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Chapter and Conference Paper
Adolescent Fluid Intelligence Prediction from Regional Brain Volumes and Cortical Curvatures Using BlockPC-XGBoost
From the ABCD dataset, we discover that besides the gray matter volume of cortical regions, other measures such as the mean cortical curvature, white matter volume and subcortical volume exhibit additional cap...
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Chapter and Conference Paper
Kernel Based Weighted Group Sparse Representation Classifier
Sparse representation classification (SRC) is a new framework for classification and has been successfully applied to face recognition. However, SRC can not well classify the data when they are in the overlap ...
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Chapter and Conference Paper
Local-Global Joint Decision Based Clustering for Airport Recognition
Airport recognition plays an important role in many computer vision tasks. This paper proposes a novel method for airport recognition including the generation of clustering threshold adaptively and automatical...
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Chapter and Conference Paper
A Generalized Subspace Projection Approach for Sparse Representation Classification
In this paper, we propose a subspace projection approach for sparse representation classification (SRC), which is based on Principal Component Analysis (PCA) and Maximal Linearly Independent Set (MLIS). In the...