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Juan C. Caicedo
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Publications
- 2019
- [i3]Fabio A. González, Juan C. Caicedo:
Quantum Latent Semantic Analysis. CoRR abs/1903.03082 (2019) - 2014
- [j7]Juan C. Caicedo, Jorge A. Vanegas, Fabian Páez, Fabio A. González:
Histology image search using multimodal fusion. J. Biomed. Informatics 51: 114-128 (2014) - 2013
- [j6]Jorge E. Camargo, Juan C. Caicedo, Fabio A. González:
A kernel-based framework for image collection exploration. J. Vis. Lang. Comput. 24(1): 53-67 (2013) - 2012
- [j5]Juan C. Caicedo, Jaafar Ben-Abdallah, Fabio A. González, Olfa Nasraoui:
Multimodal representation, indexing, automated annotation and retrieval of image collections via non-negative matrix factorization. Neurocomputing 76(1): 50-60 (2012) - [c18]Juan C. Caicedo, Fabio A. González:
Online Matrix Factorization for Multimodal Image Retrieval. CIARP 2012: 340-347 - [c17]Jorge A. Vanegas, Juan C. Caicedo, Jorge E. Camargo, Raúl Ramos-Pollán, Fabio A. González:
Bioingenium at ImageCLEF 2012: Text and Visual Indexing for Medical Images. CLEF (Online Working Notes/Labs/Workshop) 2012 - [c16]Raúl Ramos-Pollán, Fabio A. González, Juan C. Caicedo, Angel Cruz-Roa, Jorge E. Camargo, Jorge A. Vanegas, Santiago A. Perez, José David Bermeo, Juan Sebastian Otálora Montenegro, Paola K. Rozo, John Edison Arevalo Ovalle:
BIGS: A framework for large-scale image processing and analysis over distributed and heterogeneous computing resources. eScience 2012: 1-8 - [c15]Juan C. Caicedo, Fabio A. González:
Multimodal fusion for image retrieval using matrix factorization. ICMR 2012: 56 - 2011
- [j4]Angel Cruz-Roa, Juan C. Caicedo, Fabio A. González:
Visual pattern mining in histology image collections using bag of features. Artif. Intell. Medicine 52(2): 91-106 (2011) - [j3]Juan C. Caicedo, Fabio A. González, Eduardo Romero:
Content-based histopathology image retrieval using a kernel-based semantic annotation framework. J. Biomed. Informatics 44(4): 519-528 (2011) - [c13]Fabio A. González, Juan C. Caicedo:
Quantum Latent Semantic Analysis. ICTIR 2011: 52-63 - [c12]Jorge A. Vanegas, Juan C. Caicedo, Fabio A. González, Eduardo Romero:
Histology Image Indexing Using a Non-negative Semantic Embedding. MCBR-CDS 2011: 80-91 - 2010
- [c11]Jorge E. Camargo, Juan C. Caicedo, Anyela M. Chavarro, Fabio A. González:
A kernel-based strategy for exploratory image collection search. CBMI 2010: 1-6 - [c10]Fabio A. González, Juan C. Caicedo, Olfa Nasraoui, Jaafar Ben-Abdallah:
NMF-based multimodal image indexing for querying by visual example. CIVR 2010: 366-373 - [c9]José G. Moreno, Juan C. Caicedo, Fabio A. González:
Bioingenium at ImageClefmed 2010: A Latent Semantic Approach. CLEF (Notebook Papers/LABs/Workshops) 2010 - [c8]Jorge E. Camargo, Juan C. Caicedo, Fabio A. González:
Multimodal Image Collection Visualization Using Non-negative Matrix Factorization. ECDL 2010: 429-432 - [c7]Juan C. Caicedo, José G. Moreno, Edwin A. Niño, Fabio A. González:
Combining visual features and text data for medical image retrieval using latent semantic kernels. Multimedia Information Retrieval 2010: 359-366 - [c6]Jaafar Ben-Abdallah, Juan C. Caicedo, Fabio A. González, Olfa Nasraoui:
Multimodal Image Annotation Using Non-negative Matrix Factorization. Web Intelligence 2010: 128-135 - 2009
- [c5]Juan C. Caicedo, Angel Cruz-Roa, Fabio A. González:
Histopathology Image Classification Using Bag of Features and Kernel Functions. AIME 2009: 126-135 - [c4]Angel Cruz-Roa, Juan C. Caicedo, Fabio A. González:
Visual Pattern Analysis in Histopathology Images Using Bag of Features. CIARP 2009: 521-528 - 2008
- [j1]Edwin A. Niño, Juan C. Caicedo, Fabio A. González:
Recuperación de Imágenes Médicas por Contenido usando Indexamiento Métrico. Rev. Avances en Sistemas Informática 5(1): 73-79 (2008) - [c3]Juan C. Caicedo, Fabio A. González, Eduardo Romero:
A Semantic Content-Based Retrieval Method for Histopathology Images. AIRS 2008: 51-60 - 2007
- [c2]Juan C. Caicedo, Fabio A. González, Eduardo Romero:
Content-Based Medical Image Retrieval Using Low-Level Visual Features and Modality Identification. CLEF 2007: 615-622 - [c1]Juan C. Caicedo, Fabio A. González, Edwin Triana, Eduardo Romero:
Design of a Medical Image Database with Content-Based Retrieval Capabilities. PSIVT 2007: 919-931
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