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Sarah Taghavi Namin

2 accepted papers

2016

Sample and Filter: Nonparametric Scene Parsing via Efficient Filtering

CVPR 2016poster

Scene parsing has attracted a lot of attention in computer vision. While parametric models have proven effective for this task, they cannot easily incorporate new training data. By contrast, nonparametric approaches, which bypass any learning phase and directly transfer the labels from the training…

Cited by 15PDFScholar
2015

Cutting Edge: Soft Correspondences in Multimodal Scene Parsing

ICCV 2015poster

Exploiting multiple modalities for semantic scene parsing has been shown to improve accuracy over the single modality scenario. Existing methods, however, assume that corresponding regions in two modalities have the same label. In this paper, we address the problem of data misalignment and label inc…

Cited by 11PDFScholar