Search results with tag "Hierarchical features"
Hierarchical Convolutional Features for Visual Tracking
www.cv-foundation.orgthe hierarchical features from the recent advances in CNNs and the inference approach across multiple levels in clas-sical computer vision problems. For example, computing optical flow from the coarse levels of the image pyramid ... Hierarchical Convolutional Features for …
Deep Learning: Methods and Applications
www.microsoft.comlearning or hierarchical learning, has emerged as a new area of machine learning research [20, 163]. During the past several years, the techniques ... learn distributed and hierarchical feature representations, and to make effective use of both labeled and unlabeled data. Active researchers in this area include those at University of
Stacked Convolutional Auto-Encoders for Hierarchical ...
people.idsia.chHierarchical Feature Extraction Jonathan Masci, Ueli Meier, Dan Cire¸san, and J¨urgen Schmidhuber Istituto Dalle Molle di Studi sull’Intelligenza Artificiale (IDSIA) Lugano, Switzerland {jonathan,ueli,dan,juergen}@idsia.ch Abstract. We present a novel convolutional auto-encoder (CAE) for unsupervised feature learning.