Publications
Journal Papers
Multispectral Cooperative Partition Sequence Fusion for Joint Classification and Hierarchical Segmentation
F. Calderero, F. Eugenio, J. Marcello, F. Marques.
IEEE Geoscience and Remote Sensing Letters.
Volume 9 , Issue 6, Pages 1012 - 1016, 2012.
Multiview Depth Coding Based on Combined Color/Depth Segmentation.
J. Ruiz-Hidalgo, J.R. Morros, P. Aflaki, F. Calderero, F. Marqués.
Journal of Visual Communication and Image Representation.
Volume 23, Issue 1, Pages 42–52, January 2012.
Region Merging Techniques Using Information Theory Statistical Measures.
Felipe Calderero, Ferran Marqués.
IEEE Transactions on Image Processing Journal.
Volume 19 , Issue 6, Pages 1567 - 1586 , June 2010.
Book Chapters
Image Analysis and Understanding based on Information Theoretical Region Merging Approaches for Segmentation and Cooperative Fusion
Felipe Calderero, Ferran Marqués.
Handbook of Research on Computational Intelligence for Engineering, Science, and Business. IGI Global.
Conference Papers
Region merging parameter dependency as information diversity to create sparse hierarchies of partitions.
Felipe Calderero, Ferran Marqués.
Proceedings ICIP 2010 (International Conference on Image Processing).
September 26-29 th, 2010. Hong Kong.
Comparison of Statistical Methods for Studying Brain Regional Connections in Weighted Brain Networks.
Dafnis Batalle, Felipe Calderero, Eduard Gratacos, Ivan Amat-Roldan.
Human Brain Mapping 2010, 16th Annual Meeting.
June 6-10 th, 2010. Barcelona, Spain.
Performance Evaluation of Probability Density Estimators for Unsupervised Information Theoretical Region Merging.
Felipe Calderero, Ferran Marqués, Antonio Ortega.
Proceedings ICIP 2009 (International Conference on Image Processing).
November 7-10 th, 2009. Cairo, Egypt.
Hierarchical Segmentation of Vegetation Areas in High Spatial Resolution Images by Fusion of Multispectral Information.
Felipe Calderero, Ferran Marqués, Javier Marcello, Francisco Eugenio.
Proceedings IGARSS 2009 (International Geoscience and Remote Sensing Symposium).
July 12-17 th, 2009. Cape Town, South Africa.
Hierarchical Fusion of Color and Depth Information at Partition Level by Cooperative Region Merging.
Felipe Calderero, Ferran Marqués.
Proceedings ICASSP 2009 (International Conference on Acoustics, Speech, and Signal Processing).
April 19-24 th, 2009. Taipei, Taiwan.
General Region Merging Approaches Based on Information Theory Statistical Measures.
Felipe Calderero, Ferran Marqués.
Proceedings ICIP 2008 (International Conference on Image Processing).
October 12-15 th, 2008. San Diego, USA.
General Region Merging Based on First Order Markov Information Theory Statistical Measures.
Felipe Calderero, Ferran Marqués.
Proceedings EUSIPCO 2008 (16 th European Signal Processing Conference).
August 25-29 th, 2008. Laussane, Switzerland.
Object-Based Evaluation of Hierarchical Region-Based Representations Based on Information Theory Statistical Measures.
Felipe Calderero, Ferran Marqués.
Best Student Paper Award.
Proceedings CBMI 2008 (International Sixth International Workshop on Content-Based Multimedia Indexing).
June 18-20 th, 2008. London, UK.
Multiple View Region Matching as a Lagrangian Optimization Problem.
Felipe Calderero, Ferran Marqués, Antonio Ortega.
Proceedings ICASSP 2007 (International Conference on Acoustics, Speech, and Signal Processing).
April 15-20 th, 2007. Honolulu, Hawaii, USA.
GMM-Based Multimodal Biometric Verification.
Yannis Stylianou, Yannis Pantazis, Felipe Calderero, Pedro Larroy, François Severin, Sascha Schimke, Rolando Bonal, Federico Matta, and Athanasios Valsamakis.
Final Report for the Proceedings of ENTERFACE’05 (Similar NoE Workshop on Multimodal Interfaces).
July 18th – August 12th, 2005. Mons, Belgium.
A Method to Reconstruct Activation Wavefronts Without Isotropy Assumptions Using a Level Sets Approach.
Felipe Calderero, Alireza Ghodrati, Dana H. Brooks, Gilead Tadmor, and Rob MacLeod.
Proceedings FIMH 2005 (Functional Imaging and Modeling of the Heart 2005).
June 2-4, 2005. Barcelona, Spain.
A Level Set Algorithm for the Inverse Problem of Electrocardiography.
Alireza Ghodrati, Felipe Calderero, Dana H. Brooks, Gilead Tadmor, Rob MacLeod.
Proceedings 38th Asilomar Conference on Signals, Systems and Computers.
November 7-10, 2004. Monterrey, California, USA.
PhD. Thesis
Information Theoretical Region Merging Approaches and Fusion of Hierarchical Segmentation Results.
Felipe Calderero (Advisor: Ferran Marques).
Image Processing Group.
Universitat Politècnica de Catalunya (UPC), Barcelona, Spain.
January 2005 - February, 2010.
Master Thesis
Level Sets Applied to Inverse Problem in Electrocardiography.
Felipe Calderero (Advisor: Dana H. Brooks).
Biomedical Signal Processing Laboratory.
Northeastern University, Boston.
February-October, 2004.
Other contributions
Comparison of statistical methods for studying brain regional connections in weighted brain networks.
Dafnis Batalle, Felipe Calderero, Emilia-Ruthy Acosta, Eduard Gratacos, Ivan Amat-Roldan
CIBERER (Centro de Investigación Biomédica en Red de Enfermedades Raras), 4th Annual Meeting. Madrid, Spain. October, 2010.
Contribution to the deliverable report: Report on Multimodal Analysis and Synthesis (M24).
SIMILAR Network of Excellence FP6-507609.
Ref: NoE FP6-507609\WP9\D23-M24\R, 82 pages, December 2005.
Felipe Calderero - Image Processing Group - UPF