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4 papers · 2 filters
Multi-View Priors for Learning Detectors from Sparse Viewpoint Data
Bojan Pepik, Michael Stark, Peter Gehler +1
While the majority of today's object class models provide only 2D bounding boxes, far richer output hypotheses are desirable including viewpoint, fine-grained category, and 3D geom…
Estimation of Human Body Shape and Posture Under Clothing
Stefanie Wuhrer, Leonid Pishchulin, Alan Brunton +2
Estimating the body shape and posture of a dressed human subject in motion represented as a sequence of (possibly incomplete) 3D meshes is important for virtual change rooms and se…
A Low-Dimensional Representation for Robust Partial Isometric Correspondences Computation
Alan Brunton, Michael Wand, Stefanie Wuhrer +2
Intrinsic isometric shape matching has become the standard approach for pose invariant correspondence estimation among deformable shapes. Most existing approaches assume global con…
Learnable Pooling Regions for Image Classification
Mateusz Malinowski, Mario Fritz
Biologically inspired, from the early HMAX model to Spatial Pyramid Matching, pooling has played an important role in visual recognition pipelines. Spatial pooling, by grouping of…