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Publications (by topic)

Image and Shape Analysis, Detection Theory

Book

F. Cao, J.L. Lisani, J.-M. Morel, P. Musé, F. Sur. A theory of shape identification. Lecture Notes in Mathematics, vol. 1948. Springer, 2008. [Springer's book homepage] [Amazon link]

PhD Thesis

Sur la définition et la reconnaissance de formes planes dans les images numériques (On the definition and recognition of planar shapes in digital images), ENS Cachan, France, October 2004. [Hal Preprint]

Book Chapter

P. Musé, F. Sur, F. Cao, Y. Gousseau, J.-M. Morel. Shape recognition based on an a contrario methodology. In Statistics and analysis of shapes, H. Krim and A. Yezzi Eds., Birkhauser, 2006. [Springer link] [Amazon link]

Journal Articles

M. Tepper, P. Musé, A. Almansa. A General Probabilistic Framework for Perceptual Grouping and its Application to the Proximity Gestalt. Submitted to Vision Research, 2015. Submitted to Vision Research, 2015.

M. Tepper, P. Musé, A. Almansa. Finding Contrasted and Regular Edges by a Contrario Detection of Periodic Subsequences, Pattern Recognition, 47(1): 72-79, 2014. [PDF]

M. Tepper, P. Musé, A. Almansa. On the Role of Contrast and Regularity in Perceptual Boundary Saliency, Journal of Mathematical Imaging and Vision, 2013. [PDF]

M. Tepper, P. Musé, A. Almansa, M. Mejail. Automatically finding clusters in Normalized Cuts, Pattern recognition, 44(7): 1372-1386, 2011. [PDF]

F. Cao, J. Delon, A. Desolneux, P. Musé, F. Sur. A unified framework for detecting groups and application to shape recognition, Journal of Mathematical Imaging and Vision 27(2): 91-119, 2007. [PDF]

P. Musé, F. Sur, F. Cao, Y. Gousseau, J.-M. Morel. An a contrario decision method for shape element recognition, International Journal of Computer Vision, 69(3): 295-315, 2006. [PDF]

F. Cao, P. Musé, F. Sur. Extracting meaningful curves from images, Journal of Mathematical Imaging and Vision, 22(2-3): 159-181, 2005. [PDF]

P. Musé, F. Sur, J.-M. Morel. Sur les seuils de reconnaissance de formes, Traitement du Signal, 20(3): 279-294, 2003.

Articles in Proceedings and Conferences

M. Fiori, P. Sprechmann, J. Volgstein, P. Musé, G. Sapiro. Robust Multimodal Graph Matching: Sparse Coding Meets Graph Matching, Neural Information Processing Systems Foundation (NIPS) 2013 , Lake Tahoe, Nevada, USA , 2013. [PDF]

M. Fiori, P. Musé, A. Hariri, G. Sapiro. Multimodal Graphical Models via Group Lasso, SPARS 2013: Signal Processing with Adaptive Sparse Structured Representations, Lausanne, Switzerland, 2013.

M. Tepper, P. Musé, A. Almansa, M. Mejail. Boruvka Meets Nearest Neighbors. In: Iberoamerican Conference on Pattern Recognition (CIARP) 2013. La Habana, Cuba. Springer Lecture Notes in Computer Science, vol. 8259: 560-567, 2013. [PDF]

M. Fiori, P. Muse, G. Sapiro. Topology Constraints in Graphical Models. In: Neural Information Processing Systems (NIPS), Lake Tahoe, Nevada, USA , 2012. [PDF]

M. Tepper, P. Musé, A Almansa, M. Mejail. Finding Edges by A Contrario Detection of Periodic Subsequences. In: Iberoamerican Conference on Pattern Recognition (CIARP) 2012. Buenos Aires, Argentina. Springer Lecture Notes in Computer Science , vol. 7441, 2012. [PDF]

M. Tepper, F. Gómez, P. Musé, A. Almansa, M. Mejail. Morphological Shape Context: Semi-locality and Robust Matching in Shape Recognition. In: Iberoamerican Conference on Pattern Recognition (CIARP) 2009, Guadalajara, Mexico. Springer Lecture Notes in Computer Science, vol. 5856: 129-136, 2009. [PDF]

A. Cerri, D. Giorgi, P. Musé, F. Sur, F. Tomassini. Shape recognition via an a contrario model for size functions, proceedings of the International Conference on Image Analysis and Recognition (ICIAR), Povoa de Varzim (Portugal), septiembre de 2006. Lecture Notes in Computer Science Nr 4142, pp. 410-421. [PDF]

J. Delon, P. Musé, F. Sur. Validation a contrario de clusters, 2ème Congrès National de Mathématiques Appliquées et Industrielles - SMAI, Evian, Francia, mayo de 2005.

P. Musé, F. Sur, F. Cao, Y. Gousseau. Unsupervised Thresholds for Shape Matching, proceedings of the International Conference on Image Processing ICIP-2003 (IEEE), Barcelona, España, septiembre de 2003. [PDF]

Image Quality, Camera Calibration, Point Spread Function Estimation

Patents

L. Rudin, P. Musé, P. Monasse, P. Yu. US Patent, Cognitech, Inc.: System and Method for Pattern Detection and Camera Calibration. US Patent 8,106,968. Accepted January 31, 2012 (filed February 2008).[www].

Journal Articles

C. Aguerrebere, A. Almansa, J. Delon, Y. Gousseau, P. Musé. A Bayesian Hyperprior Approach for Joint Image Denoising and Interpolation, with an Application to HDR Imaging. IEEE Trans. on Computational Imaging, 2017. To appear. [www]

M. Delbracio, P. Musé, A. Buades, J.-M. Morel. Accelerating Monte Carlo renderers by Ray Histogram Fusion, Image Processing Online, 5: 55-72, 2015. [www]

M. Delbracio, P. Musé, A. Buades, J. Chauvier, N. Phelps; J.-M. Morel. Boosting Monte Carlo rendering by distribution-driven filtering, ACM Transactions on Graphics, 33(1), Article 8, 2014.[PDF, 50MB]

C. Aguerrebere, J. Delon, Y. Gousseau, P. Musé. Best Algorithms for HDR image generation: A study of performance bounds, SIAM Journal on Imaging Sciences, 7(1): 1-34, 2014. [PDF]

M. Delbracio, P. Musé, A. Almansa, J.-M. Morel. Subpixel Point Spread Function Estimation from Two Photographs at Different Distances, SIAM Journal on Imaging Sciences, 5(4):1234-1260, 2012. [PDF]

M. Delbracio, P. Musé, A. Almansa, J.-M. Morel. The non-parametric sub-pixel local point spread function estimation is a well posed problem, International Journal of Computer Vision, 96(2):175-194, 2012. [PDF]

M. Delbracio, P. Musé, A. Almansa, J.-M. Morel. Non-parametric sub-pixel local point spread function estimation, Image Processing Online (IPOL), 2012. [www]

Articles in Proceedings and Conferences

C. Aguerrebere, A. Almansa, J. Delon, Y. Gousseau, P. Musé. Single Shot High Dynamic Range Imaging. In: International Conference on Computational Photography, ICCP 2014, Intel Santa Clara, USA. [PDF]

C. Aguerrebere, J. Delon, Y. Gousseau, P. Musé. Algorithmes optimaux pour la génération d’images HDR. Une étude des bornes de performance, GRETSI 2013, Brest, France. [www]

C. Aguerrebere, J. Delon, Y. Gousseau, P. Musé.Simultaneous HDR image reconstruction and denoising for dynamic scenes. In: International Conference on Computational Photography, ICCP 2013, Harvard University, Cambridge, USA. [PDF]

Geoscience and Remote Sensing

Patents

Patent USA, California Institute of Technology. S. Leprince, P. Musé, J.-P. Avouac. Distortion Calibration for Optical Sensors. A system to calibrate and correct distortion in optical satellite sensors. US Patent 8,452,123. Accepted May 28, 2013 (filed December 20, 2008). [www]

Journal Articles

J. Preciozzi, A. Almansa, P. Musé, S. Durand, A. Khazaal, B. Rougé. A sparsity-based variational approach for the restoration of SMOS images from L1A data, IEEE Transactions on Geoscience and Remote Sensing, 55(5): 2811--2826, 2017. [PDF]

R. Alonso, G. Abal, R. Siri, P. Musé. Brightness-dependent Tarpley model for global solar radiation estimation using GOES satellite images: application to Uruguay, Solar Energy, 86(11):3205-32012, 2012. [PDF]

E. Heltland, P. Musé, M. Simons, Y. N. Lin, P. Shanker, C. Di Caprio. Multiscale InSAR Time Series (MInTS) analysis of surface deformation , Journal of Geophysical Research, v. 117, 2012. [PDF]

Y. N. Lin, M. Simons, E. Hetland, P. Musé, C. Di Caprio. A multiscale approach to estimating topographically correlated propagation delays in radar interferograms, Geochemistry Geophysics Geosystems, v. 11 Q09002, 2010. [PDF]

C. Tape, P. Musé, M. Simons, D. Dong, F. Webb. Multiscale Estimation of GPS velocity fields, Geophysical Journal International, 179(2): 945-971, 2009. [PDF]

S. Leprince, P. Musé, J.-P. Avouac. In-Flight CCD Distortion Calibration for Pushbroom Satellites Based On Subpixel Correlation, IEEE Transactions on Geoscience and Remote Sensing, 46(9): 2675-2683, 2008. [PDF]

Articles in Proceedings and Conferences

J. Preciozzi, M. González, A. Almansa, P. Musé. Joint Denoising and Decompression: A Patch-based Bayesian Approach. Submitted to IEEE International Conference on Image Processing (ICIP), 2017. [www]

J. Preciozzi, P. Musé, A. Almansa, S. Durand, A. Khazaal, B. Rougé. SMOS images restoration from L1A data: A sparsity-based variational approach. In: IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2014. [PDF]

J. Preciozzi, P. Musé, A. Almansa, S. Durand, A. Khazaal, B. Rougé. Sparsity-based restoration of SMOS images in the presence of outliers. In: IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2012. [PDF]

R. Alonso, G. Abal, R. Siri, P. Musé, P. Toscano. Global Solar Irradiation Assessment in Uruguay Using Tarpley Model and GOES Satellite Images. In: proceedings of the Solar World Congress 2011, International Solar Energy Society , Kassel, Germany, 2011.

S. Leprince, P. Musé, E. Berthier, C. Delacourt, J.-P. Avouac. Monitoring Earth s Surface Dynamics with Optical Imagery. In: SIAM Conference on imaging science, 2008 San Diego, California, 2008.

P. Musé, C. Tape, M. Simons. Multiscale Estimation of GPS velocity fields. In: American Geophysical Union fall meeting, 2008 San Francisco, CA, USA Eos Transactions American Geophysical Union, 2008.

M. Simons, E. Hetland, P. Musé, Y. N. Lin, C. Di Caprio. A multiscale approach to InSAR time series analysis. In: American Geophysical Union fall meeting, 2008 San Francisco, CA, USA Eos Transactions American Geophysical Union, 2008.

S.E. Owen, D. Dong, R.B. Lohman, Z. Liu, E. Hetland, P. Musé, P. Lundgren, F. Webb, M. Simons. Multi-spatial and temporal scale deformation of Japan from GEONET data, Eos. Trans. American Geophysical Union, 88(23), Jt. Assem. Suppl., abstract G41A-05. Acapulco, Mexico, 2007.

S.E. Owen, D. Dong, R.B. Lohman, Z. Liu, E. Hetland, P. Musé, P. Lundgren, F. Webb, M. Simons. Multi-spatial and temporal scale deformation of Japan from GEONET data, Eos. Trans. American Geophysical Union, 88(23), Jt. Assem. Suppl., abstract G41A-05. Acapulco, Mexico, 2007.

L. Rudin, P. Monasse, P. Muse, F. Cao. Novel Computational Technique for Super-Dense Digital Terrain Elevation Reconstruction through Method of Epipolar Characteristics Tracking, American Society for Photogrammetry and Remote Sensing (ASPRS) Annual Conference – Identifying Geospatial Solutions, Tampa, Florida, USA, 2007.

Medical Imaging and Biomedical Signal Processing

Book Chapter

H. Suárez, F. Simini, P. Musé. Órganos y equipos de medida del equilibrio. In Ingeniería Biomédica: perspectivas desde el Uruguay, F. Simini Eds., Departamento de Publicaciones de la Universidad de la República, Uruguay, 2006.

Journal Articles

M. Fiori, P. Musé, G. Sapiro. A Complete System for Candidate Polyps Detection in Virtual Colonoscopy. International Journal of Pattern Recognition and Artificial Intelligence, 28(7),2014. [PDF]

G. Capdehourat, A. Corez, A. Bazzano, R. Alonso, P. Musé. Toward a combined tool to assist dermatologists in melanoma detection from dermoscopic images of pigmented skin lesions, Pattern Recognition Letters, 32(16): 2187-2196, 2011. [PDF]

H. Suárez, M. Arocena, A. Suárez, T. A. de Artagaveytia, P. Musé, J. Gil. Changes in Postural Control Parameters after Vestibular Rehabilitation in Patients with Central Vestibular Disorders, Acta Otolaryngol (Stockh), 123(2): 143-147, 2003. [PDF]

H. Suárez, P. Musé, A. Suárez, M. Arocena. Assessment of the risk of fall, related to visual stimulation, in patients with central vestibular disorders, Acta Otolaryngol (Stockh), 121(2): 220-224, 2001. [PDF]

H. Suárez, P. Musé, A. Suárez, M. Arocena. Postural behaviour responses to visual stimulation in patients with vestibular disorders, Acta Otolaryngol (Stockh), 120(2):168-172, 2000. [PDF]

Articles in Proceedings and Conferences

M. Fiori, P. Musé, G. Sapiro. Polyps Flagging in Virtual Colonoscopy. Iberoamerican Conference on Pattern Recognition (CIARP) 2014, La Habana, Cuba. Springer Lecture Notes in Computer Science 8259: 181-189, 2013. [PDF]

M. Fiori, P. Musé, S. Aguirre, G. Sapiro. Automatic Colon Polyp Flagging via Geometric and Texture Features. In: 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Buenos Aires, Argentina. 2010. [PDF]

C. Aguerrebere, P. Sprechmann, P. Musé, R. Ferrando. A-contrario localization of epileptogenic zones in SPECT images. In: 2009 IEEE International Symposium on Biomedical Imaging, 2009 Boston, MA, USA, 2009. [PDF]

G. Capdehourat, A. Corez, A. Bazzano, P. Musé. Pigmented skin lesions classification using dermatoscopic images. In: Iberoamerican Conference on Pattern Recognition (CIARP) 2009, Guadalajara, Mexico. Springer Lecture Notes in Computer Science 5856: 537-544, 2009. [PDF]

A. Bazzano, G. Capdehourat, A. Larre-Borges, M. Martinez, P. Musé. Software for melanocitic lesions. In: Proceedings of the 68th annual meeting, American Academy of Dermatology, San Francisco, CA, USA, 2009.

H. Suárez, P. Musé, A. Suárez, M. Arocena. Postural adaptation induced by visual stimulation in patients with vestibular disorders, 2000 Annual MidWinter Meeting of the Association for Research in Otolaryngology. Florida, USA, 2000.

H. Suárez, P. Musé, A. Suárez, M. Arocena. Measures of postural responses to different visual stimulation in patients with vestibular disorders, Collegium Oto-Rhino-Laryngologicum Amicitiae Sacrum. Lyon, Francia, 1999.

P. Musé, H. Suárez, A. Suárez, M. Arocena. Análisis de Señales Posturográficas: puesta a punto de un método de medida y su instrumentación, XII Congreso Argentino de Bioingeniería, Buenos Aires, Argentina, 1999.

H. Suárez, P. Musé, A. Suárez, M. Arocena. Postural responses with different visual stimulations in patients with central vestibular disorders, 1999 Annual MidWinter Meeting of the Association for Research in Otolaryngology. Florida, USA, 1999.

Other Conferences and scientific meetings

C. Aguerrebere, J. Delon, Y. Gousseau, P. Musé. Simultaneous HDR Image Reconstruction and Denoising for Dynamic Scenes. SIAM Conference on Imaging Sciences - SIAM IS14. Honk Kong, May 2014.

M. Delbracio, A. Almansa, P. Musé, J.-M. Morel. Blind Subpixel Point Spread Function Estimation from Scaled Image Pairs. SIAM Conference on Imaging Sciences - SIAM IS12. Philadelphia, USA, May 2012.

M. Delbracio, P. Musé, A. Almansa, J.-M. Morel. Subpixel estimation of digital optical camera’s point spread functions in the presence of aliasing. Inter-Continental Advanced Materials for Photonics Summer/Winter School (ICAMP 2011), Montevideo, Uruguay, May 2011.

M. Tepper, P. Musé, A. Almansa. A truly unsupervised, non-parametric clustering method. Dagstuhl Seminar: "Innovations for Shape Analysis: Models and Algorithms", Dagstuhl, Wadern, Germany, 2011.

A Contrario Image Matching: Shape-elements, Shape-Context, SIFT, PCA. SIAM Conference on Imaging Science, 2010 Chicago, USA, 2010.

P. Musé, F. Sur, F. Cao, and J.-M. Morel, Hierarchical Clustering Validity Assessment and Shape Recognition, Emphasis Week on Perceptual Organization, Mathematical Sciences Research Institute (MSRI), Berkeley, USA, 2005.

P. Musé, F. Sur, F. Cao, Y. Gousseau. An a contrario Decision Method for Shape Element Recognition, Emphasis Week on Perceptual Organization, Mathematical Sciences Research Institute (MSRI), Berkeley, USA, 2005.

P. Musé, F. Sur, F. Cao, Y. Gousseau. Automatic Thresholds for Shape Recognition, Seventh International Symposium on Signal Processing and its Applications, ISSPA 2003, Paris, France, 2003.

Workshop CEMRACS 2002: "Mathematical Methods in Image Processing", Summer Mathematical Research Center on Scientific Computation and Its Applications, Marseille, France, 2002.

Workshop "Le traitement d'image à l'aube du XXIème siècle", Société de l'Electricité, de l'Electronique et des Technologies de l'Information, Paris, France, 2002.

P. Musé, F. Sur, J.-M. Morel. Affine Invariant Shape Recognition, Mathematisches Forschungsinstitut Oberwolfach Meeting: "The Mathematical, Computational and Biological Study of Vision", Oberwolfach, Germany, 2001.