Study of Eye Socket Recognition 

Harisu Abdullahi SHEHU1*, Ibrahim Furkan INCE2, Faruk BULUT3

 

 

1 School of Engineering and Computer Science, Victoria University of Wellington, Wellington, NEW ZEALAND

harisushehu [at] ecs (dot) vuw (dot) ac (dot) nz, ORCID: 0000-0002-9689-3290

2 Department of Digital Game Design, Nisantasi University, Istanbul, TURKEY

ibrahim (dot) ince [at] nisantasi( dot) edu (dot) tr, ORCID: 0000-0003-1570-875X

3 Department of Computer Engineering, Istanbul Arel University, Istanbul, TURKEY

bulutfaruk[at] gmail (dot) com, ORCID: 0000-0003-2960-8725

* Corresponding author

Codes


For the eye socket recognition work, the link to the implemented Python codes with no data is as:


https://drive.google.com/file/d/1bHz3oaH6Btkn2SFNKVpB0dwAE4rcrUQh/view?usp=sharing


The file EyeSocketRecognition.pde needs to be run to generate the Gabor images and the results of the proposed method (without deep learning).


The Python code model.py will generate results obtained by the Proposed method + DL (deep learning).


The Python codes InceptionV3.py, VGG19.py, and ResNet50.py will generate results obtained by the state-of-the-art methods.

Datasets

The CK+ dataset can be downloaded from: http://www.jeffcohn.net/Resources/

You can also download the datasets used in our study:

[28] URL: https://104fashion.com/pictures-of-before-and-after-makeup/, received date: 01/05/2023

[29] URL:  https://pictures.dxtr.com/The-Face-We-Make/n-D8Ps72/TFWM-Cropped/, received date: 01/05/2023

[30] https://www.flickr.com/photos/thefacewemake/albums

[31] BioID, https://www.bioid.com/About/BioID-Face-Database

Flickr Dataset

You can also the FLICKR dataset including 30 individuals from here.

Running Environment

The proposed method is implemented in Python and Java using the processing software. All java codes are implemented in the Processing 2.2.1 environment, therefore researchers should download the processing software to replicate our results.

Below is a link to download the Processing software for different operating systems:

For futher studies please contact with the authors. Their e-mail addresses are written above.

You can cite the reference in your studies: