Bouyerbou, H., Oukid, S., Benblidia, N. and Bechkoum, K. (2012) Hybrid image representation methods for automatic image annotation: a survey. In: ICSES 2012 : International Conference on Signals and Electronic Systems. USA: IEEE. 9781467317108.
Presented paper (PDF) (311kB) |
| Item Type: | Conference Proceedings |
|---|---|
| Abstract: | In most automatic image annotation systems, images are represented with low level features using either global methods or local methods. In global methods, the entire image is used as a unit. Local methods divide images into blocks where fixed-size sub-image blocks are adopted as sub-units; or into regions by using segmented regions as sub-units in images. In contrast to typical automatic image annotation methods that use either global or local features exclusively, several recent methods have considered incorporating the two kinds of information, and believe that the combination of the two levels of features is beneficial in annotating images. In this paper, we provide a survey on automatic image annotation techniques according to one aspect: feature extraction, and, in order to complement existing surveys in literature, we focus on the emerging image annotation methods: hybrid methods that combine both global and local features for image representation. |
| Uncontrolled Keywords: | Image annotation, global features, local features, hybrid methods, feature extraction, image representation |
| Subjects: | T Technology > TA Engineering (General). Civil engineering (General) > TA1501 Applied optics. Photonics > TA1634 Computer vision. Image processing |
| Creators: | Bouyerbou, Hafidha, Oukid, Saliha, Benblidia, Nadjia and Bechkoum, Kamal |
| Publisher: | IEEE |
| Faculties, Divisions and Institutes: | University Faculties, Divisions and Research Centres - OLD > School of Science and Technology (2010-2016) |
| Date: | 20 December 2012 |
| Date Type: | Publication |
| Title of Book: | ICSES 2012 : International Conference on Signals and Electronic Systems |
| Event Title: | International Conference on Signals and Electronic Systems (ICSES 2012) |
| Event Dates: | 18-21 September 2012 |
| Place of Publication: | USA |
| Event Location: | Wroclaw, Poland |
| Event Type: | Conference |
| Language: | English |
| ISBN: | 9781467317108 |
| DOI: | https://doi.org/10.1109/ICSES.2012.6382246 |
| Status: | Published / Disseminated |
| Related URLs: | |
| URI: | http://nectar.northampton.ac.uk/id/eprint/4440 |
Actions (login required)
 |
Edit Item |
Altmetric
Altmetric