Research Topics of Document Image processing

By Prof. Fazal Rehman Shamil
Last modified on April 17th, 2022

Research Area/ Research Interest: Document Image processing

Research Paper Topics for: Masters and PhD Thesis and publication

  1. Document Image Processing- A Review
  2. Hyperspectral document image processing: Applications, challenges and future prospects
  3. Image processing methods for document image analysis
  4. Complex image processing with less data—Document image binarization by integrating multiple pre-trained U-Net modules
  5. Document image analysis
  6. Document image binarization: Evaluation of algorithms
  7. An integrated system for handwritten document image processing
  8. ICDAR 2013 document image binarization contest (DIBCO 2013)
  9. A prototype document image analysis system for technical journals
  10. Adaptive document image binarization
  11. Adaptive degraded document image binarization
  12. AdOtsu: An adaptive and parameterless generalization of Otsu’s method for document image binarization
  13. ICDAR 2009 document image binarization contest (DIBCO 2009)
  14. Document image analysis: A primer
  15. Structured document image analysis
  16. Document image processing for paper side communications
  17. Document image noises and removal methods
  18. An effective document image deblurring algorithm
  19. Document image binarization based on texture features
  20. Document Image Understanding.
  21. Document image processing based on enhanced border following algorithm
  22. A rule-based system for document image segmentation
  23. Robust document image binarization technique for degraded document images
  24. Document image quality assessment: A brief survey
  25. Multiresolution morphological approach to document image analysis
  26. Document image processing—new light on an old problem
  27. A document image retrieval system
  28. Document image defect models
  29. H-DIBCO 2010-handwritten document image binarization competition
  30. Progress in camera-based document image analysis
  31. Document Image Processing for Scanning and Printing
  32. ICDAR2017 competition on document image binarization (DIBCO 2017)
  33. Combination of document image binarization techniques
  34. Document image binarization with fully convolutional neural networks
  35. ICFHR2014 competition on handwritten document image binarization (H-DIBCO 2014)
  36. Document image analysis for World War II personal records
  37. The SCRIBO module of the Olena platform: a free software framework for document image analysis
  38. Adaptive document image thresholding using foreground and background clustering
  39. H-DIBCO 2010-handwritten document image binarization competition
  40. Progress in camera-based document image analysis
  41. Document Image Processing for Scanning and Printing
  42. ICDAR2017 competition on document image binarization (DIBCO 2017)
  43. Combination of document image binarization techniques
  44. Document image binarization with fully convolutional neural networks
  45. ICFHR2014 competition on handwritten document image binarization (H-DIBCO 2014)
  46. Document image analysis for World War II personal records
  47. The SCRIBO module of the Olena platform: a free software framework for document image analysis
  48. Adaptive document image thresholding using foreground and background clustering
  49. Web-based document image processing
  50. Twenty years of document image analysis in PAMI
  51. A survey on document image processing methods useful for assistive technology for the blind
  52. Restoration of degraded historical document image
  53. GRPOLY-DB: An old Greek polytonic document image database
  54. Hierarchical content classification and script determination for automatic document image processing
  55. Page segmentation and content classification for automatic document image processing
  56. Document image mosaicing
  57. Convolutional neural networks for document image classification
  58. Shirorekha extraction in Character Segmentation for printed devanagri text in Document Image Processing
  59. Signature detection and matching for document image retrieval
  60. Document image processing
  61. Adaptive thresholding technique for document image analysis
  62. ICFHR 2012 competition on handwritten document image binarization (H-DIBCO 2012)
  63. ICFHR2016 handwritten document image binarization contest (H-DIBCO 2016)
  64. Insights on the use of convolutional neural networks for document image binarization
  65. A cylindrical surface model to rectify the bound document image
  66. Document image understanding: Geometric and logical layout
  67. Visual appearance based document image classification
  68. Conversion of PDF documents into HTML: a case study of document image analysis
  69. Learning document image binarization from data
  70. Digital libraries and document image analysis
  71. Retrieval from document image collections
  72. Document image binarization using lstm: A sequence learning approach
  73. i DocChip: A Configurable Hardware Architecture for Historical Document Image Processing
  74. A deep learning approach to document image quality assessment
  75. The development of a general framework for intelligent document image retrieval
  76. Hierarchical content classification and script determination for automatic document image processing
  77. The detection of duplicates in document image databases
  78. Difficult and urgent open problems in document image analysis for libraries
  79. Improved document image binarization by using a combination of multiple binarization techniques and adapted edge information
  80. A rule learning method for academic document image processing
  81. iDocChip: A Configurable Hardware Accelerator for an End-to-End Historical Document Image Processing
  82. Document image binarization using background estimation and stroke edges
  83. An objective evaluation methodology for document image binarization techniques
  84. Digipaper: A versatile color document image representation
  85. Performance evaluation methodology for historical document image binarization
  86. DIBCO 2009: document image binarization contest
  87. Hidden tree Markov models for document image classification
  88. An algorithm for the skew normalization of document image
  89. State estimation in a document image and its application in text block identification and text line extraction
  90. Correcting document image warping based on regression of curved text lines
  91. Adaptive binarization method for document image analysis
  92. Document image recognition based on template matching of component block projections
  93. A selectional auto-encoder approach for document image binarization
  94. Treatment of diagrams in document image analysis
  95. An enhanced algorithm for Character Segmentation in document image processing
  96. Text extraction and document image segmentation using matched wavelets and MRF model
  97. Document image layout comparison and classification
  98. Document image enhancement using directional wavelet
  99. Handwritten document image segmentation into text lines and words
  • High quality document image compression with
  • Document image binarisation using a supervised neural network
  • Performance evaluation of document image algorithms
  • FAIR: a fast algorithm for document image restoration
  • Document image dewarping using robust estimation of curled text lines
  • Document image binarisation using markov field model
  • Document image compression and analysis
  • Document image processing for hospital information systems
  • Document image binarization using recurrent neural networks
  • Document image decoding using Markov source models
  • Cascading modular u-nets for document image binarization
  • Document image retrieval: An overview
  • Document image binarization based on NFCM
  • Morphological degradation models and their use in document image restoration
  • Improved binarization algorithm for document image by histogram and edge detection
  • Text identification for document image analysis using a neural network
  • Logo matching for document image retrieval
  • Document image analysis with OCRopus
  • Table detection from document image using vertical arrangement of text blocks
  • Information retrieval in document image databases
  • Document image skew detection: Survey and annotated bibliography
  • Document image binarization based on topographic analysis using a water flow model
  • Historical document image binarization: A review
  • Real-time document image retrieval for a 10 million pages database with a memory efficient and stability improved llah
  • Low quality document image modeling and enhancement
  • Image processing for document reproduction
  • Binarization of document image using optimum threshold modification
  • Learning surrogate models of document image quality metrics for automated document image processing
  • idocchip-a configurable hardware architecture for historical document image processing: Text line extraction
  • Sdk reinvented: Document image analysis methods as restful web services
  • Msdb-nmf: Multispectral document image binarization framework via non-negative matrix factorization approach
  • Dewarping of document image by global optimization
  • Robust document image dewarping method using text-lines and line segments
  • Visual and textual deep feature fusion for document image classification
  • Document image segmentation using wavelet scale-space features
  • Groundtruth generation and document image degradation
  • Guest Editor’s Introduction: Document Image Analysis Systems
  • Using convolutional encoder-decoder for document image binarization
  • PCA-initialized deep neural networks applied to document image analysis
  • User-assisted archive document image analysis for digital library construction
  • Document image retrieval based on density distribution feature and key block feature
  • A methodology for document image dewarping techniques performance evaluation
  • Real-time document image retrieval on a smartphone
  • Document image classification: Progress over two decades
  • Madonne: document image analysis techniques for cultural heritage documents
  • Document image analysis
  • Fast and efficient document image clean up and binarization based on retinex theory
  • Document image clean-up and binarization
  • Cross-Modal Deep Networks For Document Image Classification
  • U-Net-bin: hacking the document image binarization contest
  • Learning 2d morphological network for old document image binarization
  • DivaServices—A RESTful web service for Document Image Analysis methods
  • Document image de-warping for text/graphics recognition
  • Web document image retrieval system based on word spotting
  • Image processing and pattern recognition: fundamentals and techniques
  • The state of the art of document image degradation modelling
  • Comparison and Analysis of Several Document Image Binarization Algorithms
  • Composition of a dewarped and enhanced document image from two view images
  • A survey of document image classification: problem statement, classifier architecture and performance evaluation
  • Large scale parallel document image processing
  • A proposal on digital watermark in document image communication and its application to realizing a signature
  • Evaluation of deep convolutional nets for document image classification and retrieval
  • Handwritten document image segmentation and analysis
  • Farsi document image recognition system using word layout signature
  • MAP-MRF approach for binarization of degraded document image
  • Document Image Analysis: Current Trends and Challenges in Graphics Recognition
  • Automatic document image binarization using bayesian optimization
  • A method for combining complementary techniques for document image segmentation
  • Neural networks for document image preprocessing: state of the art
  • Document image matching based on component blocks
  • Document image retrieval using signatures as queries
  • Efficient transcript mapping to ease the creation of document image segmentation ground truth with text-image alignment
  • Signature-based document image retrieval
  • Deep networks for degraded document image binarization through pyramid reconstruction
  • Camera based document image retrieval with more time and memory efficient LLAH
  • Document image retrieval through word shape coding
  • Image enhancement and image restoration for old document image using genetic algorithm
  • A Scanned Document Image Processing Model for Information System
  • Using morphology in document image processing
  • Document image binarization using a discriminative structural classifier
  • Use of document image processing in cancer registration: how and why?
  • A wavelet approach to double-sided document image pair processing
  • Unsupervised neural domain adaptation for document image binarization
  • A robust skew detection algorithm for grayscale document image
  • idocchip: A configurable hardware architecture for historical document image processing: Percentile based binarization
  • A survey on document image binarization techniques
  • Document image database retrieval and browsing using texture analysis
  • Document image binarization techniques, developments and related issues: a review
  • A proposed optimum threshold level for document image binarization
  • Handwritten document image binarization: An adaptive K-means based approach
  • Degraded document image binarization based on combination of two complementary algorithms
  • Document image quality assessment based on improved gradient magnitude similarity deviation
  • Rectifying the bound document image captured by the camera: A model based approach
  • Document image retrieval with local feature sequences
  • Bag–of–colors for biomedical document image classification
  • Image and document processing techniques for the RightPages electronic library system
  • An improved scene text and document image binarization scheme
  • Document image data hiding technique using character spacing width sequence coding
  • Fast document image binarization based on an improved adaptive Otsu’s method and destination word accumulation
  • Word-level access to document image datasets
  • The integration of document image processing and text retrieval principles
  • Document image matching and retrieval with multiple distortion-invariant descriptors
  • Restoration based Contourlet Transform for historical document image binarization
  • Document image characterization using a multiresolution analysis of the texture: application to old documents
  • Improved document image segmentation algorithm using multiresolution morphology
  • An efficient method for the skew normalization of a document image
  • Document image processing methods for active forms
  • Text region extraction in a document image based on the Delaunay tessellation
  • Effective document image deblurring via gradient histogram preservation
  • Weighted PCA for improving Document Image Retrieval System based on keyword spotting accuracy
  • Example-based single document image super-resolution: a global map approach with outlier rejection
  • Document image quality assessment using discriminative sparse representation
  • A review on document image binarization technique for degraded document images
  • AGORA: the interactive document image analysis tool of the BVH project
  • Word-level multi-script Indic document image dataset and baseline results on script identification
  • Selection criteria for a document image processing system for the ELINOR Electronic Library project
  • First maurdor 2013 evaluation campaign in scanned document image processing
  • DP-LinkNet: A convolutional network for historical document image binarization
  • Mechanism for Structuring the Data from a Generic Identity Document Image using Semantic Analysis
  • Adaptive deblurring for camera-based document image processing
  • Blind document image quality prediction based on modification of quality aware clustering method integrating a patch selection strategy
  • Document image mosaicing with mobile phones
  • Identification of Kashmiri script in a bilingual document image
  • Quality assurance for document image collections in digital preservation
  • An Entropy-Based Binarization Method to Separate Foreground from Background in Document Image Processing.
  • Document image retrieval to support reading Mokkans
  • Directional Wavelet Approach to Remove Document Image Interference.
  • Influence of color-to-gray conversion on the performance of document image binarization: Toward a novel optimization problem
  • Semi-structured document image matching and recognition
  • Scanner-model-based document image improvement
  • Multimodal document image classification
  • Two stream deep network for document image classification
  • Various document image mosaicing method in image processing: A survey
  • Embedded textual content for document image classification with convolutional neural networks
  • Logo and seal based administrative document image retrieval: a survey
  • Document image OCR accuracy prediction via latent Dirichlet allocation
  • A learning framework for degraded document image binarization using Markov random field
  • Modeling adaptive degraded document image binarization and optical character system
  • An improved adaptive document image binarization method
  • Complex and degraded color document image binarization
  • Gabor filters for degraded document image binarization
  • A noise attribute thresholding method for document image binarization
  • Review on extraction techniques for images, textlines and keywords from document image
  • Fingerprint-based document image retrieval
  • Document image retrieval system using character candidates generated by character recognition process
  • Historical document image binarization using background estimation and energy minimization
  • Document image matching using a maximal grid approach
  • Historical document image restoration using multispectral imaging system
  • Document image binarization based on stroke enhancement
  • Camera-based document image mosaicing
  • Binarizing document image using coplanar prefilter
  • Hangul document image retrieval system using rank-based recognition
  • Cutting the error by half: Investigation of very deep cnn and advanced training strategies for document image classification
  • A survey on document image analysis and retrieval system
  • A deep transfer learning approach to document image quality assessment
  • Study on the model of document image processing
  • Document image processing
  • Contrast enhancement of degraded document image using partitioning based genetic algorithm
  • Degraded document image enhancement
  • Content-based document image retrieval in complex document collections
  • A review on document image analysis techniques directly in the compressed domain
  • An improved binarization algorithm based on a water flow model for document image with inhomogeneous backgrounds
  • Document image binarization using threshold segmentation
  • An automated generation of an electronic library based on document image understanding
  • Exploiting state-of-the-art deep learning methods for document image analysis
  • The wordometer–estimating the number of words read using document image retrieval and mobile eye tracking
  • Document image summarization without OCR
  • Ancient degraded document image binarization based on texture features
  • A comparative study of different texture features for document image retrieval
  • Degraded document image binarization combining local statistics
  • A document image segmentation system using analysis of connected components
  • No-reference document image quality assessment based on high order image statistics
  • Watershed based document image analysis
  • Document image applications
  • Writer identification in a handwritten document image using texture features
  • Performance evaluation methodology for document image dewarping techniques
  • Degraded document image binarization using structural symmetry of strokes
  • Javanese character image segmentation of document image of Hamong Tani
  • A document image model and estimation algorithm for optimized JPEG decompression
  • A proposal of a document image reading-life log based on document image retrieval and eyetracking
  • Palm leaf manuscript/color document image enhancement by using improved adaptive binarization method
  • Direct Processing of Run Length Compressed Document Image for Segmentation and Characterization of a Specified Block
  • An object attribute thresholding algorithm for document image binarization
  • Towards a structured-document-image utility
  • Document image retrieval using deep features
  • Script identification of document image analysis
  • Image processing based degraded camera captured document enhancement for improved OCR accuracy
  • Augment document image binarization by learning
  • Document image analysis for active reading
  • Camera-based document image mosaicing using LLAH
  • Multi-spectral document image binarization using image fusion and background subtraction techniques
  • Wavelet based co-occurrence histogram features for texture classification with an application to script identification in a document image
  • Gabor filter-based texture for ancient degraded document image binarization
  • Document image preprocessing based on optimal Boolean filters
  • Duplicate detection for quality assurance of document image collections
  • Document image template matching based on component block list
  • Planting, growing, and pruning trees: Connected filters applied to document image analysis
  • Document image binarization based on texture analysis
  • Document image binarization with cascaded generators of conditional generative adversarial networks
  • Document Image Retrieval Based on Layout Structural Similarity.
  • Introductory digital image processing: a remote sensing perspective
  • CMATERdb1: a database of unconstrained handwritten Bangla and Bangla–English mixed script document image
  • Versatile document image content extraction
  • Document image matching and annotation lifting
  • Document image defect models and their uses
  • Document image segmentation using deep features
  • Document image analysis and verification using cursive signature
  • Edge-preserving prefiltering for document image binarization
  • Parameter tuning for document image binarization using a racing algorithm

List of Journals on Digital image Processing, Usability and Vision

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