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Datasets for Face and Object Detection in Fisheye Images

Resource type
Date created
2019-11-02
Authors/Contributors
Abstract
We present two new fisheye image datasets for training object and face detection models: VOC-360 and Wider-360. The fisheye images are created by post-processing regular images collected from two well-known datasets, VOC2012 and Wider Face, using a model for mapping regular to fisheye images implemented in Matlab. VOC-360 contains 39,575 fisheye images for object detection, segmentation, and classification. Wider-360 contains 63,897 fisheye images for face detection. These datasets will be useful for developing face and object detectors as well as segmentation modules for fisheye images while the efforts to collect and manually annotate true fisheye images are underway.
Document
Published as
Fu, Jianglin & Bajic, Ivan & Vaughan, Rodney. (2019). Datasets for Face and Object Detection in Fisheye Images. Data in Brief. 27. 104752. DOI: 10.1016/j.dib.2019.104752.
Publication title
Data in Brief
Document title
Datasets for Face and Object Detection in Fisheye Images
Volume
27
Publisher DOI
10.1016/j.dib.2019.104752
Copyright statement
Copyright is held by the author(s).
Scholarly level
Peer reviewed?
Yes
Language
English
Member of collection
Download file Size
1-s2.0-S2352340919311072-main.pdf 1.25 MB

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