Publications

The main publications can be found below. For a complete list visit my Google scholar page here.

Heterogeneous Change Detection

L. T. Luppino, S. N. Anfinsen, G. Moser, R. Jenssen, F. M. Bianchi, S. B. Serpico, and G. Mercier, “A clustering approach to heterogeneous change detection,” in Scandinavian Conference on Image Analysis. Tromsø, June 2017.
L. T. Luppino, F. M. Bianchi, G. Moser and S. N. Anfinsen, "Remote sensing image regression for heterogeneous change detection," in 2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP), Aalborg, September 2018.
L. T. Luppino, F. M. Bianchi, G. Moser and S. N. Anfinsen, "Unsupervised image regression for heterogeneous change detection," in IEEE Transactions on Geoscience and Remote Sensing, vol. 57, no. 12, pp. 9960-9975, December 2019.
F. Figari Tomenotti, L. T. Luppino, M. A. Hansen, G. Moser, S. N. Anfinsen, "Heterogeneous change detection with self-supervised deep canonically correlated autoencoders," in IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium, pp. September 2020.
G. Moser, S. N. Anfinsen, L. T. Luppino, S. B. Serpico, "Change detection with heterogeneous remote sensing data: from semi-parametric regression to deep learning," in IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium, September 2020.
S. N. Anfinsen, L. T. Luppino, M. A. Hansen, G. Moser, S. B. Serpico, "Unsupervised heterogeneous change detection in radar images by cross-domain affinity matchng," in 2020 IEEE Radar Conference (RadarConf20), September 2020.
L. T. Luppino, M. C. Kampffmeyer, F. M. Bianchi, R. Jenssen, S. B. Serpico, G. Moser, S. N. Anfinsen, "Deep image translation with an affinity-based change prior for unsupervised multimodal change detection," in IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1-22, 2022.
L. T. Luppino, M. A. Hansen, M. C. Kampffmeyer, F. M. Bianchi, G. Moser, R. Jenssen, S. N. Anfinsen, "Code-aligned autoencoders for unsupervised change detection in multimodal remote sensing images," in IEEE Transactions on Neural Networks and Learning Systems, vol. 35, no. 1, pp. 60-72, January 2024.
J. A. Agersborg, L. T. Luppino, S. N. Anfinsen, J. U. Jepsen, "Towards Targeted Change Detection with Heterogeneous Remote Sensing Images for Forest Mortality Mapping," in Canadian Journal of Remote Sensing, vol. 48, no. 6, pp. 826-848, November 2022.
H. L. Johakimsen, I. Martinsen, L. T. Luppino, A. McDonald, S. Hosking, R. Jenssen, "Interrogating Sea Ice Predictabilty with Gradients", in IEEE Geoscience and Remote Sensing Letters, vol. 21, pp. 1-5, 2024.

Solar radiation mapping

B. Babar, L. T. Luppino, S. N. Anfinsen, T. Bostrom, "Random Forest Regression for Improved Mapping of Solar Radiation at High Latitudes," in Solar Energy, vol. 198, pp. 81-92, March 2020.