Optimized Participation of Multiple Fusion Functions in Consensus Creation: An Evolutionary Approach

no code implementations • 31 May 2018 • Elaheh Rashedi, Abdolreza Mirzaei

In the proposed method, multiple hierarchical clustering methods are generated via bagging.

Clustering Clustering Ensemble

A Novel Multi-clustering Method for Hierarchical Clusterings, Based on Boosting

no code implementations • 29 May 2018 • Elaheh Rashedi, Abdolreza Mirzaei

In the area of "flat clustering" problems, it is also recognized that multi-clustering methods based on boosting provide clusterings of an improved quality.

Clustering

Long-term face tracking in the wild using deep learning

no code implementations • 19 May 2018 • Kunlei Zhang, Elaheh Rashedi, Elaheh Barati, Xue-wen Chen

This paper investigates long-term face tracking of a specific person given his/her face image in a single frame as a query in a video stream.

Face Detection Face Verification +1

An Adaptive Cluster-based Filtering Framework for Speckle Reduction of OCT Skin Images

no code implementations • 31 Jul 2017 • Elaheh Rashedi, Saba Adabi, Darius Mehregan, Silvia Conforto, Xue-wen Chen

The proposed cluster-based filtering framework enables researchers to develop unsupervised learning solutions for de-speckling OCT skin images using adaptive filtering methods, or extend the framework to new applications.

Clustering