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JOSE MANUEL SAAVEDRA RONDO

Assistant Professor

Andes

Santiago, Chile

Líneas de Investigación


Computer Vision; Machine Learning; Self-supervised deep learning

Educación

  •  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

Experiencia Académica

  •   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

Experiencia Profesional

  •   Investigador Full Time

    Orand

    Santiago, Chile

    2012 - 2018

Formación de Capital Humano


Supervision of Posgraduate Thesis

2024
- Evaluation Of Convolutional and Attentional Modules For One-Shot Object Detection. Author: Cristóbal Loyola. Thesis to obtain the Master degree at DCC-UChile
- Self-Supervised Sketch-Based Detection With Application In Historical Document Spotting. Author: Christopher Stears. Thesis to obtain the Master in Data Science at UChile
- Espacio Vectorial Visuo-Semántico Común para la Búsqueda de Imágenes a Partir de Dibujos Common Visual-Semantic Vector Space For Sketch Based Image Retrieval. Author: Francisco Clavero. Thesis to obtain the Master degree at DCC-UChile
- Generative Models For Translating Colored Sketches To Photorealistic Images In The E-Commerce Context. Author: Diego Donoso. Thesis to obtain the Master degree at DCC-UChile
2020
- Pattern Spotting in Historical Documents using Convolutional Models. Author: Ignacio Úbeda. Thesis to obtain the Master degree at DII-UChile
2020
- Deep Local Directional Embeddings para detección de objetos. Author: Fabián Souto. Thesis to obtain the Master degree in Computer Science at DCC-UChile}
2020
- Mejora de la Generalización de Clasificadores Convolucionales ya entrenados, usando
- Feedback Visual de Usuario. Author: Andrés Ferrada. Thesis to obtain the Master degree in Computer Science at DCC-UChile}
2018
Using Automatic Clothing Labeling to Improve The Quality of Clothing Retrieval Systems. Author: Camila Álvarez. Thesis to obtain the Master degree in Computer Science at DCC-UChile


Difusión y Transferencia


Patent
https://patents.google.com/patent/WO2017020140A1/es


Premios y Distinciones

  •   Best Student

    Universidad Nacional de Trujillo

    Peru, 2001

    Top 1 student in the generation


 

Article (11)

Challenges for computer vision as a tool for screening urban trees through street-view images
Exploring the Potential of Reconstructed Multispectral Images for Urban Tree Segmentation in Street View Images
Survey on Sketch-to-photo Translation
Impact of attention mechanisms for organ segmentation in chest x-ray images over U-Net model
VETE: improving visual embeddings through text descriptions for eCommerce search engines
A comprehensive comparison of end-to-end approaches for handwritten digit string recognition
Improving pattern spotting in historical documents using feature pyramid networks
Modern Computer Vision Techniques for X-Ray Testing in Baggage Inspection
RST-SHELO: sketch-based image retrieval using sketch tokens and square root normalization
A comparison of methods for sketch-based 3D shape retrieval
Gold-standard and improved framework for sperm head segmentation

ConferencePaper (12)

DLDENet: Deep Local Directional Embeddings with Increased Foreground Focal Loss for object detection
Pattern Spotting in Historical Documents Using Convolutional Models
Score propagation based on Similarity Shot Graph for improving Visual Object Retrieval
Handwritten digit recognition based on pooling SVM-classifiers using orientation and concavity based features
ICFHR 2014 Competition on Handwritten Digit String Recognition in Challenging Datasets (HDSRC 2014)
Sketch based image retrieval using a soft computation of the histogram of edge local orientations (S-HELO)
An accurate hand segmentation approach using a structure based shape localization technique
Shrec'13 track: Large scale sketch-based 3D shape retrieval
SHREC'12 track: Sketch-based 3D shape retrieval
Sketch-based 3D model retrieval using keyshapes for global and local representation
STELA: Sketch-based 3D model retrieval using a structure-based local approach
An improved histogram of edge local orientations for sketch-based image retrieval

Patent (1)

Sketch-based Image Searching System using Cell-Orientation Histograms and Outline Extraction based on Medium-Level Features

Proyecto (3)

Dynamic Selection of Classifiers with application in real environmetns
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
Reconocimiento de Texto Manuscrito, Verificación de Autenticidad y Aseguramiento de Integridad de Documentos Digitales
22
JOSE SAAVEDRA

Assistant Professor

Facultad de Ingenería y Ciencias Aplicadas

Andes

Santiago, Chile

4
Benjamin Bustos

UNIVERSIDAD DE CHILE, DEPARTAMENTO DE CIENCIAS DE LA COMPUTACIÓN

Santiago, Chile

2
Hernán Ponce

Investigador

Arbologia SpA

Talca, Chile

2
Jose Delpiano

Profesor Asociado

UNIVERSIDAD DE LOS ANDES

Santiago, Chile

1
Violeta Chang

Profesora asistente

Ingeniería Informática

Universidad de Santiago de Chile

Santiago, Chile

1
Hector Henriquez

Radiólogo coordinador académico

Radiología

Clinica Santa María

Santiago, Chile

1
Tito Arévalo

Assistant Professor

Mecánica-Electrónica

Pontificia Universidad Católica de Chile

Santiago, Chile

1
Analí Alfaro

Profesor

Informática

Universidad de Santiago de Chile

Santiago, Chile