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JOSE MANUEL SAAVEDRA RONDO

Assistant Professor

Andes

Santiago, Chile

Computer Vision; Machine Learning; Self-supervised deep learning

Doctorado en Ciencias, mención Computación, UNIVERSIDAD DE CHILE. Chile, 2013
Maestría en Ciencias de la Computación, Universidad Nacional de Trujillo. Peru, 2006
Bachillerato en Ciencias de la Computación, Universidad Nacional de Trujillo. Peru, 2001
Ingeniero Informático, Universidad Nacional de Trujillo. Peru, 2001

Profesor Full Time

Univeridad Nacional de Trujillo

Cienicas Físicas y Matemáticas

Trujilo, Peru

2001 - 2009
Académico Part Time

UNIVERSIDAD DE CHILE

Ciencias Físicas y Matemáticas

Santiago, Chile

2013 - A la fecha
Académico Part Time

PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

Ciencias Físicas y Matemáticas

Santiago, Chile

2014 - 2015
Assistant Professor Full Time

UNIVERSIDAD DE LOS ANDES

Ingeniería y Ciencias Aplicadas

Santiago, Chile

2021 - A la fecha

Investigador Full Time

Orand

Santiago, Chile

2012 - 2018

Best Student

Universidad Nacional de Trujillo

Peru, 2001

Top 1 student in the generation


Impact of attention mechanisms for organ segmentation in chest x-ray images over U-Net model de la Sotta, Tomas; Chang, Violeta; Pizarro, Benjamin; Henriquez, Hector; Alvear, Nicolas; Saavedra, Jose M. Article ISI MULTIMEDIA TOOLS AND APPLICATIONS (2023)
A comprehensive comparison of end-to-end approaches for handwritten digit string recognition Hochulli, Andre; Britto Jr, Alceu; Saji, David A.; Saavedra, Jose M.; Sabourin, Robert; Oliveira, Luis S. Article EXPERT SYSTEMS WITH APPLICATIONS (2021)
Improving pattern spotting in historical documents using feature pyramid networks Ãšbeda I.; Saavedra J.M.; Nicolas S.; Petitjean C.; Heutte L. Article ISI SCOPUS (2020)
Modern Computer Vision Techniques for X-Ray Testing in Baggage Inspection Mery D.; Svec E.; Arias M.; Riffo V.; Saavedra J.M.; Banerjee S. Article ISI SCOPUS IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS (2017)
RST-SHELO: sketch-based image retrieval using sketch tokens and square root normalization Saavedra J.M. Article SCOPUS Multimedia Tools and Applications (2015)
A comparison of methods for sketch-based 3D shape retrieval Li, Bo; Lu, Yijuan; Godil, Afzal; Schreck, Tobias; Bustos, Benjamin; Ferreira, Alfredo; Furuya, Takahiko; Fonseca, Manuel J.; Johan, Henry; Matsuda, Takahiro; Ohbuchi, Ryutarou; Pascoal, Pedro B.; Saavedra, Jose M. Article Computer Vision and Image Understanding (2014)
Gold-standard and improved framework for sperm head segmentation Chang, Violeta; Saavedra, Jose M.; Castañeda, Victor; Sarabia, Luis; Hitschfeld, Nancy; Härtel, Steffen Article Computer Methods and Programs in Biomedicine (2014)
Sketch-based image retrieval using keyshapes Saavedra, Jose M.; Bustos, Benjamin Article Multimedia Tools and Applications (2014)


DLDENet: Deep Local Directional Embeddings with Increased Foreground Focal Loss for object detection Herrera F.S.; Saavedra J.M. ConferencePaper SCOPUS Proceedings - International Conference of the Chilean Computer Science Society, SCCC (2019)
Pattern Spotting in Historical Documents Using Convolutional Models Ãšbeda I.; Saavedra J.M.; Nicolas S.; Petitjean C.; Heutte L. ConferencePaper ISI SCOPUS PROCEEDINGS OF THE 2019 WORKSHOP ON HISTORICAL DOCUMENT IMAGING AND PROCESSING (HIP' 19) (2019)
Score propagation based on Similarity Shot Graph for improving Visual Object Retrieval Barrios J.M.; Saavedra J.M. ConferencePaper SCOPUS SLAM 2015 - Proceedings of the 2015 Workshop on Speech, Language and Audio in Multimedia, co-located with ACM MM 2015 (2015)
Handwritten digit recognition based on pooling SVM-classifiers using orientation and concavity based features Saavedra J.M. ConferencePaper SCOPUS Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2014)
ICFHR 2014 Competition on Handwritten Digit String Recognition in Challenging Datasets (HDSRC 2014) Diem M.; Fiel S.; Kleber F.; Sablatnig R.; Saavedra J.M.; Contreras D.; Barrios J.M.; Oliveira L.S. ConferencePaper SCOPUS Proceedings of International Conference on Frontiers in Handwriting Recognition, ICFHR (2014)
Sketch based image retrieval using a soft computation of the histogram of edge local orientations (S-HELO) Saavedra J.M. ConferencePaper SCOPUS 2019 11th International Symposium on Advanced Topics in Electrical Engineering, ATEE 2019 (2014)
An accurate hand segmentation approach using a structure based shape localization technique Saavedra J.M.; Bustos, B; Chang V. ConferencePaper SCOPUS VISAPP 2013 - Proceedings of the International Conference on Computer Vision Theory and Applications (2013)
Shrec'13 track: Large scale sketch-based 3D shape retrieval Li B.; Lu Y.; Godil A.; Schreck, T; Aono M.; Johan H.; Saavedra J.M.; Tashiro S. ConferencePaper SCOPUS Eurographics Workshop on 3D Object Retrieval, EG 3DOR (2013)
SHREC'12 track: Sketch-based 3D shape retrieval Li B.; Schreck, T; Godil A.; Alexa M.; Boubekeur T.; Bustos, B; Chen, J.; Eitz M.; Furuya T.; Hildebrand K.; Huang S.; Johan H.; Kuijper A.; Ohbuchi R.; Richter R.; Saavedra J.M.; Scherer M.; Yanagimachi T.; Yoon G.J.; Yoon S.M. ConferencePaper SCOPUS Eurographics Workshop on 3D Object Retrieval, EG 3DOR (2012)
Sketch-based 3D model retrieval using keyshapes for global and local representation Saavedra J.M.; Bustos, B; Schreck, T; Yoon S.; Scherer M. ConferencePaper SCOPUS Eurographics Workshop on 3D Object Retrieval, EG 3DOR (2012)
STELA: Sketch-based 3D model retrieval using a structure-based local approach Saavedra J.M.; Bustos, B; Scherer M.; Schreck, T ConferencePaper SCOPUS Proceedings of the 1st ACM International Conference on Multimedia Retrieval, ICMR'11 (2011)
An improved histogram of edge local orientations for sketch-based image retrieval Saavedra J.M.; Bustos, B ConferencePaper SCOPUS Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2010)


Sketch-based Image Searching System using Cell-Orientation Histograms and Outline Extraction based on Medium-Level Features Saavedra, Jose M. Patent (2020)


Dynamic Selection of Classifiers with application in real environmetns PCI (14STIC-01) Proyecto 2014-2015 Investigador(a)
Desarrollo de nuevas tecnologías basadas en visión computacional para mejorar los canales de entrega de servicios en la industria bancaria y del retail así como para acercar la tecnología basada en búsqueda de imágenes a grupos minoritarios PAI (781204025) Proyecto 2013-2015 Inv. Responsable
Reconocimiento de Texto Manuscrito, Verificación de Autenticidad y Aseguramiento de Integridad de Documentos Digitales CORFO, I+D APLICADA (12IDL2-16293) Proyecto 2012-2014 Investigador(a)