RETA CASTRO, CAROLINA
CIENCIAS TECNOLÓGICAS · Nivel 1
Desde 2017 es en Centro de Tecnología Avanzada AC
I am a CONACYT Research Fellow at CIATEQ A. C. and member of the National Research System (SNI) of Mexico,...
I am a CONACYT Research Fellow at CIATEQ A. C. and member of the National Research System (SNI) of Mexico, Level I. My work focuses on the research and development of augmented reality software for the manufacturing engineering field. I obtained my M.Sc. and Ph.D. degrees in Computer Science in 2009 and 2014, respectively, from the National Institute for Astrophysics, Optics, and Electronics (INAOE), Mexico. In my M.Sc. thesis, I proposed algorithms for the segmentation and classification of bone marrow cells images for medical diagnosis of acute leukemias. In my Ph.D. thesis, I proposed algorithms which deal with the problem of tracking multiple people in uncontrolled scenarios for their application in automatic video surveillance systems. I also collaborated on a digital image processing project applied in the field of Astronomy for the detection and identification of peculiar objects in astronomical images.
My research is focused on the areas of computer vision, augmented reality, and machine learning. Topics of interest include object recognition, object tracking, image indexing, data mining on images, among others. I am also interested in the development of innovative computer vision applications for the medical and the manufacturing engineering fields.
Índice de visibilidad digital v1.0 · Mide qué tan completo está el perfil, no la calidad académica. Escala: 0–39 incompleto · 40–79 intermedio · 80–100 completo. ¿Cómo se calcula? · ¿Te falta un dato? Avísanos
| Nombre | CAROLINA RETA CASTRO |
|---|---|
| Área | INGENIERÍAS Y DESARROLLO TECNOLÓGICO |
| Campo | CIENCIAS TECNOLÓGICAS |
| Disciplina | COMPUTACIÓN |
| Especialidad | SISTEMAS COMPUTACIONALES |
| CVU | 235176 |
| Institución | |
|---|---|
| Tipo de institución | Pública |
| Dependencia | NO APLICA |
| Entidad | NO APLICA |
| Nivel | 1 |
| Vigencia | Inicio: 01/01/2025 |
| Fin: 31/12/2029 |
Evolución en el SNII
- Nivel I: 2016–2026
Publicaciones ORCID
- 2018
- Color Uniformity Descriptor: An efficient contextual color representation for image indexing and retrieval Journal of Visual Communication and Image Representation
- Improving content-based image retrieval for heterogeneous datasets using histogram-based descriptors Multimedia Tools and Applications
- 2015
- Three hypothesis algorithm with occlusion reasoning for multiple people tracking Journal of Electronic Imaging
- Correction: Segmentation and Classification of Bone Marrow Cells Images Using Contextual Information for Medical Diagnosis of Acute Leukemias PLoS ONE
- Segmentation and Classification of Bone Marrow Cells Images Using Contextual Information for Medical Diagnosis of Acute Leukemias PLoS ONE
- 2013
- Occlusion Model from Human Interaction Analysis for Tracking Multiple People
- 2012
- Acute leukemia classification by ensemble particle swarm model selection Artificial Intelligence in Medicine
- 2011
- On the Implementation of a Hardware Architecture for an Audio Data Hiding System Journal of Signal Processing Systems
- Leukocytes Segmentation Using Markov Random Fields Software Tools and Algorithms for Biological Systems · ISBN 978-1-4419-7046-6
- 2010
- Segmentation of bone marrow cell images for morphological classification of acute leukemia Proceedings of the 23rd International Florida Artificial Intelligence Research Society Conference, FLAIRS-23