Publications

Found 81 results
Author Title Type [ Year(Asc)]
2013
Kempeneers, P. et al. Accuracy Assessment of a Remote Sensing-Based, Pan-European Forest Cover Map Using Multi-Country National Forest Inventory Data. Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of 6, 54-65 (2013).
Iordache, M. - D., Bioucas-Dias, J. M. & Plaza, A. Collaborative Sparse Regression for Hyperspectral Unmixing. IEEE Transactions on Geoscience and Remote Sensing (accepted) X, (2013).
Iordache, M. - D., Tits, L., Bioucas-Dias, J. M., Plaza, A. & Somers, B. A Dynamic Unmixing Framework for Plant Production System Monitoring. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (submitted) X, (2013).
Kempeneers, P., Bertels, L., Vreys, K. & Biesemans, J. Geometric Errors of Remote Sensing Images Over Forest and Their Propagation to Bidirectional Studies. Geoscience and Remote Sensing Letters, IEEE In press, (2013).
Xiao, F., Ma, W. - K., Chan, T. - H., Bioucas-Dias, J. M. & Iordache, M. - D. Greedy algorithms for pure pixels identification in hyperspectral unmixing: A multiple-measurement vector viewpoint. 21st European Signal Processing Conference (EUSIPCO) (2013).
Iordache, M. - D., Tits, L., Somers, B. & Plaza, A. Improved Signal Unmixing of Vegetation using Sparse Group Selection. IEEE Geoscience and Remote Sensing Symposium (IGARSS) (2013).
Tits, L. & Somers, B. Integration of in situ measured soil status and remotely sensed hyperspectral data to improve plant production system monitoring: concepts, perspectives and limitations. Remote Sensing of Environment 128, 197-211 (2013).
Somers, B. & Asner, G. P. Invasive species mapping in Hawaiian rainforests using multi-temporal Hyperion spaceborne imaging spectroscopy. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 6, 351-359 (2013).
Iordache, M. - D., Bioucas-Dias, J. M., Plaza, A. & Somers, B. MUSIC-CSR: Hyperspectral Unmixing via Multiple Signal Classification and Collaborative Sparse Regression. IEEE Transactions on Geoscience and Remote Sensing (accepted) X, (2013).
Iordache, M. - D. et al. Plant Production System Monitoring via Multiple Signal Classification and Sparse Regression. IEEE GRSS Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) (2013).
2012
Veraverbeke, S. et al. Assessing post-fire vegetation recovery using red-near infrared vegetation indices: accounting for backgorund and vegetation variability. ISPRS Journal of Photogrammetry and Remote Sensing 68, 28-39 (2012).
Somers, B., Zortea, M., Plaza, A. & Asner, G. P. Automated extraction of image-based endmember bundles for improved spectral unmixing. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 5, 396-408 (2012).
Spanhove, T., Vanden Borre, J., Delalieux, S., Haest, B. & Paelinckx, D. Can remote sensing estimate fine-scale quality indicators of natural habitats?. Ecological Indicators 18, 403-412 (2012).
Iordache, M. - D., Bioucas-Dias, J. M. & Plaza, A. Collaborative Sparse Unmixing of Hyperspectral Data. IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (2012).
Iordache, M. - D., Bioucas-Dias, J. M. & Plaza, A. Dictionary pruning in Sparse Unmixing of Hyperspectral Data. IEEE GRSS Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) (2012).
Delalieux, S. et al. Heathland conservation status mapping through integration of hyperspectral mixture analysis and decision tree classifiers. Remote Sensing of Environment 126, 222-231 (2012).
Tits, L., Iordache, M. - D., Somers, B., Farifteh, J. & Coppin, P. Hyperspectral Mixture Analysis and Look-up Tables for Plant Production System Monitoring. Innovation for Sustainable Production (ISUP) (2012).
Tits, L., Keersmaecker, W. D. & Somers, B. Hyperspectral shape-based unmixing to improve intra- and interclass variability for forest and agro-ecosystem monitoring. ISPRS Journal of Photogrammetry and Remote Sensing 74, 163-174 (2012).
Somers, B. & Asner, G. P. Hyperspectral time series analysis of native and invasive species in Hawaiian rainforests. Remote Sensing 4, 2510-2529 (2012).
Kempeneers, P. Increasing robustness of post-classification change detection using time series of land cover maps. IEEE Transactions on Geoscience and Remote Sensing 50, (2012).
Sedano, F., Kempeneers, P., Strobl, P., McInerney, D. O. & Miguel, J. S. Increasing spatial detail of burned scar maps using IRS-AWiFS data for Mediterranean Europe. Remote Sensing 4, 726-744 (2012).
Knaeps, E., Raymaekers, D., Sterckx, S., Ruddick, K. & Dogliotti, A. I. In-situ evidence of non-zero reflectance in the OLCI 1020 nm band for a turbid estuary. Remote sensing of Environment 120, 133-144 (2012).
Bertels, L., Houthuys, R. & Janssens, R. Integration of Optical and Acoustic Remote Sensing Data over the Backshore–Foreshore–Nearshore Continuum: A Case Study in Ostend (Belgium). Imaging Spectroscopy, LiDAR, and Sonar Technology for Mapping the Inshore Continuum 28, 1426–1436 (2012).
Somers, B. & Asner, G. P. Invasive species mapping in Hawaiian rainforests using multi-temporal Hyperion imaging spectroscopy. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 1, (2012).

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