A COMPARATIVE STUDY ON THRESHOLDING TECHNIQUES FOR GRAY IMAGE BINARIZATION
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Summary
A comparative study provides to select the robust thresholding technique for general images and MRI head scans by analyzing the five thresholding techniques such as Sauvola thresholding, Niblack thresholds, Ridler and Calvard thresholds, Kittler and Illingworth thresholding and Otsu Thresholding.
- Type
- article
- Published
- 2017-08-20
- Cited by
- 12
- References
- 18
- Access
- Open access
- OpenAlex
- https://openalex.org/W2750730210
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:125729539
Keywords
Thresholding, Balanced histogram thresholding, Artificial intelligence, Computer science, Computer vision
References
- Adaptive document binarization
- Picture thresholding using an iterative selection method.
- Image Segmentation by Using Threshold Techniques
- A rapid automatic brain tumor detection method for MRI images using modified minimum error thresholding technique
- Minimum error thresholding
- A new image binarization method using iterative partitioning
- A New Efficient Binarization Method for MRI of Brain Image
- A new method for gray-level picture thresholding using the entropy of the histogram
- An introduction to digital image processing
- Adaptive document image binarization
- Survey over image thresholding techniques and quantitative performance evaluation
- A Simple Image Processing Approach To Abnormal Slices Detection From MRI Tumor Volumes
- A new method for gray-level picture thresholding using the entropy of the histogram
- Modified Kittler and Illingworth's Thresholding for MRI Brain Image Segmentation
Cited by
- Digital conversion model for hand-filled forms using optical character recognition (OCR)
- Analysis Thresholding Sauvola pada Background Subtraction untuk Deteksi Objek Bergerak
- An Efficient Phase-Based Binarization Method for Degraded Historical Documents
- Noise reducing performance of anisotropic diffusion filter and circular median filter in digital images
- Adaptive binarization based on fuzzy integrals
- Sugeno integral generalization applied to improve adaptive image binarization
- A Survey on Segmentation Techniques for Image Processing
- Identifying Defective Fruits and Vegetables with Hyper-spectral Images: A Brief Tutorial
- Study on Reduction of Background Fringes for Defect Detection of Specular Surface
- Comparison of threshold algorithms for automatic processing of fat crystal microscopic images based on ImageJ
- Exploring the Causes of Severe Fluctuations in Water Surface Area Using Water Index and Structural Equation Modeling: Evidence from Ebinur Lake, China
- IMPROVED SAUVOLA THRESHOLD FOR BACKGROUND SUBTRACTION ON MOVING OBJECT DETECTION
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