Browsing by Author "Ochoa Ruíz, Gilberto"

Now showing items 1-5 of 5

    • A prostate MRI segmentation tool based on active contour models using a gradient vector flow 

      Rodríguez, Joaquín; Ochoa Ruíz, Gilberto; Mata Miquel, Cristian (Multidisciplinary Digital Publishing Institute, 2020-09-04)
      Article
      Open Access
      Medical support systems used to assist in the diagnosis of prostate lesions generally related to prostate segmentation is one of the majors focus of interest in recent literature. The main problem encountered in the diagnosis ...

    • Computer vision-based characterization of large-scale jet flames using a synthetic infrared image generation approach 

      Pérez Guerrero, Carmina; Ciprián Sánchez, Jorge Francisco; Palacios, Adriana; Ochoa Ruíz, Gilberto; González Mendoza, Miguel; Foroughi, Vahid; Pastor Ferrer, Elsa; Rodríguez Hernández, Gerardo (Elsevier, 2024-01-01)
      Article
      Restricted access - publisher's policy
      Different kinds of fire accidents can occur during industrial activities that involve hazardous materials, such as jet fires, which are often involved in a process known as a domino effect that generates a sequence of other ...

    • Experimental large-scale jet flames’ geometrical features extraction for risk management using infrared images and deep learning segmentation methods 

      Pérez Guerrero, Carmina; Palacios, Adriana; Ochoa Ruíz, Gilberto; Foroughi, Vahid; Pastor Ferrer, Elsa; González Mendoza, Miguel; Falcón Morales, Luis Eduardo (2022-12-01)
      Article
      Restricted access - publisher's policy
      Jet fires are relatively small and have the least severe effects among the diverse fire accidents that can occur in industrial plants; however, they are usually involved in a process known as the domino effect, that leads ...

    • FAU-Net: an attention U-Net extension with feature pyramid attention for prostate cancer segmentation 

      Quihui Rubio, Pablo Cesar; Flores Araiza, Daniel; González Mendoza, Miguel; Mata Miquel, Cristian; Ochoa Ruíz, Gilberto (Association for Computing Machinery (ACM), 2023)
      Conference report
      Open Access
      This contribution presents a deep learning method for the segmentation of prostate zones in MRI images based on U-Net using additive and feature pyramid attention modules, which can improve the workflow of prostate cancer ...

    • MedicalSeg: a medical GUI application for image segmentation management 

      Mata Miquel, Cristian; Munuera, Josep; Lalande, Alain; Ochoa Ruíz, Gilberto; Benítez Iglesias, Raúl (Multidisciplinary Digital Publishing Institute (MDPI), 2022-06-08)
      Article
      Open Access
      In the field of medical imaging, the division of an image into meaningful structures using image segmentation is an essential step for pre-processing analysis. Many studies have been carried out to solve the general problem ...