Digital image processing with C++ : implementing reference algorithms with the CImg library /: implementing reference algorithms with the CImg library. (2023)

• Record Type: Book
• Further Information: Note: David Tschumperle, Christophe Tilmant, Vincent Barra.
• Authors: Tschumperle, David; Tilmant, Christophe; Barra, Vincent
• Contents: I INTRODUCTION TO Clmg 1. Introduction. 2. Getting Started With the CImg Library . 2.1 Objective: subdivide an image into blocks. 2.2 Setup and first program. 2.3 Computing the variations. 2.4 Computing the block decomposition. 2.5 Rendering of the decomposition. 2.6 Interactive visualization. 2.7 Final source code II IMAGE PROCESSING USING CImg 3. Point Processing Transformations . 3.1 Image operations. 3.2 Histogram operations. 4. Mathematical Morphology . 4.1 Binary images. 4.2 Gray-level images. 4.3 Some applications. 5. Filtering . 5.1 Spatial filtering. 5.2 Recursive filtering. 5.3 Frequency filtering. 5.4 Diffusion filtering. 6. Feature Extraction . 6.1 Points of interest. 6.2 Hough transform. 6.3 Texture features. 7. Segmentation . 7.1 Edge-based approaches. 7.2 Region-based approaches. 8. Motion Estimation . 8.1 Optical flow: dense motion estimation. 8.2 Sparse estimation. 9. Multispectral Approaches . 9.1 Dimension reduction. 9.2 Color imaging. 10. 3D Visualisation. 10.1 Structuring of 3D mesh objects. 10.2 3D plot of a function z = f (x;y). 10.3 Creating complex 3D objects. 10.4 Visualization of a cardiac segmentation in MRI. 11. And So Many Other Things. 11.1 Compression by transform (JPEG). 11.2 Tomographic reconstruction. 11.3 Stereovision. 11.4 Interactive deformation using RBF. List of CImg Codes. References. Index.
• Edition: 1st
• Publisher Details: Boca Raton : CRC Press
• Publication Date: 2023
• Extent: 1 online resource (312 pages)
• Subjects: 005.133; Image processing -- Digital techniques -- Computer programs; Libraries (Computer program subroutines); C++ (Computer program language)
• Languages: English
• ISBNs: 9781000831504; 9781000831429
• Related ISBNs: 9781032347523; 9781032347530
• Notes: Note: Includes bibliographical references and index.; Note: Description based on CIP data; resource not viewed.
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