Eduardo-José Villegas-Jaramillo

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 5

Top Topics

Defect Detection

Parallel Implementation

Intersection Points

Multiple Instance Learning

Top Venues

DCAI (Special Sessions)

Publications

Eduardo-José Villegas-Jaramillo, Mauricio Orozco-Alzate
An Inexactly Supervised Methodology Based on Multiple Instance Learning, Convolutional Neural Networks, and Dissimilarities for Interpretable Defect Detection and Localization on Textured Surfaces. IEEE Access 11 (2023)
Eduardo-José Villegas-Jaramillo, Ana-Lorena Uribe-Hurtado, Mauricio Orozco-Alzate
Multi-core Parallelization of Point Set Dissimilarities for Accelerating the Comparison of Bags with Many Instances. DCAI (2022)
Ana-Lorena Uribe-Hurtado, Eduardo-José Villegas-Jaramillo, Mauricio Orozco-Alzate
Parallel Implementation of Nearest Feature Line and Rectified Nearest Feature Line Segment Classifiers Using OpenMP. DCAI (2020)
Eduardo-José Villegas-Jaramillo, Mauricio Orozco-Alzate
Computational Analysis of Multiple Instance Learning-Based Systems for Automatic Visual Inspection: A Doctoral Research Proposal. DCAI (Special Sessions) (2018)
Mauricio Orozco-Alzate, Eduardo-José Villegas-Jaramillo, Ana-Lorena Uribe-Hurtado
A Block-separable Parallel Implementation for the Weighted Distribution Matching Similarity Measure. DCAI (2017)