151 citations · 255 across the 6 of their papers we have counts for
6 papers
TEDI: Trustworthy and Ethical Dataset Indicators to Analyze and Compare Dataset Documentation
Wiebke Hutiri, Mircea Cimpoi, Morgan Scheuerman +2
Dataset transparency is a key enabler of responsible AI, but insights into multimodal dataset attributes that impact trustworthy and ethical aspects of AI applications remain scarc…
Neighbourhood Consensus Networks
Ignacio Rocco, Mircea Cimpoi, Relja Arandjelović +3
We address the problem of finding reliable dense correspondences between a pair of images. This is a challenging task due to strong appearance differences between the corresponding…
InLoc: Indoor Visual Localization with Dense Matching and View Synthesis
Hajime Taira, Masatoshi Okutomi, Torsten Sattler +5
We seek to predict the 6 degree-of-freedom (6DoF) pose of a query photograph with respect to a large indoor 3D map. The contributions of this work are three-fold. First, we develop…
Deep filter banks for texture recognition, description, and segmentation
Mircea Cimpoi, Subhransu Maji, Iasonas Kokkinos +1
Visual textures have played a key role in image understanding because they convey important semantics of images, and because texture representations that pool local image descripto…
Deep convolutional filter banks for texture recognition and segmentation
Mircea Cimpoi, Subhransu Maji, Andrea Vedaldi
Research in texture recognition often concentrates on the problem of material recognition in uncluttered conditions, an assumption rarely met by applications. In this work we condu…
Describing Textures in the Wild
Mircea Cimpoi, Subhransu Maji, Iasonas Kokkinos +2
Patterns and textures are defining characteristics of many natural objects: a shirt can be striped, the wings of a butterfly can be veined, and the skin of an animal can be scaly.…