CoRR (2017)
Sigurd Løkse, Filippo Maria Bianchi, Arnt-Børre Salberg, Robert Jenssen
Spectral Clustering Using PCKID - A Probabilistic Cluster Kernel for Incomplete Data. SCIA (1) (2017)
Jarle Bauck Hamar, Arnt-Børre Salberg, Florina Ardelean
Automatic detection and mapping of avalanches in SAR images. IGARSS (2016)
Michael Kampffmeyer, Arnt-Børre Salberg, Robert Jenssen
Semantic Segmentation of Small Objects and Modeling of Uncertainty in Urban Remote Sensing Images Using Deep Convolutional Neural Networks. CVPR Workshops (2016)
Øystein Rudjord, Arnt-Børre Salberg, Rune Solberg
Global snow cover mapping using a multi-temporal multi-sensor approach. MultiTemp (2015)
Arnt-Børre Salberg
Detection of seals in remote sensing images using features extracted from deep convolutional neural networks. IGARSS (2015)
Arnt-Børre Salberg, Øystein Rudjord, Anne H. Schistad Solberg
Oil Spill Detection in Hybrid-Polarimetric SAR Images. IEEE Trans. Geosci. Remote. Sens. 52 (10) (2014)
Arnt-Børre Salberg, Øystein Rudjord, Anne H. Schistad Solberg
Model based oil spill detection using polarimetric SAR. IGARSS (2012)
Arnt-Børre Salberg, Øivind Due Trier
Temporal analysis of multisensor data for forest change detection using hidden Markov models. IGARSS (2012)
Arnt-Børre Salberg, Øivind Due Trier
Temporal analysis of forest cover using hidden Markov models. IGARSS (2011)
Arnt-Børre Salberg
Land Cover Classification of Cloud-Contaminated Multitemporal High-Resolution Images. IEEE Trans. Geosci. Remote. Sens. 49 (1-2) (2011)
Arnt-Børre Salberg
Retraining maximum likelihood classifiers using a low-rank model. IGARSS (2011)
Siri Oyen Larsen, Arnt-Børre Salberg
Automatic vehicle counts from QuickBird images. JURSE (2011)
Arnt-Børre Salberg, Alfred Hanssen, Louis L. Scharf
Robust Multidimensional Matched Subspace Classifiers Based on Weighted Least-Squares. IEEE Trans. Signal Process. 55 (3) (2007)
Arnt-Børre Salberg, Alfred Hanssen
A subspace theory for differential chaos-shift keying. IEEE Trans. Circuits Syst. II Express Briefs (1) (2006)
Arnt-Børre Salberg, Ananthram Swami
Doppler and frequency-offset synchronization in wideband OFDM. IEEE Trans. Wirel. Commun. 4 (6) (2005)
Arnt-Børre Salberg, Alf Harbitz
Object Segmentation and Feature Estimation Using Shadows. ICPR (3) (2004)
Arnt-Børre Salberg, Alf Harbitz, Alfred Hanssen
Shape classification of partially occluded objects using subspace detectors. ICIP (2004)
Arnt-Børre Salberg, Alfred Hanssen
Stochastic multipulse-PAM: a subspace modulation technique with diversity. Signal Process. 83 (12) (2003)
Arnt-Børre Salberg, Alfred Hanssen
Subspace detectors for stochastic process shift keying. ICASSP (2001)
Arnt-Børre Salberg, Alfred Haussen
Stochastic process shift keying: A novel modulation method for secure digital communications. EUSIPCO (2000)