Mar 1, 2009 · This paper presents a unified framework for image descriptors based on quantized joint distribution of filter bank responses and evaluates ...
This paper presents a unified framework for image descriptors based on quantized joint distribution of filter bank responses and evaluates the significance ...
Publications · Image description using joint distribution of filter bank responses ...
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The filter bank contains filters at multiple orientations but their outputs are " collapsed " by recording only the maximum filter response across all ...
As stated in [4], one way to satisfy both requirements is to model the conditional distribution over the labels given the observation data, instead of the joint.
These distributions are then used to define a joint distribution for the output of the filter bank, conditioned on object configuration, and this serves as an.
The focus of this dissertation is on the design of two-dimensional filters for feature extraction, segmentation, and classification of digital images with ...
It is demonstrated that textures can be classified using the joint distribution of intensity values over extremely compact neighbourhoods (starting from as ...
Ahonen, T., Pietikäinen, M.: Image description using joint distribution of filter bank responses. Pattern Recognition Letters 30(4), 368–376 (2009). Article ...