Marko Ristin

From Categories to Subcategories: Large-Scale Image Classification With Partial Class Label Refinement

The number of digital images is growing extremely rapidly, and so is the need for their classification. But, as more images of pre-defined categories become available, they also become more diverse and cover finer semantic differences. Ultimately, the categories themselves need to be divided into…