75 citations · 126 across the 8 of their papers we have counts for
3 papers · 1 filter
A Two-Stage Combined Classifier in Scale Space Texture Classification
Mehrdad J. Gangeh, Robert P. W. Duin, Bart M. ter Haar Romeny +1
Textures often show multiscale properties and hence multiscale techniques are considered useful for texture analysis. Scale-space theory as a biologically motivated approach may be…
Supervised Texture Classification Using a Novel Compression-Based Similarity Measure
Mehrdad J. Gangeh, Ali Ghodsi, Mohamed S. Kamel
Supervised pixel-based texture classification is usually performed in the feature space. We propose to perform this task in (dis)similarity space by introducing a new compression-b…
Kernelized Supervised Dictionary Learning
Mehrdad J. Gangeh, Ali Ghodsi, Mohamed S. Kamel
In this paper, we propose supervised dictionary learning (SDL) by incorporating information on class labels into the learning of the dictionary. To this end, we propose to learn th…