2024
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Tito Arevalo-Ramirez, Anali Alfaro, Jose M. Saavedra, Matías
Recabarren, Mauricio Ponce-Donoso, José Delpiano. Exploring the
Potential of Reconstructed Multispectral Images for Urban Tree
Segmentation in Street View Images. IEEE Journal of Selected
Topics in Applied Earth Observations and Remote Sensing. 2024.
DOI:
link
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Tito Arevalo-Ramirez, Anali Alfaro, José Figueroa, Mauricio
Ponce-Donoso, José M. Saavedra, Matías Recabarren, José
Delpiano. Challenges for computer vision as a tool for screening
urban trees by street-view images. Urban Forestry & Urban
Greening. 2024. DOI:
link
2023
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Tomás de la Sotta, Violeta Chang, Benjamín Pizarro, Héctor
Henriquez, Nicolás Alvear, Jose M. Saavedra. Impact of attention
mechanisms for organ segmentation in chest x-ray images over
U-Net model. Multimedia Tools and Applications. 2023. DOI:
link
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Diego Donoso, Jose M. Saavedra Survey on Sketch-to-photo
Translation. ACM Computing Surveys. 2023. DOI:
link
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Guillermo Martínez, Jose M. Saavedra, Nils Murrugarra-LLerena
VETE: improving visual embeddings through text descriptions for
eCommerce search engines. Multimedia Tools and Applications.
2023. DOI:
link
2022
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Jose M. Saavedra, Javier Morales, Nils Murrugarra-LLerenm
SBIR-BYOL: a self-supervised sketch-based image retrieval model.
Neural Computing and Applications. 2022. DOI:
link
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Pablo Pizarro, Nancy Hitschfeld, Jose M. Saavedra, and Ivan
Sipriran. Automatic floor plan analysis and recognition: A
Review. Automation in Construction. 2022. DOI:
link
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Lukas Pavez, Jose M. Saavedra. NL-FCOS: Improving FCOS through
Non-Local Modules for Object Detection. International Conference
on Pattern Recognition. 2022. DOI:
link
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Javier Morales, Jose M. Saavedra, Nils Murrugarra-Llerena.
Leveraging Unlabeled Data for Sketch-based Understanding.
Proceedings of the IEEE/CVF Conference on Computer Vision and
Pattern Recognition (CVPR) Workshops. 2022. DOI:
link
2021
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Andre Gustavo Hochuli, Alceu S. Britto, David A SajiS, Jose M.
Saavedra, Robert Sabourin and Luiz Eduardo Soares de Oliveira. A
Comprehensive Comparison of End-to-End Approaches for
Handwritten Digit String Recognition. Expert Systems with
Applications (ESWA), 2021. DOI:
link
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Pablo Torres, Jose M. Saavedra. Compact and Effective
Representations for Sketch-based Image Retrieval. Proceedings of
the IEEE/CVF Conference on Computer Vision and Pattern
Recognition (CVPR) Workshops. DOI:
link
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Anibal Fuentes, Jose M. Saavedra. Sketch-QNet: A Quadruplet
ConvNet for Color Sketch-based Image Retrieval. Proceedings of
the IEEE/CVF Conference on Computer Vision and Pattern
Recognition (CVPR) Workshops. DOI:
link
2020
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Ignacio Ubeda, Jose M. Saavedra, Stéphane Nicolas, Caroline
Petitjean and Laurent Heutte. Improving Pattern Spotting in
Historical Documents Using Feature Pyramid Networks. Pattern
Recognition Letters (PRL), 2020. DOI:
link
2019
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Fabian Souto, Jose M. Saavedra. DLDENet: Deep Local Directional
Embeddings with Increased Foreground Focal Loss for object
detection. 38th International Conference of the Chilean Computer
Science Society (SCCC), Chile, 2019. DOI:
link
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Ignacio Ubeda, Jose M. Saavedra, Stéphane Nicolas, Caroline
Petitjean and Laurent Heutte. Pattern Spotting in Historical
Documents Using Convolutional Models. 5th International Workshop
on Historical Document Imaging and Processing HIP'19 (ICDAR),
Sydney, Australia, 2019. DOI:
link
2016
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Domingo Mery, Erick Svec, Marco Arias, Vladimir Riffo, Jose M.
Saavedra, and Sandipan Banerjee. Modern Computer Vision
Techniques for X-Ray Testing in Baggage Inspection. IEEE
Transactions on Systems, Man, and Cybernetics Systems, 2016.
DOI:
link
2015
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Jose M. Saavedra. RST-SHELO: Sketch-based image retrieval using
sketch tokens and square root normalization. Multimedia Tools
and Applications MTAP, Springer, 2015. DOI:
link
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Juan Manuel Barrios, Jose M. Saavedra. Score Propagation based
on Similarity Shot Graph for Improving Visual Object Retrieval.
3rd International Workshop on Speech, Language and Audio in
Multimedia, ACM Multimedia, Brisbane, Australia, 2015. DOI:
link
2014
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Violeta Chang, Jose M. Saavedra, Victor Castañeda, Luis Sarabia,
Nancy Hitschfeld, Steffen Härtel. Gold-standard and improved
framework for sperm head segmentation. Computer Methods and
Programs in Biomedicine CMPB, 2014. DOI:
link
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Jose M. Saavedra. Handwritten Digit Recognition based on Pooling
SVM-Classifiers using Orientation and Concavity based Features.
Iberoamerican Conference on Pattern Recognition (CIARP), Puerto
Vallarta, Mexico, 2014. DOI:
link
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Markus Diem, Stefan Fiel, Florian Kleber, Robert Sablatnig, Jose
M. Saavedra, David Contreras, Juan Manuel Barrios, Luiz S.
Oliveira. ICFHR 2014 Competition on Handwritten Digit String
Recognition in Challenging Datasets (HDSRC 2014). International
Conference on Frontiers in Handwriting Recognition ICFHR 14,
Greece, 2014. DOI:
link
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Jose M. Saavedra. Sketch Based Image Retrieval Using a Soft
Computation of the Histogram of Edge Local Orientations
(S-HELO). International Conference on Image Processing ICIP,
Paris, 2014. DOI:
link
2013
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Bo Li , Yijuan Lu, Afzal Godil, Tobias Schreck, Benjamin Bustos,
Alfredo Ferreira, Takahiko Furuya, Manuel J. Fonseca, Henry
Johan, Takahiro Matsuda, Ryutarou Ohbuchi, Pedro B. Pascoal,
Jose M. Saavedra. A comparison of methods for sketch-based 3D
shape retrieval. Computer Vision and Image Understanding (CVIU),
September, 2013. DOI:
link
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Jose M. Saavedra, Benjamin Bustos. Sketch-based Image Retrieval
Using Keyshapes. Multimedia Tools and Applications, Springer
2013. DOI:
link
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Bo Li, Yijuan Lu, Afzal Godil, Tobias Schreck, Masaki Aono,
Henry Johan, Jose M. Saavedra , Shoki Tashiro. SHREC 13 Track:
Large Scale Sketch-Based 3D Shape Retrieval. Proceedings of
Eurographics Workshop on 3D Object Retrieval 2013. Girona-Spain.
DOI:
link
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Jose M. Saavedra, Benjamin Bustos, Violeta Chang. An Accurate
Hand Segmentation Approach using a Structure based Shape
Localization Technique. International Conference on Computer
Vision Theory and Applications (VISAPP, 2013). Barcelona-Spain.
DOI:
link
2012
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B. Li, A. Godil, T. Schreck, M. Alexa, T. Boubekeur, B. Bustos,
J. Chen, M. Eitz, T. Furuya, K. Hildebrand, S. Huang, H. Johan,
A. Kuijper, R. Ohbuchi, R. Richter, J. M. Saavedra, M. Sherer,
T. Yanagimachi, G. J. Yoon, S. M. Yoon. SHREC 12 Track:
Sketch-Based 3D Shape Retrieval. Proceedings of Eurographics
Workshop on 3D Object Retrieval 2012. Cagliari-Italy. DOI:
link
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J. M. Saavedra, B. Bustos, T. Shreck, S. Yoon, M. Sherer.
Sketch-based 3D Model Retrieval using Keyshapes for Global and
Local Representation. Eurographics Workshop on 3D Object
Retrieval 2012. Cagliari-Italy. DOI:
link
2011
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Jose M. Saavedra, Benjamin Bustos, Maximilian Scherer, Tobias
Schreck. STELA: Sketch-Based 3D Model Retrieval using a
Structure-Based Local Approach. ACM International Conference on
Mulimedia Retrieval 2011 , Trento-Italy. DOI:
link
2010
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Jose M. Saavedra, Benjamin Bustos An Improved Histogram of Edge
Local Orientations for Sketch-Based Image Retrieval, In Michael
Goesele, Stefan Roth, Arjan Kuijper, Bernt Schiele, Konrad
Schindler (ed.), 32nd Annual Symposium of the German Association
for Pattern Recognition (DAGM), pp. 432-441, Sep 2010.
Darmstadt, Germany. DOI:
link
