Title | ||
---|---|---|
Objects and scenes classification with selective use of central and peripheral image content |
Abstract | ||
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•En-HMAX adopts a relative order of importance depending on the image category.•Central vision corresponds to object recognition.•Peripheral vision corresponds to scene recognition.•Deep learning models exhibit similar trends towards object and scene images.•Only 50% of the relevant image data could achieve 90% object classification accuracy. |
Year | DOI | Venue |
---|---|---|
2020 | 10.1016/j.jvcir.2019.102698 | Journal of Visual Communication and Image Representation |
Keywords | DocType | Volume |
Visual recognition,Image understanding,Visual-data reduction,Biological visual-systems,Visual perception,Scene analysis | Journal | 66 |
ISSN | Citations | PageRank |
1047-3203 | 1 | 0.41 |
References | Authors | |
0 | 3 |
Name | Order | Citations | PageRank |
---|---|---|---|
Ali Alameer | 1 | 3 | 1.11 |
Patrick Degenaar | 2 | 56 | 17.02 |
Kianoush Nazarpour | 3 | 75 | 19.08 |