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A Comprehensive Review on Document Image Binarization [PDF]
Journal of ImagingIn today’s digital age, the conversion of hardcopy documents into digital formats is widespread. This process involves electronically scanning and storing large volumes of documents.
Bilal Bataineh +6 more
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Handwritten Image Binarization Based on Background Estimation and Local Adaptive Integration [PDF]
Jisuanji kexue, 2022 In handwritten document images,there are often uneven lighting,ink stains,paper degradation,shadows and other complex conditions.In order to solve the problem that OCR effect of document image is not ideal after binarization in complex background,a ...
HE Huang-xing, CHEN Ai-guo, WANG Jiao-long
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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 +6 more
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Neuromorphic Binarized Polariton Networks [PDF]
Nano Letters, 2021 The rapid development of artificial neural networks and applied artificial intelligence has led to many applications. However, current software implementation of neural networks is severely limited in terms of performance and energy efficiency. It is believed that further progress requires the development of neuromorphic systems, in which hardware ...
Rafał Mirek +14 more
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Binarization of Metaheuristics: Is the Transfer Function Really Important?
Biomimetics, 2023 In this work, an approach is proposed to solve binary combinatorial problems using continuous metaheuristics. It focuses on the importance of binarization in the optimization process, as it can have a significant impact on the performance of the ...
José Lemus-Romani +4 more
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Binary Ghost Imaging Based on the Fuzzy Integral Method
Applied Sciences, 2021 The reconstruction quality of binary ghost imaging depends on the speckle binarization process. In order to obtain better binarization speckle and improve the reconstruction quality of binary ghost imaging, a local adaptive binarization method based on ...
Xu Yang +6 more
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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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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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U-Net-bin: hacking the document image binarization contest [PDF]
Компьютерная оптика, 2019 Image binarization is still a challenging task in a variety of applications. In particular, Document Image Binarization Contest (DIBCO) is organized regularly to track the state-of-the-art techniques for the historical document binarization. In this work
Pavel Bezmaternykh +2 more
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QBB: Quantile-Based Binarization of 3D Point Cloud Descriptors
IEEE Access, 2022 Local 3D point feature descriptors play an important role in many areas of computer vision, such as object recognition, registration, etc. There are many well-functioning feature descriptors, but they are typically real-valued and multidimensional ...
Daniel Varga +3 more
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