Results 11 to 20 of about 33,048 (289)
Parity polytopes and binarization [PDF]
Discrete Applied Mathematics, 2020 We consider generalizations of parity polytopes whose variables, in addition to a parity constraint, satisfy certain ordering constraints. More precisely, the variable domain is partitioned into $k$ contiguous groups, and within each group, we require that $x_i \geq x_{i+1}$ for all relevant $i$.
Dominik Ermel, Matthias Walter
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Binarized graph neural network [PDF]
World Wide Web, 2021 Recently, there have been some breakthroughs in graph analysis by applying the graph neural networks (GNNs) following a neighborhood aggregation scheme, which demonstrate outstanding performance in many tasks. However, we observe that the parameters of the network and the embedding of nodes are represented in real-valued matrices in existing GNN-based ...
Hanchen Wang 0001 +6 more
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Binarity and Stellar Evolution [PDF]
Proceedings of the International Astronomical Union, 2011 AbstractModels of stellar evolution constitute an extremely powerful, and for the most part apparently very successful, tool for understanding the progression of a star through its lifetime as a fairly compact entity of incandescent gas. That success has led to stellar evolution theory becoming a crutch when an observer is faced with objects whose ...
Griffin, R. E. M., Rucinski, Slavek
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Efficient multiscale Sauvola’s binarization [PDF]
International Journal on Document Analysis and Recognition (IJDAR), 2013 This work focuses on the most commonly used binarization method: Sauvola's. It performs relatively well on classical documents, however, three main defects remain: the window parameter of Sauvola's formula does not fit automatically to the contents, it is not robust to low contrasts, and it is not invariant with respect to contrast inversion.
Guillaume Lazzara, Thierry Géraud
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Binarized Encoder-Decoder Network and Binarized Deconvolution Engine for Semantic Segmentation [PDF]
IEEE Access, 2021 Recently, semantic segmentation based on deep neural network (DNN) has attracted attention as it exhibits high accuracy, and many studies have been conducted on this. However, DNN-based segmentation studies focused mainly on improving accuracy, thus greatly increasing the computational demand and memory footprint of the segmentation network.
Hyunwoo Kim +4 more
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Binarization, synchronous binarization, and target-side binarization [PDF]
Proceedings of the NAACL-HLT 2007/AMTA Workshop on Syntax and Structure in Statistical Translation - SSST '07, 2007 Binarization is essential for achieving polynomial time complexities in parsing and syntax-based machine translation. This paper presents a new binarization scheme, target-side binarization, and compares it with source-side and synchronous binarizations on both string-based and tree-based systems using synchronous grammars.
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Image Enhancement with Statistical Estimation [PDF]
, 2012 Contrast enhancement is an important area of research for the image analysis. Over the decade, the researcher worked on this domain to develop an efficient and adequate algorithm.
Kanrar, Soumen, Mukherjee, Aroop
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η Carinae: Binarity Confirmed [PDF]
The Astrophysical Journal, 2000 13 pages, accepted by ApJ Letters (January 2000)
Damineli, Augusto +5 more
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Choroidal Vascularity Index and Choroidal Thickness Changes Following Renal Transplantation
Türk Oftalmoloji Dergisi, 2023 Objectives:This study aimed to evaluate changes in subfoveal choroidal thickness (SFCT), choroidal vascularity index (CVI), estimated glomerular filtration rate (GFR), mean arterial pressure (MAP), and intraocular pressure (IOP) after renal ...
Mustafa Aksoy +5 more
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Компьютерная оптика, 2023 Text recognition has benefited considerably from deep learning research, as well as the preprocessing methods included in its workflow. Identity documents are critical in the field of document analysis and should be thoroughly researched in relation to ...
R. Sánchez-Rivero +5 more
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