Results 31 to 40 of about 12,320 (267)
Binarized Support Vector Machines [PDF]
INFORMS Journal on Computing, 2010 The widely used support vector machine (SVM) method has shown to yield very good results in supervised classification problems. Other methods such as classification trees have become more popular among practitioners than SVM thanks to their interpretability, which is an important issue in data mining.In this work, we propose an SVM-based method that ...
Emilio Carrizosa +2 more
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Scientific Reports, 2021 Optical coherence tomography angiography (OCTA) provides several data regarding the status of retinal capillaries. This information can be further enlarged by employing quantitative metrics, such as vessel density (VD).
Alessandro Arrigo +5 more
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Journal of Engineering, 2014 A number of techniques have been proposed earlier for feature extraction using image binarization. Efficiency of the techniques was dependent on proper threshold selection for the binarization method.
Sudeep Thepade, Rik Das, Saurav Ghosh
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A SIMPLE NOVEL EFFECTIVE APPROACH TO DETECT CHARACTERS IN SCENE IMAGES [PDF]
Assiut University Journal of Multidisciplinary Scientific Research, 2018 In this paper, we adopt a new local binarization method as an important stage in text detection problem in scene image. Then we compare this new binarization method with our previous proposed binarization method which depends on using the Naïve Bayes ...
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Vibration intensity estimation based on image analysis of a round test object with vibration blur
Известия высших учебных заведений. Поволжский регион:Технические науки, 2022 Background. The vibration signal carries a lot of information about the state and internal structure of both the source and the receiver of this signal.
A.V. Grigor'ev
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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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ON THE AGE AND BINARITY OF FOMALHAUT [PDF]
The Astrophysical Journal, 2012 The nearby (d = 7.7 pc) A3V star Fomalhaut is orbited by a resolved dusty debris disk and a controversial candidate extrasolar planet. The commonly cited age for the system (200+-100 Myr) from Barrado y Navascues et al. (1997) relied on a combination of isochronal age plus youth indicators for the K4V common proper motion system TW PsA.
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Training Multi-Bit Quantized and Binarized Networks with a Learnable Symmetric Quantizer
IEEE Access, 2021 Quantizing weights and activations of deep neural networks is essential for deploying them in resource-constrained devices, or cloud platforms for at-scale services.
Phuoc Pham +2 more
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OBJECT STRUCTURE EFFECT ON OPTIMAL LEVELS OF HOLOGRAM BINA-RIZATION IN TERMS OF RECONSTRUCTED IMAGE QUALITY [PDF]
Научно-технический вестник информационных технологий, механики и оптики, 2018 Subject of Research. The paper presents research results on object structure effect, that is the type and size of its elements, on optimal level of computer generated Fresnel holograms binarization in terms of reconstructed image quality. Method.
S. N. Koreshev, S. O. Starovoitov
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