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ICANN
2010
Springer
13 years 11 months ago
Evaluation of Pooling Operations in Convolutional Architectures for Object Recognition
Abstract. A common practice to gain invariant features in object recognition models is to aggregate multiple low-level features over a small neighborhood. However, the differences ...
Dominik Scherer, Andreas Müller, Sven Behnke
ICANN
2010
Springer
13 years 11 months ago
Model of the Hippocampal Learning of Spatio-temporal Sequences
We propose a model of the hippocampus aimed at learning the timed association between subsequent sensory events. The properties of the neural network allow it to learn and predict ...
Julien Hirel, Philippe Gaussier, Mathias Quoy
ICMCS
2010
IEEE
228views Multimedia» more  ICMCS 2010»
13 years 11 months ago
Conversion of free-viewpoint 3D multi-view video for stereoscopic displays
This paper presents our ongoing research on view synthesis of free-viewpoint 3D multi-view video for 3DTV. With the emerging breakthrough of stereoscopic 3DTV, we have extended a ...
Luat Do, Svitlana Zinger, Peter H. N. de With
ICML
2010
IEEE
13 years 11 months ago
Robust Subspace Segmentation by Low-Rank Representation
We propose low-rank representation (LRR) to segment data drawn from a union of multiple linear (or affine) subspaces. Given a set of data vectors, LRR seeks the lowestrank represe...
Guangcan Liu, Zhouchen Lin, Yong Yu
ACMDIS
2010
ACM
13 years 10 months ago
Heritage inquiries: a designerly approach to human values
This two-day workshop brings together the interdisciplinary community of scholars and practitioners involved in the design of interactive systems and sharing a common interest in ...
Elisa Giaccardi, Ole Sejer Iversen