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Publications

Submitted/pipelined journal papers

  1. V. Ferraris, N. Dobigeon, Y. Cruz Cavalcanti, Th. Oberlin and M. Chabert, "Coupled dictionary learning for unsupervised change detection between multi-sensor remote sensing images," submitted. [BIBTEX]
    Preprint available on arXiv: arXiv.

  2. V. Ferraris, N. Dobigeon and M. Chabert, "Robust fusion algorithms for unsupervised change detection between multi-band optical images - A comprehensive case study," submitted. [BIBTEX]
    Preprint available on arXiv: arXiv.

International journal papers

Note: Extended versions of some journal papers are available below as technical reports.

  1. V. Ferraris, N. Dobigeon, Q. Wei and M. Chabert, "Detecting changes between optical images of different spatial and spectral resolutions: a fusion-based approach," IEEE Trans. Geoscience and Remote Sensing, vol. 56, no. 3, pp. 1566-1578, March 2018. [BIBTEX]
    Related webpage: Related webpage.

  2. V. Ferraris, N. Dobigeon, Q. Wei and M. Chabert, "Robust fusion of multi-band images with different spatial and spectral resolutions for change detection," IEEE Trans. Computational Imaging, vol. 3, no. 2, pp. 175-186, April 2017. [BIBTEX]
    Related webpage: Related webpage.

International conference papers

  1. V. Ferraris, N. Yokoya, N. Dobigeon and M. Chabert, "A comparative study of fusion-based change detection methods for multi-band images with different spectral and spatial resolutions," IEEE Int. Geosci. Remote Sens. Symp. (IGARSS), Valencia, Spain, July 2018, to appear. [BIBTEX]

  2. V. Ferraris, N. Dobigeon, Q. Wei and M. Chabert, "Change detection between multi-band images using a robust fusion-based approach," IEEE Int. Conf. Acoust., Speech, and Signal Processing (ICASSP), New Orleans, USA, March 2017, pp. 3346-3350. [BIBTEX]

National conference papers

  1. V. Ferraris, N. Dobigeon, Q. Wei and M. Chabert, "Détection de changements par fusion robuste d'images multi-bandes de résolutions spatiale et spectrale différentes," in Actes du XXVIième Colloque GRETSI, Sept. 2017. [BIBTEX]

Thesis

  1. V. Ferraris, "Fusion-based change detection for remote sensing images of different resolutions and modalities," in PhD. Thesis, Toulouse INP, October. 2018. [BIBTEX]

Technical reports

Note: Some (most?) of these technical reports are extended versions of journal papers listed above.

  1. V. Ferraris, N. Dobigeon, Q. Wei and M. Chabert, "Detecting changes between optical images of different spatial and spectral resolutions: a fusion-based approach - Complementary results," Technical Report, University of Toulouse, IRIT/INP-ENSEEIHT, Dec. 2016. [BIBTEX]