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To achieve effective representations of geographic images, the method leverages a low-to-high learning flow for both the deep and shallow modality features.
It first extracts low-level features for each input image pixel, such as shallow modality features (SIFT, Color, and LBP) and deep modality features (CNNs).
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It uses a restricted Boltzmann machine (RBM) to mine deep correlations between high-level features from both shallow and deep modalities to achieve a final representation for geographic images.
Electrical resistance tomography (ERT) is a recent modality for imaging that is being used with increasing frequency for shallow subsurface imaging,for site characterization, and for monitoring fluid movement and subsurface processes.
"Ineluctable modality".
"Ineluctable modality of the".
Bit shallow.
Shallow pleasures, perhaps.
(It's shallow).
Her breathing grew shallow.
Or shallow.
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