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  • Object recognition in hyperspectral images using Binary Partition Tree representation

     Valero Valbuena, Silvia; Salembier Clairon, Philippe Jean; Chanussot, Jocelyn
    Pattern recognition letters
    Vol. 56, p. 45-51
    DOI: 10.1016/j.patrec.2015.01.003
    Date of publication: 2015-04-15
    Journal article
  • Precision-recall-classification evaluation framework: Application to depth estimation on single images

     Palou Visa, Guillem; Salembier Clairon, Philippe Jean
    European Conference on Computer Vision
    p. 648-662
    DOI: 10.1007/978-3-319-10590-1_42
    Presentation's date: 2014-09-06
    Presentation of work at congresses
  • Materials transversals per a l'aprenentatge actiu de les matèries de processat d'imatge i vídeo  Open access

     Morros Rubió, Josep Ramon; Vilaplana Besler, Veronica; Ruiz Hidalgo, Javier; Casas Pla, Josep Ramon; Gasull Llampallas, Antoni; Marques Acosta, Fernando; Pardas Feliu, Montserrat; Salembier Clairon, Philippe Jean
    Congrés Internacional de Docència Universitària i Innovació
    Presentation's date: 2014-07-03
    Presentation of work at congresses
    Access to the full text
  • Low-level processing of PolSAR images with binary partition trees

     Salembier Clairon, Philippe Jean; Foucher, Samuel; López Martínez, Carlos
    IEEE International Geoscience and Remote Sensing Symposium
    p. 1025-1028
    DOI: 10.1109/IGARSS.2014.6946602
    Presentation's date: 2014-07
    Presentation of work at congresses
  • Hierarchical information representation and efficient classification of gene expression microarray data  Open access

     Bosio, Mattia
    Department of Signal Theory and Communications, Universitat Politècnica de Catalunya
    Theses
  • PolSAR time series processing with Binary Partition Trees

     Alonso Gonzalez, Alberto; López Martínez, Carlos; Salembier Clairon, Philippe Jean
    IEEE transactions on geoscience and remote sensing
    Vol. 52, num. 6, p. 3553-3567
    DOI: 10.1109/TGRS.2013.2273664
    Date of publication: 2014-06-01
    Journal article
  • Depth order estimation for video frames using motion occlusions

     Palou Visa, Guillem; Salembier Clairon, Philippe Jean
    IET computer vision
    Vol. 8, num. 2, p. 152-160
    DOI: 10.1049/iet-cvi.2012.0287
    Date of publication: 2014-04-01
    Journal article
  • Monocular Depth Estimation in Images and Sequences Using Occlusion Cues  Open access

     Palou Visa, Guillem
    Department of Signal Theory and Communications, Universitat Politècnica de Catalunya
    Theses
  • Grup de processament d'imatge i video

     Gasull Llampallas, Antoni; Giro Nieto, Xavier; Marques Acosta, Fernando; Morros Rubió, Josep Ramon; Oliveras Verges, Albert; Pardas Feliu, Montserrat; Ruiz Hidalgo, Javier; Salembier Clairon, Philippe Jean; Sayrol Clols, Elisa; Vilaplana Besler, Veronica; Casas Pla, Josep Ramon
    Competitive project
  • Procesado de información heterogénea y señales en grafos para Big Data:aplicación en cribado de alto rendimiento,teledetección,multimedia y HCI

     Gasull Llampallas, Antoni; Ruiz Hidalgo, Javier; Giro Nieto, Xavier; Marques Acosta, Fernando; Morros Rubió, Josep Ramon; Oliveras Verges, Albert; Salembier Clairon, Philippe Jean; Sayrol Clols, Elisa; Vilaplana Besler, Veronica; Casas Pla, Josep Ramon; Pardas Feliu, Montserrat
    Competitive project
  • Multidimensional SAR data analysis based on binary partition trees and the covariance matrix geometry

     Alonso González, Alberto; López Martínez, Carlos; Salembier Clairon, Philippe Jean; Valero Valbuena, Silvia; Chanussot, Jocelyn
    International Radar Conference
    Presentation of work at congresses
  • Ensemble learning and hierarchical data representation for microarray classification

     Bosio, Mattia; Bellot Pujalte, Pau; Salembier Clairon, Philippe Jean; Oliveras Verges, Albert
    IEEE International Conference on Bioinformatics and Bioengineering
    p. 1-4
    Presentation's date: 2013-11-11
    Presentation of work at congresses
  • Bilateral distance based filtering for polarimetric SAR data  Open access

     Alonso Gonzalez, Alberto; López Martínez, Carlos; Salembier Clairon, Philippe Jean; Deng, Xinping
    Remote Sensing
    Vol. 5, num. 11, p. 5620-5641
    DOI: 10.3390/rs5115620
    Date of publication: 2013-10-30
    Journal article
    Access to the full text
  • Object recognition in urban hyperspectral images using binary partition tree representation

     Valero Valbuena, Silvia; Salembier Clairon, Philippe Jean; Chanussot, Jocelyn
    IEEE International Geoscience and Remote Sensing Symposium
    p. 4098-4101
    DOI: 10.1109/IGARSS.2013.6723734
    Presentation's date: 2013-07-18
    Presentation of work at congresses
  • Hierarchical clustering combining numerical and biological similarities for gene expression data classification

     Bosio, Mattia; Salembier Clairon, Philippe Jean; Bellot Pujalte, Pau; Oliveras Verges, Albert
    IEEE Engineering in Medicine and Biology Society
    p. 584-587
    DOI: 10.1109/EMBC.2013.6609567
    Presentation's date: 2013-07
    Presentation of work at congresses
  • Hierarchical video representation with trajectory binary partition tree  Open access

     Palou Visa, Guillem; Salembier Clairon, Philippe Jean
    IEEE Conference on Computer Vision and Pattern Recognition
    p. 2099-2106
    Presentation's date: 2013-06-20
    Presentation of work at congresses
    Access to the full text
  • Segmentation hyperspectrale de forets tropicales par arbres de partition binaires

     Tochon, Guillaume; Feret, Jean-Baptiste; Valero Valbuena, Silvia; Martin, Roberta E.; Tupayachi, Raul; Chanussot, Jocelyn; Salembier Clairon, Philippe Jean; Asner, Gregory P.
    Revue Francaise de Photogrammetrie et de Teledetection
    num. 202, p. 55-65
    Date of publication: 2013-05-01
    Journal article
  • PolSAR time series processing and analysis based on Binary Partition Trees

     Alonso Gonzalez, Alberto; López Martínez, Carlos; Salembier Clairon, Philippe Jean
    International Workshop on Science and Applications of SAR Polarimetry and Polarimetric Interferometry
    Presentation's date: 2013-02-12
    Presentation of work at congresses
  • Monocular depth ordering using T-Junctions and convexity occlusion cues

     Palou Visa, Guillem; Salembier Clairon, Philippe Jean
    IEEE transactions on image processing
    Vol. 22, num. 5, p. 1926-1939
    DOI: 10.1109/TIP.2013.2240002
    Date of publication: 2013
    Journal article
  • Hyperspectral image representation and processing with binary partition trees

     Valero Valbuena, Silvia; Salembier Clairon, Philippe Jean; Chanussot, Jocelyn
    IEEE transactions on image processing
    Vol. 22, num. 4, p. 1430-1443
    DOI: 10.1109/TIP.2012.2231687
    Date of publication: 2012-12-04
    Journal article
  • Multiclass cancer-microarray classification algorithm with Pair-Against-All redundancy

     Bosio, Mattia; Bellot Pujalte, Pau; Salembier Clairon, Philippe Jean; Oliveras Verges, Albert
    IEEE International Workshop on Genomic Signal Processing and Statistic
    p. 1-4
    DOI: 10.1109/GENSIPS.2012.6507741
    Presentation's date: 2012-12-03
    Presentation of work at congresses
  • Gene expression data classification combining hierarchical representation and efficient feature selection

     Bosio, Mattia; Bellot Pujalte, Pau; Salembier Clairon, Philippe Jean; Oliveras Verges, Albert
    Journal of biological systems
    Vol. 20, num. 4, p. 349-375
    DOI: 10.1142/S0218339012400025
    Date of publication: 2012-12
    Journal article
  • Microarray classification with hierarchical data representation and novel feature selection criteria

     Bosio, Mattia; Bellot Pujalte, Pau; Salembier Clairon, Philippe Jean; Oliveras Verges, Albert
    IEEE International Conference on BioInformatics and BioEngineering
    p. 344-349
    DOI: 10.1109/BIBE.2012.6399648
    Presentation's date: 2012-11-12
    Presentation of work at congresses
  • Depth ordering on image sequences using motion occlusions

     Palou Visa, Guillem; Salembier Clairon, Philippe Jean
    IEEE International Conference on Image Processing
    p. 1217-1220
    DOI: 10.1109/ICIP.2012.6467085
    Presentation's date: 2012-10-01
    Presentation of work at congresses
  • Processing multidimensional SAR and hyperspectral images with binary partition tree

     Alonso Gonzalez, Alberto; Valero Valbuena, Silvia; Chanussot, Jocelyn; López Martínez, Carlos; Salembier Clairon, Philippe Jean
    Proceedings of the IEEE
    Vol. 101, num. 3, p. 723-747
    DOI: 10.1109/JPROC.2012.2205209
    Date of publication: 2012-08-13
    Journal article
  • Distance-based measures of association with applications in relating hyperspectral images

     Cuadras Avellana, Carles M.; Valero Valbuena, Silvia; Cuadras, Daniel; Salembier Clairon, Philippe Jean; Chanussot, Jocelyn
    Communications in statistics. Simulation and computation
    Vol. 41, num. 13-14, p. 2342-2355
    DOI: 10.1080/03610926.2012.654880
    Date of publication: 2012-07-01
    Journal article
  • Variable local weight filtering for PolSAR data speckle noise reduction

     Alonso Gonzalez, Alberto; López Martínez, Carlos; Salembier Clairon, Philippe Jean
    IEEE International Geoscience and Remote Sensing Symposium
    p. 2133-2136
    DOI: 10.1109/IGARSS.2012.6351082
    Presentation's date: 2012-07
    Presentation of work at congresses
  • Temporal PolSAR image series exploitation with binary partition trees

     Alonso Gonzalez, Alberto; López Martínez, Carlos; Salembier Clairon, Philippe Jean
    IEEE International Geoscience and Remote Sensing Symposium
    p. 1493-1496
    DOI: 10.1109/IGARSS.2012.6351252
    Presentation's date: 2012-07
    Presentation of work at congresses
  • Registration of multi-modal neuroimaging datasets by considering the non-overlapping field of view into the NMI calculation

     Jiménez, Xavi; Figueiras, Francisca; Marques Acosta, Fernando; Salembier Clairon, Philippe Jean; Herance, Raúl; Rojas, Santi; Millan, Olga; Pareto, Deborah; Domingo Gispert, Juan
    IEEE International Symposium on Biomedical Imaging
    p. 1-5
    Presentation's date: 2012-05-02
    Presentation of work at congresses
  • From local occlusion cues to global monocular depth estimation

     Palou Visa, Guillem; Salembier Clairon, Philippe Jean
    IEEE International Conference on Acoustics, Speech, and Signal Processing
    p. 793-796
    DOI: 10.1109/ICASSP.2012.6288003
    Presentation's date: 2012-03-14
    Presentation of work at congresses
  • Filtering and segmentation of polarimetric SAR data based on binary partition trees

     Alonso Gonzalez, Alberto; López Martínez, Carlos; Salembier Clairon, Philippe Jean
    IEEE transactions on geoscience and remote sensing
    Vol. 50, num. 2, p. 593-605
    DOI: 10.1109/TGRS.2011.2160647
    Date of publication: 2012-02
    Journal article
  • Depth estimation of frames in image sequences using motion occlusions

     Palou Visa, Guillem; Salembier Clairon, Philippe Jean
    European Conference on Computer Vision
    p. 516-525
    DOI: 10.1007/978-3-642-33885-4_52
    Presentation's date: 2012
    Presentation of work at congresses
  • Arbre de partition binaire: Un nouvel outil pour la représentation hiérarchique et l’analyse des images hyperspectrales  awarded activity

     Valero Valbuena, Silvia
    Department of Signal Theory and Communications, Université de Grenoble
    Theses
  • HYPERSPECTRAL IMAGE REPRESENTATION AND PROCESSING USING BINARY PARTITION TREES  Open access

     Valero Valbuena, Silvia
    Department of Signal Theory and Communications, Universitat Politècnica de Catalunya
    Theses
  • Hyperspectral image segmentation using binary partition trees

     Valero Valbuena, Silvia; Salembier Clairon, Philippe Jean; Chanussot, Jocelyn
    IEEE International Conference on Image Processing
    p. 1273-1276
    DOI: 10.1109/ICIP.2011.6115666
    Presentation's date: 2011-09-12
    Presentation of work at congresses
  • Arbre de partition binaire: un nouvel outil pour la représentation hiérarchique et l’analyse des images hyperspectrales

     Valero Valbuena, Silvia; Salembier Clairon, Philippe Jean; Chanussot, Jocelyn
    Colloque sur le Traitement du Signal et des Images
    p. 120-125
    Presentation's date: 2011-09-05
    Presentation of work at congresses
  • Improved binary partition tree construction for hyperspectral images: application to object detection

     Valero Valbuena, Silvia; Salembier Clairon, Philippe Jean; Chanussot, Jocelyn; Cuadres, Carles
    IEEE International Geoscience and Remote Sensing Symposium
    p. 2515-2518
    DOI: 10.1109/IGARSS.2011.6049723
    Presentation's date: 2011-07-27
    Presentation of work at congresses
  • Best Paper award of the IEEE International Geosciencie and Remote Sensing Symposium

     Salembier Clairon, Philippe Jean; Valero Valbuena, Silvia
    Award or recognition
  • Best paper award of IEEE International Geoscience and Remote Sensing Symposium

     Valero Valbuena, Silvia; Salembier Clairon, Philippe Jean; Chanussot, Jocelyn
    Award or recognition
  • Hierarchical analysis of remote sensing data: morphological attribute profiles and binary partition trees

     Benediktsson, Joan A; Bruzzone, Lorenzo; Chanussot, Jocelyn; Dalla Mura, Mauro; Salembier Clairon, Philippe Jean; Valero Valbuena, Silvia
    International Symposium on Mathematical Morphology
    p. 306-319
    DOI: 10.1007/978-3-642-21569-8_27
    Presentation's date: 2011-07-07
    Presentation of work at congresses
  • Binary partition tree as a polarimetric SAR data representation in the space-time domain

     Alonso Gonzalez, Alberto; López Martínez, Carlos; Salembier Clairon, Philippe Jean
    IEEE International Geoscience and Remote Sensing Symposium
    p. 3819-3822
    DOI: 10.1109/IGARSS.2011.6050063
    Presentation's date: 2011-07
    Presentation of work at congresses
  • Occlusion-based depth ordering on monocular images with binary partition tree

     Palou Visa, Guillem; Salembier Clairon, Philippe Jean
    IEEE International Conference on Acoustics, Speech and Signal Processing
    p. 1093-1096
    DOI: 0.1109/ICASSP.2011.5946598
    Presentation's date: 2011-05
    Presentation of work at congresses
  • Edge enhancement algorithm based on the wavelet transform for automatic edge detection in SAR images  Open access

     Tello Alonso, Marivi; López Martínez, Carlos; Mallorqui Franquet, Jordi Joan; Salembier Clairon, Philippe Jean
    IEEE transactions on geoscience and remote sensing
    Vol. 49, num. 1, p. 222-235
    DOI: 10.1109/TGRS.2010.2052814
    Date of publication: 2011-01-01
    Journal article
    Access to the full text
  • Neighborhood filters and the recovery of 3D information

     Digne, Julie; Dimiccoli, Mariella; Salembier Clairon, Philippe Jean; Sabater, Neus
    DOI: 10.1007/978-0-387-92920-0_27
    Date of publication: 2011
    Book chapter
    Image
  • Fellow of IEEE

     Salembier Clairon, Philippe Jean
    Award or recognition
  • Procesado de vídeo multicámara empleando información de la escena: aplicación a eventos deportivos, interacción visual y 3DTV

     Gasull Llampallas, Antoni; Oliveras Verges, Albert; Giro Nieto, Xavier; Vilaplana Besler, Veronica; Ruiz Hidalgo, Javier; Morros Rubió, Josep Ramon; Pardas Feliu, Montserrat; Sayrol Clols, Elisa; Marques Acosta, Fernando; Salembier Clairon, Philippe Jean; Casas Pla, Josep Ramon
    Competitive project
  • Feature set enhancement via hierarchical clustering for microarray classification

     Bosio, Mattia; Bellot Pujalte, Pau; Salembier Clairon, Philippe Jean; Oliveras Verges, Albert
    IEEE International Workshop on Genomic Signal Processing and Statistics
    p. 226-229
    Presentation's date: 2011
    Presentation of work at congresses
  • PolSAR speckle filtering and segmentation based on binary partition tree representation

     Alonso Gonzalez, Alberto; López Martínez, Carlos; Salembier Clairon, Philippe Jean
    International Workshop on Science and Applications of SAR Polarimetry and Polarimetric Interferometry
    p. 1-19
    Presentation's date: 2011-01
    Presentation of work at congresses
  • Some measures of multivariate association relating two spectral data sets

     Cuadras, C.M.; Valero Valbuena, Silvia; Salembier Clairon, Philippe Jean; Chanussot, Jocelyn
    COMPSTAT International Conference on Computational Statistics
    Presentation's date: 2010-12-22
    Presentation of work at congresses
  • Improved local pdf estimation in the wavelet domain for generalized lifting  Open access

     Rolon Garrido, Julio Cesar; Salembier Clairon, Philippe Jean
    Picture Coding Symposium
    Presentation's date: 2010-12-08
    Presentation of work at congresses
    Access to the full text