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Grayification: A meaningful grayscale conversion to improve handwritten historical documents analysis

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-642-02230-2_60openalex-snapshot
Contrast Enhancing Colour to Grey
inferredcites →https://doi.org/10.1007/s00371-008-0231-2openalex-snapshot
An improved contrast enhancing approach for color-to-grayscale mappings
inferredcites →https://doi.org/10.1007/s10032-010-0130-8openalex-snapshot
Document image binarization using background estimation and stroke edges
inferredcites →https://doi.org/10.1016/j.patcog.2005.09.010openalex-snapshot
Adaptive degraded document image binarization
inferredcites →https://doi.org/10.1016/j.patcog.2006.11.003openalex-snapshot
Decolorize: Fast, contrast enhancing, color to grayscale conversion
inferredcites →https://doi.org/10.1016/s0031-3203(01)00027-9openalex-snapshot
Document image binarization based on topographic analysis using a water flow model
inferredcites →https://doi.org/10.1016/s0031-3203(99)00055-2openalex-snapshot
Adaptive document image binarization
inferredcites →https://doi.org/10.1109/34.476511openalex-snapshot
Goal-directed evaluation of binarization methods
inferredcites →https://doi.org/10.1109/das.2016.56openalex-snapshot
SDK Reinvented: Document Image Analysis Methods as RESTful Web Services
inferredcites →https://doi.org/10.1109/das.2016.78openalex-snapshot
Marginal Noise Reduction in Historical Handwritten Documents -- A Survey
inferredcites →https://doi.org/10.1109/das38526.2016openalex-snapshot
2016 12th IAPR Workshop on Document Analysis Systems (DAS)
inferredcites →https://doi.org/10.1109/iccea.2010.192openalex-snapshot
Color Image to Grayscale Image Conversion
inferredcites →https://doi.org/10.1109/iceei.2011.6021794openalex-snapshot
Color to grayscale transform preserving natural order of hues
inferredcites →https://doi.org/10.1109/iceei52609.2021openalex-snapshot
2021 International Conference on Electrical Engineering and Informatics (ICEEI)
inferredcites →https://doi.org/10.1109/icfhr.2016.0118openalex-snapshot
ICFHR2016 Handwritten Document Image Binarization Contest (H-DIBCO 2016)
inferredcites →https://doi.org/10.1109/icfhr39407.2016openalex-snapshot
2016 15th International Conference on Frontiers in Handwriting Recognition (ICFHR)
inferredcites →https://doi.org/10.1109/med.2013.6608937openalex-snapshot
Conversion of color documents to grayscale
inferredcites →https://doi.org/10.1109/tip.2012.2219550openalex-snapshot
Performance Evaluation Methodology for Historical Document Image Binarization
inferredcites →https://doi.org/10.1109/tsmc.1979.4310076openalex-snapshot
A Threshold Selection Method from Gray-Level Histograms
inferredcites →https://doi.org/10.1111/j.1467-8659.2005.00867.xopenalex-snapshot
Re‐coloring Images for Gamuts of Lower Dimension
inferredcites →https://doi.org/10.1111/j.1467-8659.2008.01319.xopenalex-snapshot
Perceptual Evaluation of Color‐to‐Grayscale Image Conversions
inferredcites →https://doi.org/10.1117/12.767755openalex-snapshot
Efficient implementation of local adaptive thresholding techniques using integral images
inferredcites →https://doi.org/10.1117/12.783598openalex-snapshot
The OCRopus open source OCR system
inferredcites →https://doi.org/10.1117/12.7974125openalex-snapshot
Digital Color Image Enhancement Based On The Saturation Component
inferredcites →https://doi.org/10.1145/1073204.1073241openalex-snapshot
Color2Gray
inferredcites →https://doi.org/10.2312/compaesth/compaesth07/073-080openalex-snapshot
An Efficient Perception-based Adaptive Color to Gray Transformation
inferredcites →https://doi.org/10.2352/cic.2004.12.1.art00016openalex-snapshot
Spatial Color-to-Grayscale Transform Preserving Chrominance Edge Information

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4676405openalex-extracted
Text to Image Conversion Using Optimized Deep Convolutional Gan (Dcgan)
inferred← citeshttps://doi.org/10.1007/s10032-022-00401-yopenalex-snapshot
Boosting modern and historical handwritten text recognition with deformable convolutions
inferred← citeshttps://doi.org/10.1007/s11119-026-10354-5openalex-snapshot
Structuring wheat research applying UAV-based remote sensing through OCR- and NLP-enabled metadata analysis
inferred← citeshttps://doi.org/10.1007/s40998-020-00367-9openalex-snapshot
Detection of Blood Vessels in Optic Disc with Maximum Principal Curvature and Wolf Thresholding Algorithms for Vessel Segmentation and Prewitt Edge Detection and Circular Hough Transform for Optic Disc Detection
inferred← citeshttps://doi.org/10.1007/s42979-020-00176-1openalex-snapshot
Historical Document Image Binarization: A Review
inferred← citeshttps://doi.org/10.1016/j.culher.2024.06.013openalex-snapshot
Advanced imaging to recover illegible text in historic documents. The challenge of past chemical treatments for ink enhancement
inferred← citeshttps://doi.org/10.1016/j.fsisyn.2022.100300openalex-snapshot
Interpol questioned documents review 2019–2022
inferred← citeshttps://doi.org/10.1016/j.patrec.2020.03.019openalex-snapshot
Error-tolerant approximate graph matching utilizing node centrality information
inferred← citeshttps://doi.org/10.1016/j.patrec.2023.11.004openalex-snapshot
Behavioral analysis of bar charts in documents via stochastic petri-net modeling
inferred← citeshttps://doi.org/10.1051/itmconf/20235701001openalex-snapshot
Analysis and development of brain tumor prediction model using deep neural network
inferred← citeshttps://doi.org/10.1080/01615440.2019.1590269openalex-snapshot
A graph-based analysis for generating geographical context from a historical cadastre in Spain (17th and 18th centuries)
inferred← citeshttps://doi.org/10.1109/aimlsystems67835.2025.11330281openalex-snapshot
M-PACE: Mother Child Framework for Multimodal Compliance
inferred← citeshttps://doi.org/10.1109/icait65209.2024.10754918openalex-snapshot
Fuzzy-based Image Enhancement and Ensemble CNN Model for Bone Fracture Detection and Classification System
inferred← citeshttps://doi.org/10.1109/icpr56361.2022.9956189openalex-snapshot
The LAM Dataset: A Novel Benchmark for Line-Level Handwritten Text Recognition
inferred← citeshttps://doi.org/10.1145/3490031openalex-snapshot
Dual Discriminator GAN: Restoring Ancient Yi Characters
inferred← citeshttps://doi.org/10.11591/ijeecs.v16.i2.pp767-774openalex-snapshot
Automatic classification of paddy leaf disease
inferred← citeshttps://doi.org/10.11606/d.18.2022.tde-30112022-173306openalex-snapshot
Aplicação de velocimetria por imagem de partículas em larga escala (LSPIV) para medição de vazão em canal aberto utilizando plataforma \'open source\'
inferred← citeshttps://doi.org/10.55640/ijiot-05-01-06openalex-snapshot
Table Extraction from Financial and Transactional Documents
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