• Automated classification system of giant white corn using image processing and supervised techniques 

      Gonzales, Gabriela; Gutiérrez Cárdenas, Juan Manuel (International Society for Computers and Their Applications, 2018)
      Acceso restringido
      Nowadays, the use of artificial vision for classification in agricultural products has proven to have a great impact on this field. The exportation of agricultural goods has risen all over the world, consequently, that is ...
    • Dataset of manually classified concrete cracks in images obtained from a controlled environment [Dataset] 

      Del Savio, Alexandre Almeida; Luna Torres, Ana Felícita; Cárdenas Salas, Daniel Enrique; Vergara Olivera, Mónica Alejandra; Urday Ibarra, Gianella (Universidad de Lima, 2022)
      Acceso abierto
      Se presenta un conjunto de datos clasificados manualmente de 1132 imágenes y sus respectivos archivos .txt con la información de clases y coordenadas clasificadas manualmente. Las imágenes fueron extraídas de secuencias ...
    • Dataset of manually classified personnel in images obtained from a construction site [Dataset] 

      Del Savio, Alexandre Almeida; Luna Torres, Ana Felícita; Cárdenas Salas, Daniel Enrique; Vergara Olivera, Mónica Alejandra; Urday Ibarra, Gianella (Universidad de Lima, 2021)
      Acceso abierto
      Se presenta un conjunto de datos clasificados manualmente de 1214 imágenes y sus respectivos archivos .txt con la información de clases y coordenadas clasificadas manualmente. Se consideraron dos clases de objetos: ...
    • Humpback Whale’s Flukes Segmentation Algorithms 

      Castro Cabanillas, Andrea; Ayma Quirita, Víctor Hugo (Springer, 2021)
      Acceso restringido
      Photo-identification consists of the analysis of photographs to identify cetacean individuals based on unique characteristics that each specimen of the same species exhibits. The use of this tool allows us to carry out ...
    • On the relevance of the metadata used in the semantic segmentation of indoor image spaces 

      Vasquez Espinoza L.; Castillo Cara, José Manuel; Orozco Barbosa L. (Elsevier, 2021)
      Acceso abierto
      The study of artificial learning processes in the area of computer vision context has mainly focused on achieving a fixed output target rather than on identifying the underlying processes as a means to develop solutions ...
    • Semantic Segmentation of Underwater Environments Using DeepLabv3+ and Transfer Learning 

      Chicchón Apaza, Miguel Ángel; Bedón Monzón, Héctor Manuel (Springer, 2022)
      Acceso restringido
      The semantic segmentation approach is essential in automated scene analysis, but its application in underwater environments is still limited. Datasets generally have insufficient labeled data, unbalanced data classes, and ...
    • Stimulation of Numerical Skills in Children with Visual Impairments Using Image Recognition 

      Taquía Gutiérreza, J. A. (Elsevier B.V., 2021)
      Acceso abierto
      The learning process in training children with visual impairments and low vision requires the use of new devices that integrate image recognition and feedback on stimulation sequences with the senses of tactile and auditory ...