Guangzhi Cao

The Sparse Matrix Transform for Covariance Estimation and Analysis of High Dimensional Signals

Guangzhi Cao, Leonardo R. Bachega, Charles A. Bouman · IEEE Transactions on Image Processing · 2010 · 66 citations

Computing, Computer Science, Machine Learning +15

Covariance Estimation for High Dimensional Data Vectors Using the Sparse Matrix Transform

Guangzhi Cao, Charles A. Bouman · Purdue e-Pubs (Purdue University System) · 2008 · 49 citations · Full text

Computing, Computer Science, Machine Learning +16

Sparse Matrix Transform for Hyperspectral Image Processing

James Theiler, Guangzhi Cao, Leonardo R. Bachega et al. · IEEE Journal of Selected Topics in Signal Processing · 2011 · 43 citations

Computing, Computer Science, Computer Vision +16

An improved differential evolution algorithm in training and encoding prior knowledge into feedforward networks with application in chemistry

Chong-wei Chen, Dezhao Chen, Guangzhi Cao · Chemometrics and Intelligent Laboratory Systems · 2002 · 29 citations

Computing, Chemical Engineering, Computational Chemistry +10

Noniterative MAP Reconstruction Using Sparse Matrix Representations

Guangzhi Cao, Charles A. Bouman, Kevin J. Webb · IEEE Transactions on Image Processing · 2009 · 14 citations

Engineering, Computer Science, Biomedical Imaging +16