David Zhang,
Yong Xu,
Wangmeng Zuo
Discriminative Learning in Biometrics
Gebonden Engels 2016 9789811020551
Verwachte levertijd ongeveer 9 werkdagen
Samenvatting
This monograph describes the latest advances in discriminative learning methods for biometric recognition. Specifically, it focuses on three representative categories of methods: sparse representation-based classification, metric learning, and discriminative feature representation, together with their applications in palmprint authentication, face recognition and multi-biometrics. The ideas, algorithms, experimental evaluation and underlying rationales are also provided for a better understanding of these methods. Lastly, it discusses several promising research directions in the field of discriminative biometric recognition.
Specificaties
ISBN13:9789811020551
Taal:Engels
Bindwijze:gebonden
Uitgever:Springer Nature Singapore
Lezersrecensies
Wees de eerste die een lezersrecensie schrijft!
Inhoudsopgave
1. Discriminative Learning in Biometrics.- 2. Metric Learning with Biometric Applications.- 3. Sparse Representation-based Classification for Biometric Recognition.- 4. Discriminative Features for Palmprint Authentication.- 5. Orientation Features and Distance Measure of Palmprint Authentication.- 6. Multifeature Palmprint Authentication.- 7. Discriminative Learning via Encouraging Virtual Face Images.- 8. Sparse Representation-based Methods for Face Recognition.- 9. Fusion Methodologies of Multiple Traits.- 10. Discussions and Future Work.
Rubrieken
- advisering
- algemeen management
- coaching en trainen
- communicatie en media
- economie
- financieel management
- inkoop en logistiek
- internet en social media
- it-management / ict
- juridisch
- leiderschap
- marketing
- mens en maatschappij
- non-profit
- ondernemen
- organisatiekunde
- personal finance
- personeelsmanagement
- persoonlijke effectiviteit
- projectmanagement
- psychologie
- reclame en verkoop
- strategisch management
- verandermanagement
- werk en loopbaan