Results 21 to 30 of about 33,048 (289)

Using Paper Texture for Choosing a Suitable Algorithm for Scanned Document Image Binarization

open access: yesJournal of Imaging, 2022
The intrinsic features of documents, such as paper color, texture, aging, translucency, the kind of printing, typing or handwriting, etc., are important with regard to how to process and enhance their image. Image binarization is the process of producing
Rafael Dueire Lins   +3 more
doaj   +1 more source

DeepOtsu: Document Enhancement and Binarization using Iterative Deep Learning [PDF]

open access: yes, 2019
This paper presents a novel iterative deep learning framework and apply it for document enhancement and binarization. Unlike the traditional methods which predict the binary label of each pixel on the input image, we train the neural network to learn the
He, Sheng, Schomaker, Lambert
core   +2 more sources

Binarized Support Vector Machines [PDF]

open access: yesINFORMS 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
openaire   +8 more sources

Degraded Historical Document Binarization: A Review on Issues, Challenges, Techniques, and Future Directions

open access: yesJournal of Imaging, 2019
In this era of digitization, most hardcopy documents are being transformed into digital formats. In the process of transformation, large quantities of documents are stored and preserved through electronic scanning.
Alaa Sulaiman   +2 more
doaj   +1 more source

The impact of different thresholds on optical coherence tomography angiography images binarization and quantitative metrics

open access: yesScientific 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
doaj   +1 more source

Image Segmentation by Agent-Based Pixel Homogenization

open access: yesIEEE Access, 2023
Image segmentation is the process of partitioning an image into multiple regions or objects, each representing a coherent and meaningful part of the image.
Ernesto Ayala   +3 more
doaj   +1 more source

Optical images-based edge detection in Synthetic Aperture Radar images [PDF]

open access: yes, 2015
We address the issue of adapting optical images-based edge detection techniques for use in Polarimetric Synthetic Aperture Radar (PolSAR) imagery. We modify the gravitational edge detection technique (inspired by the Law of Universal Gravity) proposed by
Barrenechea, Edurne   +5 more
core   +2 more sources

Heuristic threshold for Histogram-based Binarization of Grayscale Images

open access: yesIndustrial Data, 2014
The development of a Virtual Lab to perform experiments on histogram-based binarization of grey-leveled images is reported. With the aim of automatizing the binarization process, a Heuristic Binarization Threshold is introduced.
Javier Montenegro Joo
doaj   +1 more source

Vibration intensity estimation based on image analysis of a round test object with vibration blur

open access: yesИзвестия 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
doaj   +1 more source

Self-Binarizing Networks

open access: yesCoRR, 2019
9 pages, 5 ...
Fayez Lahoud   +3 more
openaire   +2 more sources

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