Image processing and acquisition using Python. ([2014])

• Record Type: Book
• Further Information: Note: Ravishankar Chityala, Sridevi Pudipeddi.
• Authors: Chityala, Ravishankar; Pudipeddi, Sridevi
• Contents: Introduction to Images and Computing using Python; Introduction to Python; Introduction; What Is Python?; Python Environments; Running a Python Program; Basic Python Statements and Data Types Computing using Python Modules; Introduction; Python Modules; Numpy; Scipy; Matplotlib; Python Imaging Library; Scikits; Python OpenCV Module Image and Its Properties; Introduction; Image and Its Properties; Image Types; Data Structures for Image Analysis; Programming Paradigm Image Processing using Python; Spatial Filters; Introduction; Filtering; Edge Detection using Derivatives Image Enhancement; Introduction; Pixel Transformation; Image Inverse; Power Law Transformation; Log Transformation; Histogram Equalization; Contrast Stretching Fourier Transform ; Introduction; Definition of Fourier Transform; Two-Dimensional Fourier Transform; Convolution; Filtering in Frequency Domain Segmentation; Introduction; Histogram-Based Segmentation; Region-Based Segmentation; Segmentation Algorithm for Various Modalities Morphological Operations; Introduction; History; Dilation; Erosion; Grayscale Dilation and Erosion; Opening and Closing; Hit-or-Miss; Thickening and Thinning Image Measurements; Introduction; Labeling; Hough Transform; Template Matching Image Acquisition; X-Ray and Computed Tomography ; Introduction; History; X-Ray Generation; Material Properties; X-Ray Detection; X-Ray Imaging Modes; Computed Tomography (CT); Hounsfield Unit (HU); Artifacts Magnetic Resonance Imaging; Introduction; Laws Governing NMR and MRI; Material Properties; NMR Signal Detection; MRI Signal Detection or MRI Imaging; MRI Construction; T1, T2, and Proton Density Image; MRI Modes or Pulse Sequence; MRI Artifacts Light Microscopes; Introduction; Physical Principles; Construction of a Wide-Field Microscope; Epi-Illumination; Fluorescence Microscope; Confocal Microscopes; Nipkow Disk Microscopes; Confocal or Wide-Field? Electron Microscopes; Introduction; Physical Principles; Construction of EM; Specimen Preparations; Construction of TEM; Construction of SEM; Appendix A: Installing Python Distributions; Appendix B: Parallel Programming Using MPI4Py; Appendix C: Introduction to ImageJ; Appendix D: MATLAB and Numpy Functions Index A Summary and Exercises appear at the end of each chapter.
• Publisher Details: Boca Raton, FL : CRC Press
• Publication Date: 2014
• Copyright Date: 2014
• Extent: 1 online resource (xxxvi, 350 pages), illustrations
• Subjects: 006.7; Image processing; Python (Computer program language); TECHNOLOGY & ENGINEERING -- Biomedical; TECHNOLOGY & ENGINEERING -- Imaging Systems; MATHEMATICS -- Graphic Methods; Image processing; Python (Computer program language); COMPUTERS / General; Electronic books
• Languages: English
• ISBNs: 1466583762; 9781466583764
• Related ISBNs: 9781466583757; 1466583754; 1322633320; 9781322633329; 1498701248; 9781498701242
• Notes: Note: Includes bibliographical references.; Note: Print version record.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.