https://github.com/alireza-akhavan/face-quality-metrics
Quality Metrics for face identification problem
https://github.com/alireza-akhavan/face-quality-metrics
blur face face-quality face-recognition-video illumination pose quality-assessment quality-metrics sharpness video
Last synced: 3 months ago
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Quality Metrics for face identification problem
- Host: GitHub
- URL: https://github.com/alireza-akhavan/face-quality-metrics
- Owner: Alireza-Akhavan
- Created: 2019-03-10T17:13:04.000Z (over 6 years ago)
- Default Branch: master
- Last Pushed: 2019-07-06T11:50:57.000Z (over 6 years ago)
- Last Synced: 2025-04-06T22:37:54.208Z (7 months ago)
- Topics: blur, face, face-quality, face-recognition-video, illumination, pose, quality-assessment, quality-metrics, sharpness, video
- Language: Python
- Size: 1.78 MB
- Stars: 43
- Watchers: 3
- Forks: 7
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# face-quality-metrics
Quality Metrics for face identification problem
## implementations
[Face Quality Assessment.ipynb](https://nbviewer.jupyter.org/github/alireza-akhavan/face-quality-metrics/blob/master/Face%20Quality%20Assessment.ipynb)
## datasets
[Quality—Face/Iris Research Ensemble (Q-FIRE)](https://citer.clarkson.edu/biometric-dataset-collections/quality-faceiris-research-ensemble-q-fire/)
## papers
### Face Quality Assessment for Face Verification in Video (Графикон'2014) *
https://pdfs.semanticscholar.org/2c0a/caec54ab2585ff807e18b6b9550c44651eab.pdf?_ga=2.118968650.2116578973.1552199994-98267093.1547624592
### Improving face recognition with a quality-based probabilistic framework (CVPR 2009) **
https://ieeexplore.ieee.org/document/5204299
### Face Quality Assessment System in Video Sequences
European Workshop on Biometrics and Identity Management. Springer, Berlin, Heidelberg, 2008.
http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.566.6858&rep=rep1&type=pdf
### Quality Metrics for Practical Face Recognition (ICPR 2012)
https://projet.liris.cnrs.fr/imagine/pub/proceedings/ICPR-2012/media/files/0454.pdf
### Evaluation of face image quality metrics in person identification problem
2016 19th Conference of Open Innovations Association (FRUCT)
https://ieeexplore.ieee.org/document/7892186
# Deep Approach
### FaceQnet: Quality Assessment for Face Recognition based on Deep Learning (2019)
https://arxiv.org/abs/1904.01740
https://github.com/uam-biometrics/FaceQnet
*the main idea from this paper
** nice training senario