Infrared-image classification using support vector machines. - Shaorong Chang; Nasser M. Nasrabadi; Lawrence Carin (ICASSP, 2002)

Classification Oriented Embedded Image Coding. - Shaorong Chang (Data Compression Conference, 2004)

Kernel matching pursuits prioritization of wavelet coefficients for SPIHT image coding. - Shaorong Chang; Lawrence Carin (ICASSP (3), 2004)

A Bayesian Approach to Unsupervised Feature Selection and Density Estimation Using Expectation Propagation. - Shaorong Chang; Nilanjan Dasgupta; Lawrence Carin (CVPR (2), 2005)

A modified SPIHT algorithm for image coding with a joint MSE and classification distortion measure. - Shaorong Chang; Lawrence Carin (IEEE Trans. Image Process., 2006)