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25

Rodrigo Cabral Farias


Journal articles7 documents

  • Francesca Raimondi, Rodrigo Cabral Farias, Olivier Michel, Pierre Comon. Wideband multiple diversity tensor array processing. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2017, 65 (20), pp.5334-5346. ⟨10.1109/TSP.2017.2725219⟩. ⟨hal-01350549v5⟩
  • Rodrigo Cabral Farias, Jérémy Cohen, Pierre Comon. Exploring multimodal data fusion through joint decompositions with flexible couplings. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2016, 64 (18), pp.4830-4844. ⟨10.1109/TSP.2016.2576425⟩. ⟨hal-01158082⟩
  • Miguel Angel Veganzones, Jérémy Cohen, Rodrigo Cabral Farias, Jocelyn Chanussot, Pierre Comon. Nonnegative tensor CP decomposition of hyperspectral data. IEEE Transactions on Geoscience and Remote Sensing, Institute of Electrical and Electronics Engineers, 2016, 54 (5), pp.2577-2588. ⟨10.1109/TGRS.2015.2503737⟩. ⟨hal-01134470v2⟩
  • Jérémy Cohen, Rodrigo Cabral Farias, Pierre Comon. Fast Decomposition of Large Nonnegative Tensors. IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers, 2015, 22 (7), pp.862-866. ⟨10.1109/LSP.2014.2374838⟩. ⟨hal-01069069⟩
  • Rodrigo Cabral Farias, Jean-Marc Brossier. Scalar Quantization for Estimation: From An Asymptotic Design to a Practical Solution. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2014, 62 (11), pp.2860-2870. ⟨10.1109/TSP.2014.2318140⟩. ⟨hal-00877212⟩
  • Rodrigo Cabral Farias, Eric Moisan, Jean-Marc Brossier. Optimal Asymmetric Binary Quantization for Estimation Under Symmetrically Distributed Noise. IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers, 2014, 21 (5), pp.523-526. ⟨10.1109/LSP.2014.2308419⟩. ⟨hal-00877213⟩
  • Rodrigo Cabral Farias, Jean-Marc Brossier. Adaptive Quantizers for Estimation. Signal Processing, Elsevier, 2013, 93 (11), pp.3076-3087. ⟨10.1016/j.sigpro.2013.04.012⟩. ⟨hal-00875925⟩

Conference papers15 documents

  • Rodrigo Cabral Farias, José Henrique de Morais Goulart, Pierre Comon. Coherence Constrained Alternating Least Squares. 26th European Signal Processing Conference (EUSIPCO 2018), Sep 2018, Rome, Italy. ⟨hal-01693946v2⟩
  • Jérémy Cohen, Rodrigo Cabral Farias, Bertrand Rivet. Curve Registered Coupled Low Rank Factorization. 14th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2018), Jul 2018, Univ. of Surrey, Guildford, United Kingdom. ⟨hal-01710498⟩
  • Chengfang Ren, Rodrigo Cabral Farias, Pierre-Olivier Amblard, Pierre Comon. Performances optimales pour les données multimodales partiellement couplées. XXVIème colloque GRETSI (GRETSI 2017), Sep 2017, Juan-Les-Pins, France. ⟨hal-01567124⟩
  • Miguel Angel Veganzones, Jérémy Cohen, Rodriguo Cabral Farias, Konstantin Usevich, Lucas Drumetz, et al.. Canonical polyadic decomposition of hyperspectral patch tensors. 24th European Signal Processing Conference (EUSIPCO 2016), Aug 2016, Budapest, Hungary. pp.2176-2180, ⟨10.1109/EUSIPCO.2016.7760634⟩. ⟨hal-01382362⟩
  • Miguel Angel Veganzones, Sylvain Douté, Jérémy Cohen, Rodrigo Cabral Farias, Jocelyn Chanussot, et al.. Nonnegative CP decomposition of multiangle hyperspectral data: a case study on CRISM observations of martian icy surface. 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS 2016), Aug 2016, Los Angeles, CA, United States. ⟨hal-01382360⟩
  • Jérémy Cohen, Rodrigo Cabral Farias, Pierre Comon. Joint Tensor Compression for Coupled Canonical Polyadic Decompositions. 24th European Signal Processing Conference (EUSIPCO 2016), Aug 2016, Budapest, Hungary. ⟨hal-01326132⟩
  • Miguel Angel Veganzones, Jérémy Cohen, Rodrigo Cabral Farias, Ruben Marrero, Jocelyn Chanussot, et al.. Multilinear spectral unmixing of hyperspectral multiangle images. 23rd European Signal Processing Conference (EUSIPCO-2015), IEEE Signal Processing Society, Aug 2015, Nice, France. pp.749-753. ⟨hal-01158900⟩
  • Rodrigo Cabral Farias, Pierre Comon. Canonical Polyadic Tensor Decomposition in the Presence of Non Gaussian Noise. 23rd European Signal Processing Conference (EUSIPCO-2015), EURASIP, Aug 2015, Nice, France. ⟨hal-01119833⟩
  • Jérémy Cohen, Rodrigo Cabral Farias, Pierre Comon. Analyse de grandes données tensorielles couplées. XXVème colloque GRETSI (GRETSI 2015), Sep 2015, Lyon, France. ⟨hal-01135090⟩
  • Rodrigo Cabral Farias, Jérémy Cohen, Christian Jutten, Pierre Comon. Joint decompositions with flexible couplings. 12th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2015), Aug 2015, Liberec, Czech Republic. ⟨10.1007/978-3-319-22482-414⟩. ⟨hal-01135920v2⟩
  • Rodrigo Cabral Farias, Pierre Comon, Roland Redon. Data Mining by NonNegative Tensor Approximation. IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2014), Sep 2014, Reims, France. ⟨hal-01077801⟩
  • Rodrigo Cabral Farias, Jean-Marc Brossier. Adjustable Quantizers for Joint Estimation of Location and Scale Parameters. 38th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2013), May 2013, Vancouver, Canada. pp.SPTM-P13.7. ⟨hal-00875935⟩
  • Rodrigo Cabral Farias, Jean-Marc Brossier. Adaptive Estimation Based on Quantized Measurements. IEEE International Conference on Communications (ICC 2013), Jun 2013, Budapest, Hungary. pp.CT-04/5. ⟨hal-00875981⟩
  • Rodrigo Cabral Farias, Jean-Marc Brossier. Quantification asymétrique optimale pour l'estimation d'un paramètre de centrage dans un bruit de loi symétrique. XXIVème colloque GRETSI (GRETSI 2013), Sep 2013, Brest, France. pp.ID249. ⟨hal-00875990⟩
  • Rodrigo Cabral Farias, Jean-Marc Brossier. Asymptotic Approximation of Optimal Quantizers for Estimation. 38th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2013), May 2013, Vancouver, Canada. pp.SPTM-P13.8. ⟨hal-00875978⟩

Preprints, Working Papers, ...1 document

  • José Henrique de Morais Goulart, Pedro Marinho R. de Oliveira, Rodrigo Cabral Farias, Vicente Zarzoso, Pierre Comon. Alternating group lasso for block-term tensor decomposition with application to ECG source separation. 2019. ⟨hal-01899469v2⟩

Reports2 documents

  • Chengfang Ren, Rodrigo Cabral Farias, Pierre-Olivier Amblard, Pierre Comon. Performance bounds for coupled models. [Research Report] GIPSA-lab. 2016. ⟨hal-01280480⟩
  • Rodrigo Cabral Farias, Jean-Marc Brossier. A Fusion Center Approach for Estimation Using Quantized Measurements. [Research Report] GIPSA-lab. 2012. ⟨hal-01232162⟩