Julia Diaz-Escobar

Deep-learning based detection of COVID-19 using lung ultrasound imagery

Julia Diaz-Escobar, Nelson E. Ordóñez-Guillén, Salvador Villarreal‐Reyes et al. · PLoS ONE · 2021 · 128 citations · Full text

Classification and Characterization of Damage in Composite Laminates Using Electrical Resistance Tomography and Supervised Machine Learning

Julia Diaz-Escobar, Paulina Diaz Montiel, Satchi Venkataraman et al. · Structural Control and Health Monitoring · 2023 · 23 citations · Full text

Damage Mechanism, Engineering, Machine Learning +12

Natural Scene Text Detection and Segmentation Using Phase-Based Regions and Character Retrieval

Julia Diaz-Escobar, Vitaly Kober · Mathematical Problems in Engineering · 2020 · 14 citations · Full text

Document Processing, Computer Vision Communities, Image Analysis +14

LUIFT: LUminance Invariant Feature Transform

Julia Diaz-Escobar, Vitaly Kober, José A. González-Fraga · Mathematical Problems in Engineering · 2018 · 12 citations · Full text

Image Analysis, Machine Vision, Feature Detection +11

A robust HOG-based descriptor for pattern recognition

Julia Diaz-Escobar, Vitaly Kober · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 2016 · 10 citations

Gradient Orientation, Image Classification, Machine Vision +14