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2003,  Unicamp - Bachelor's degree in Computer Engineering.
2006,  Unicamp - Master's degree in Computer Science.
2009,  Unicamp - Doctorate in Computer Science.
CV lattes
pavm[at] ic.unicamp.br
Image Processing,
Content-Based Image Retrieval,
Pattern Recognition and Machine Learning,
Biomedical Imaging Applications.

MAC122 - 2s11 - Princípios de Desenvolvimento de Algoritmos.
MO815/MC919 - 2s09 - Processamento de Imagens usando Grafos.
Notas de aula: aula 3 (.pdf), aula 4 (.pdf), aula 5.
MC102 A,B,0 e C,D,1 - 1s07 - Algoritmos e Programação de Computadores.

T.V. Spina, P.A.V. Miranda, A.X. Falcão
Intelligent understanding of user interaction in image segmentation,
International Journal of Pattern Recognition and Artificial Intelligence,
2011, accepted, to appear.
P.A.V. Miranda, A.X. Falcão
Links Between Image Segmentation Based on Optimum-Path Forest and Minimum Cut in Graph,
Journal of Mathematical Imaging and Vision,
Oct 2009, vol. 35, no. 2, pp. 128-142.
doi: 10.1007/s10851-009-0159-9
P.A.V. Miranda, A.X. Falcão, J.K. Udupa
Synergistic Arc-Weight Estimation for Interactive Image Segmentation using Graphs,
Computer Vision and Image Understanding, 2009
doi: 10.1016/j.cviu.2009.08.001
F.A. Andaló, P.A.V. Miranda, R.S. Torres, A.X. Falcão
Shape Feature Extraction and Description based on Tensor Scale,
Pattern Recognition,
Jan 2010, vol. 43, no. 1, pp. 26-36.
doi: 10.1016/j.patcog.2009.06.012
P.A.V. Miranda, A.X. Falcão, A. Rocha, F.P.G. Bergo
Object delineation by κ-connected components,
EURASIP Journal on Advances in Signal Processing,
Jun 2008, vol. 2008, pp. 14.
F.P.G. Bergo, A.X. Falcão, P.A.V. Miranda, L.M. Rocha
Automatic Image Segmentation by Tree Pruning,
Journal of Mathematical Imaging and Vision,
Nov 2007, vol. 29, no. 2-3, pp. 141-162.

A.X. Falcão, F.P.G. Bergo, F.O. Favretto, G.C.S. Ruppert, P.A.V. Miranda, F.A.M. Cappabianco
Processamento, Visualização e Análise de Imagens Anatômicas do Cérebro Humano,
in:Neurociências e Epilepsia,
Eds: L.M. Li, P.T. Fernandes, R.J.M. Covolan, F. Cendes, Ed. Plêiade, São Paulo, ISBN 978-85-7651-080-2, pp. 97-124, 2008.

P.A.V. Miranda, A.X. Falcão
Elucidating the relations among seeded image segmentation methods and their possible extensions,
Sibgrapi 2011 (XXIV Conference on Graphics, Patterns and Images),
Maceió, AL, Brazil, 2011, to appear.
P.A.V. Miranda, A.X. Falcão, T.V. Spina
The Riverbed Approach for User-steered Image Segmentation,
IEEE International Conference on Image Processing (ICIP),
Brussels, Belgium, 2011, to appear.
P.A.V. Miranda, A.X.Falcão, G.C.S. Ruppert, F.A.M. Cappabianco
How to fix any 3D segmentation interactively via Image Foresting Transform and its use in MRI brain segmentation,
In Proc. of the 8th IEEE Intl. Symp. on Biomedical Imaging (ISBI),
Chicago, IL, 2011, to appear.
K.C. Ciesielski, J.K. Udupa, A.X. Falcão, P.A.V. Miranda
Comparison of fuzzy connectedness and graph cut segmentation algorithms,
In Proceedings of SPIE on Medical Imaging: Image Processing,
2011, vol. 7962.
doi: 10.1117/12.872522
J.K. Udupa, D. Odhner, A.X. Falcão, K.C. Ciesielski, P.A.V. Miranda, P. Vaideeswaran, S. Mishra, G.J. Grevera, B.Saboury, D.A. Torigian
Fuzzy Object Modeling,
In Proceedings of SPIE on Medical Imaging: Visualization, Image-Guided Procedures, and Modeling.
2011, vol. 7964.
doi: 10.1117/12.878273
P.A.V. Miranda, A.X. Falcão
Synergistic Delineation and Recognition of Objects in Images with Applications in Medicine,
Workshop of Theses and Dissertations of the 23rd SIBGRAPI: Conference on Graphics, Patterns and Images,
Gramado, RS, Brazil, August 30th-September 3rd, pp.438-443, 2010, awarded the 2nd place in the WTD.
P.A.V. Miranda, A.X. Falcão, G.C.S. Ruppert
How to complete any segmentation process interactively via Image Foresting Transform,
In Proc. of the 23rd SIBGRAPI: Conference on Graphics, Patterns and Images,
Gramado, RS, Brazil, Aug 2010, pp. 309-316.
P.A.V. Miranda, A.X. Falcão, J.K. Udupa
CLOUD BANK: A multiple Clouds model and its use in MR brain image segmentation,
In Proc. of the 6th IEEE Intl. Symp. on Biomedical Imaging (ISBI),
Boston, MA, 2009, pp. 506-509.
doi: 10.1109/ISBI.2009.5193095
T.V. Spina, J.A. Montoya-Zegarra, Paulo A.V. Miranda, A.X. Falcão
Improving user control with minimum involvement in user-guided segmentation by image foresting transform,
Intl. Conf. on Computer Analysis of Images and Patterns,
Münster, 2009, pp. 971-978.
doi: 10.1007/978-3-642-03767-2_118
T.V. Spina, J.A. Montoya-Zegarra, A.X. Falcão, P.A.V. Miranda
Fast interactive segmentation of natural images using the Image Foresting Transform,
16th International Conference on Digital Signal Processing (DSP),
Santorini, Greece, 2009, pp. 1-8.
doi: 10.1109/ICDSP.2009.5201044
P.A.V. Miranda, A.X. Falcão, J.K. Udupa
CLOUDS: A Model for Synergistic Image Segmentation,
In Proc. of the 5th IEEE Intl. Symp. on Biomedical Imaging: From Nano to Macro (ISBI),
Paris, France, May 14th-17th 2008, pp. 209-212.
P. A. V. Miranda, A. X. Falcão
Image Segmentation by the Image Foresting Transform,
XX Concurso de Teses e Dissertações
XXVII Congresso da Sociedade Brasileira de Computação
Rio de Janeiro, RJ, Brasil, 2007, pp. 2043-2047.
J.P. Papa, A. X. Falcão, P.A.V. Miranda, C.T.N. Suzuki, N.D.A. Mascarenhas
Design of Robust Pattern Classifiers based on Optimum-Path Forests,
In Proc. of the 8th Intl. Symposium on Mathematical Morphology (ISMM),
Rio de Janeiro, RJ, Brazil, Oct 2007, pp. 337-348.
F.A. Andaló, P.A.V. Miranda, R.S. Torres, A.X. Falcão
A new shape descriptor based on Tensor Scale,
In Proc. of the 8th Intl. Symposium on Mathematical Morphology (ISMM),
Rio de Janeiro, RJ, Brazil, Oct 2007, pp. 141-152.
F.A. Andaló, P.A.V. Miranda, R.S. Torres, A.X. Falcão
Detecting Contour Saliences using Tensor Scale,
In Proc. of the 14th IEEE Intl. Conf. on Image Processing,
San Antonio, Texas, USA, Sep 2007, vol. 6, pp. 349-352.
Falcão, Alexandre X.; Miranda, Paulo A. V.; Rocha, Anderson,
A Linear-Time Approach for Image Segmentation Using Graph-Cut Measures,
Proceedings of the Advanced Concepts for Intelligent Vision Systems (ACIVS),
Antwerp, Belgium, Oct 2006, vol. 4179, pp. 138-149.
P.A.V. Miranda, F.P.G. Bergo, L.M. Rocha, A.X. Falcão,
Tree-pruning: A New Algorithm and its Comparative Analysis with
the Watershed Transform for Automatic Image Segmentation,
In Proc. of the 19th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI),
Manaus, MA, Brazil, Oct 2006, pp. 37-44.
P. Miranda, R. da S. Torres, A. X. Falcão,
TSD: A Shape Descriptor Based on a Distribution of Tensor Scale Local Orientation,
In Proc. of the 18th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI),
Natal, RN, Brazil, Oct 2005, pp. 139-146.
A.X. Falcão, P.A.V. Miranda, A. Rocha, F.P.G. Bergo,
Object Detection by κ-Connected Seed Competition,
In Proc. of the 18th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI),
Natal, RN, Brazil, Oct 2005, pp. 97-104.
A.X. Falcão, F.P.G. Bergo, P.A.V. Miranda,
Image segmentation by tree pruning,
In Proc. of the 17th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI),
Curitiba, PR, Brazil, Oct 2004, pp. 65-71.