A Comparative Study Between Deep Learning and Traditional Machine Learning Techniques for Facial Biometric Recognition.
Jonnathann Silva FinizolaJonas Mendonça TarginoFelipe Gustavo Silva TeodoroClodoaldo Aparecido de Moraes LimaPublished in: IBERAMIA (2018)
Keyphrases
- deep learning
- biometric recognition
- face recognition
- machine learning
- facial images
- face images
- facial expressions
- unsupervised learning
- human faces
- iris recognition
- personal identification
- facial features
- palmprint
- biometric systems
- automatic recognition
- weakly supervised
- computer vision
- mental models
- face detection
- quality assessment
- biometric data
- data mining
- image enhancement
- image processing
- image segmentation
- sparse representation
- low resolution
- fingerprint images
- image quality
- pattern recognition
- high quality
- feature extraction
- decision trees