Image annotation for Mexican buildings database

Abraham Montoya Obeso, Laura Mariel Amaya Reyes, Mario Lopez Rodriguez, Mario Humberto Mijes Cruz, Mireya Saraí García Vázquez, Jenny Benois-Pineau, Luis Miguel Zamudio Fuentes, Elizabeth Cano Martinez, Jesús Abimelek Flores Secundino, José Luis Rivera Martinez, Alejandro Álvaro Ramírez Acosta

Producción científica: Capítulo del libro/informe/acta de congresoContribución a la conferenciarevisión exhaustiva

4 Citas (Scopus)

Resumen

In the computer world, the consumption and generation of multimedia content are in constant growth due to the popularization of mobile devices and new communication technologies. Retrieve information from multimedia content to describe Mexican buildings is a challenging problem. Our objective is to determine patterns related to three building eras (prehispanic, colonial and modern). For this purpose, existing recognition systems need to process plenty of videos and images. The automatic systems based on machine learning trains the recognition capability with a semantically annotated training database. We built the database taking into account high-level feature concepts, user knowledge and experience. The annotations help correlating context and content to understand the data in multimedia files. Without a method, the user needs a super mind to remember all and registry this data manually. This article presents a ethodology for a quick image annotation using a graphical interface and intuitive controls. We focus on the most two important features: time-consuming during annotations task and the quality of selected images. Though, we only annotate images by its era and its quality. Finally, we obtain a dataset of Mexican buildings preserving the contextual information with semantic annotations for training and test of building recognition systems. Furthermore, research on content low-level descriptors is other possible use for this dataset.

Idioma originalInglés
Título de la publicación alojadaOptics and Photonics for Information Processing X
EditoresKhan M. Iftekharuddin, Andres Marquez, Mohammad A. Matin, Abdul A. S. Awwal, Mireya Garcia Vazquez
EditorialSPIE
ISBN (versión digital)9781510603318
DOI
EstadoPublicada - 2016
Evento10th Conference on Optics and Photonics for Information Processing - San Diego, Estados Unidos
Duración: 29 ago. 201630 ago. 2016

Serie de la publicación

NombreProceedings of SPIE - The International Society for Optical Engineering
Volumen9970
ISSN (versión impresa)0277-786X
ISSN (versión digital)1996-756X

Conferencia

Conferencia10th Conference on Optics and Photonics for Information Processing
País/TerritorioEstados Unidos
CiudadSan Diego
Período29/08/1630/08/16

Huella

Profundice en los temas de investigación de 'Image annotation for Mexican buildings database'. En conjunto forman una huella única.

Citar esto