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Similar to the Combo method, our salient summarization method is applied in the disease-gene predication.
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In contrast, our method extracts salient angiogenesis-related predicate argument pairs by comparing the statistical language models built respectively on the PAS generated from two ENJU-parsed corpora: a domain-specific corpus (i.e. foreground corpus) and a general one (i.e. background corpus).
In the future work, we will try to register multimodality images well using our proposed method by extracting salient features in the transformed image and the reference image to facilitate visualization.
Different from existing graphic saliency detection methods, which estimate saliency based on pixel-level contrast, the proposed method detects salient objects by computing object-level contrast.
In the SSGM module, a sparse representation method with salient feature map is designed to improve the effectiveness of the templates and deal with occlusions.
The samples, fabricated by a newly-developed normal incidence pulsed laser deposition (NIPLD) method have salient magnetic characteristics, different from particle-free samples of almost the same structure: (1) they exhibit biaxial magnetic anisotropies and (2) there exists a critical field at which the change in easy direction from a parallel direction to a perpendicular direction and vice versa.
This Level 1 method detects salient image regions, extracts their features and clusters these features into so-called "visual words" to be used for image description.
The Combo summarization method identified 201 salient semantic predications, while the KLD metric alone identified 630 salient semantic predications, and the RlogF metric alone identified 177 salient semantic predications.
However with this method, salient texture such as road traffic signs and unremarkable texture like the walls of buildings are treated similarly.
Hence, they design a method to extract salient features of pedestrian images.
Based on it, Hou et al. propose a spectral residual method to compute salient image.
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