Side Information
Spatial correlation based side information refinement for distributed video coding
... The side information, replacing the systematic infor- mation in the turbo decoding process, is thus corrupted by the Laplacian noise whose parameter is, before- hand, online estimated (without using ...
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Incorporating Side Information into Recurrent Neural Network Language Models
... We have proposed an effective approach to boost the performance of RNNLM using auxiliary side infor- mation (e.g. keywords, title, description, topic head- line) of a textual utterance. We provided an empir- ical ...
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SURVEY ON ENHANCING QUALITY OF TEXT CLUSTERING BASED ON SIDE INFORMATION
... of side information is also associated along with the main documents in various application ...of information is available for clustering process ...of side information: ...
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Novel solutions for side information generation and fusion in multiview DVC
... information. This problem is very relevant since a good estimate of the unknown image will require only a few bits to be corrected. Considering a multiview distributed video-coding setup, we propose a novel ...
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Perspective transform motion modeling for improved side information creation
... well-known information theory results: the Slepian- Wolf and Wyner-Ziv ...as side information, is typically created at the ...to side information creation is to perform frame ...
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Different Aspect of Side Information Generation in Distributed Video Coding: A Survey
... This paper presents an extended literature survey based on SI generation schemes in DVC. It is observed from the literature that DVC is a prominent area of research due to its vast applications in handheld devices with ...
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Relation Schema Induction using Tensor Factorization with Side Information
... topic-modeling based approach for ontology induc- tion, as a representative of this area. Among all prior work, KB-LDA is most related to SICTF. While both KB-LDA and SICTF make use of noun phrase side ...
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FORMATION OF CLUSTERS AND SEARCHING USING SIDE INFORMATION MINING
... digital information in the digital world creates problems in extracting relevant information from those huge ...data, side information is also present. This side information is ...
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Iterative Multiview Side Information for Enhanced Reconstruction in Distributed Video Coding
... the information theoretical results of Slepian and Wolf (SW) and Wyner and Ziv ...for side information (SI) generation are explored and compared in terms of estimating quality, complexity, and rate ...
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Side-Information Generation for Temporally and Spatially Scalable Wyner-Ziv Codecs
... At the decoder (Figure 4), high-quality versions of the nonreference frames are generated by a multiframe motion- based mixed superresolution mechanism [18]. The inter- polated LR reconstruction is subtracted from this ...
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Multiple Description Coding with Side Information: Practical Scheme and Iterative Decoding
... with side information (SI) at the receiver is particularly relevant for robust transmission in sensor networks where correlated data is being transmitted to a common receiver, as well as for robust video ...
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Identifying HIV-induced subgraph patterns in brain networks with side information
... multiple side views encoding a tremendous amount of supplemental information for diagnostic pur- poses, yet are often ...with side information guidance and propose a novel solution to find an ...
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Informed spectral analysis: audio signal parameter estimation using side information
... the information provided by the estimation from the signal and may require a larger bitrate and a loss of compatibility with existing file ...(coded) side information in order to increase the ...
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CLUSTERING WITH SIDE INFORMATION FOR MINING TEXT DATA
... Side information is available along with text document in several text mining ...of side information such as document provenance information, the link in the document, other non textual ...
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Categorization of Text Data using Side Information
... The system uses side information with the pure text data for the mining process. The input to the system is set of text documents and the input data is pre-processed for the removal of noisy data. ...
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Text Mining Based on Content and Side Information
... and information retrieval ...of side information is likewise related alongside the ...Meta information which may be useful to the mining ...such side information are as follows: ...
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Mining Text Document on the Utilization of Side Information
... such side information will generally be helpful in improving the standard of the cluster method, it is a risky approach once the side information is ...aspect information thereupon of ...
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Efficient Text Mining Using Side Information of Documents
... of side information. In text documents, side information is available in different forms such as; document origin information, user-access behavior from web logs, the links in the ...
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Side Information Gathering for Mining Text Data
... Will describe our algorithm for text clustering with side information. Refer to this algorithm as COATES throughout the paper, which corresponds to the fact that it is Content and Auxiliary attribute based ...
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Joint Encryption and Compression of Correlated Sources with Side Information
... with side information to reduce the complexity of the compression process and at the same time uses cryptographic principles to ensure that security is built into the ...
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