39 citations · 191 across the 29 of their papers we have counts for
Showing 2015Show all
3 papers · 1 filter
cs.CV2015★ 2 cited
Multiple Instance Dictionary Learning using Functions of Multiple Instances
Changzhe Jiao, Alina Zare
A multiple instance dictionary learning method using functions of multiple instances (DL-FUMI) is proposed to address target detection and two-class classification problems with in…
stat.ML2015
Partial Membership Latent Dirichlet Allocation
Chao Chen, Alina Zare, J. Tory Cobb
Topic models (e.g., pLSA, LDA, SLDA) have been widely used for segmenting imagery. These models are confined to crisp segmentation. Yet, there are many images in which some regions…
cs.CV2015
Estimating Target Signatures with Diverse Density
Taylor Glenn, Alina Zare
Hyperspectral target detection algorithms rely on knowing the desired target signature in advance. However, obtaining an effective target signature can be difficult; signatures obt…