Neill D.F. Campbell

Modeling Object Appearance Using Context-Conditioned Component Analysis

Subspace models have been very successful at modeling the appearance of structured image datasets when the visual objects have been aligned in the images (e.g., faces). Even with extensions that allow for global transformations or dense warps of the image, the set of visual objects whose appearance…