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

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

4 Scopus citations

Abstract

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.

Original languageEnglish
Title of host publicationOptics and Photonics for Information Processing X
EditorsKhan M. Iftekharuddin, Andres Marquez, Mohammad A. Matin, Abdul A. S. Awwal, Mireya Garcia Vazquez
PublisherSPIE
ISBN (Electronic)9781510603318
DOIs
StatePublished - 2016
Event10th Conference on Optics and Photonics for Information Processing - San Diego, United States
Duration: 29 Aug 201630 Aug 2016

Publication series

NameProceedings of SPIE - The International Society for Optical Engineering
Volume9970
ISSN (Print)0277-786X
ISSN (Electronic)1996-756X

Conference

Conference10th Conference on Optics and Photonics for Information Processing
Country/TerritoryUnited States
CitySan Diego
Period29/08/1630/08/16

Keywords

  • Image annotation
  • annotation tools
  • image datasets
  • manual classification

Fingerprint

Dive into the research topics of 'Image annotation for Mexican buildings database'. Together they form a unique fingerprint.

Cite this