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INDEX-BASED SIMILARITY SEARCH FOR PROTEIN STRUCTURE DATABASES
Journal of Bioinformatics and Computational Biology, 2004We propose new methods for finding similarities in protein structure databases. These methods extract feature vectors on triplets of SSEs (Secondary Structure Elements) of proteins. The feature vectors are then indexed using a multidimensional index structure.
Orhan, Camoglu +2 more
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Shot Boundary Detection Using Structural Similarity Index
2015 Fifth International Conference on Advances in Computing and Communications (ICACC), 2015Shot boundary detection (SBD) is the first step towards video indexing and content based video management. Due to availability of low cost storage media devices, and broadband data connection, digital videos are becoming widely used. However, the increasing availability of digital video has not been accompanied by an increase in its ease of ...
B. Srilakshmi, R. Sandeep
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A local intensity adaptive structural similarity index
2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2012Existing structural similarity (SSIM) index comprises of one term on luminance comparison and the other term on contrast and structure comparison. In this paper, the SSIM index is first improved by introducing three weighting factors to the second term such that it is adaptive to local intensities of two images to be compared. The improved SSIM (iSSIM)
Zhengguo Li +3 more
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Towards index-based similarity search for protein structure databases
Computational Systems Bioinformatics. CSB2003. Proceedings of the 2003 IEEE Bioinformatics Conference. CSB2003, 2004We propose two methods for finding similarities in protein structure databases. Our techniques extract feature vectors on triplets of SSEs (Secondary Structure Elements) of proteins. These feature vectors are then indexed using a multidimensional index structure.
Orhan, Camoğlu +2 more
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Distance-Based Index Structures for Fast Similarity Search
Cybernetics and Systems Analysis, 2017zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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Latent Semantic Structure Indexing (LaSSI) for Defining Chemical Similarity
Journal of Medicinal Chemistry, 2001A novel method for computing chemical similarity from chemical substructure descriptors is described. This new method, called LaSSI, uses the singular value decomposition (SVD) of a chemical descriptor-molecule matrix to create a low-dimensional representation of the original descriptor space.
R D, Hull +5 more
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Image Structure Subspace Learning Using Structural Similarity Index
2019Literature has shown that Mean Squared Error is not a promising measure for image fidelity and similarity assessment, and Structural Similarity Index (SSIM) can properly handle this aspect. The existing subspace learning methods in machine learning are based on Euclidean distance or MSE and thus cannot properly capture the structural features of images.
Benyamin Ghojogh +2 more
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A New Local Self-Similarity Descriptor Based on Structural Similarity Index
Applied Mechanics and Materials, 2014The local self-similarity descriptor is a kind of important image or video local feature description method. It is often used for detection, identification and recognition. In this paper we propose a new local self-similarity descriptor based on structural similarity (SSIM) index.
Hong Bo Yang, Xia Hou
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Transactions in GIS, 2019
AbstractUnderstanding diverse characteristics of human mobility provides profound knowledge of urban dynamics and complexity. Human movements are recorded in a variety of data sources and each describes unique mobility characteristics. Revealing similarity and difference in mobility data sources facilitates grasping comprehensive human mobility ...
Chanwoo Jin +3 more
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AbstractUnderstanding diverse characteristics of human mobility provides profound knowledge of urban dynamics and complexity. Human movements are recorded in a variety of data sources and each describes unique mobility characteristics. Revealing similarity and difference in mobility data sources facilitates grasping comprehensive human mobility ...
Chanwoo Jin +3 more
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Envelope parameter calculation of similarity indexing structure
1998Similarity Indexing is very important for content-based retrieval on large multimedia databases, and the “tightness” of data set envelope is a factor that influences the performance of index. For equidistant envelope (bounding sphere), calculation of envelope is somewhat difficult because of the complexity of direct computation in high dimension space.
Bai Xuesheng, Xu Guangyou, Shi Yuanchun
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