3 papers
cs.CV2018
Fully Associative Patch-based 1-to-N Matcher for Face Recognition
Lingfeng Zhang, Ioannis A. Kakadiaris
This paper focuses on improving face recognition performance by a patch-based 1-to-N signature matcher that learns correlations between different facial patches. A Fully Associativ…
cs.CV2018
A Hierarchical Matcher using Local Classifier Chains
Lingfeng Zhang, Ioannis A. Kakadiaris
This paper focuses on improving the performance of current convolutional neural networks in visual recognition without changing the network architecture. A hierarchical matcher is…
cs.CV2018
A Face Recognition Signature Combining Patch-based Features with Soft Facial Attributes
Lingfeng Zhang, Pengfei Dou, Ioannis A. Kakadiaris
This paper focuses on improving face recognition performance with a new signature combining implicit facial features with explicit soft facial attributes. This signature has two co…