Signal and image processing techniques for the development of intelligent healthcare systems. (2020)

• Record Type: Book
• Further Information: Note: E. Priya, V. Rajinikanth, editors.
• Other Names: Priya, E; Rajinikanth, Venkatesan
• Contents: Chapter 1. An Integrated Design of Fuzzy C-Means and NCA based Multi-Properties Features Reduction for Brain Tumor Recognition.- Chapter 2. Hybrid Image Processing based Examination of 2D Brain MRI Slices to Detect Brain Tumour/Stroke Section - A Study.- Chapter 3. Edge Enhancing Coherence Diffusion Filter for Level Set Segmentation and Asymmetry Analysis using Curvelets in Breast Thermograms.- Chapter 4. Lung Cancer Diagnosis Based on Image Fusion and prediction using CT and PET image.- Chapter 5. Segmentation and Validation of Infrared Breast Images using Weighted Level Set and Phase Congruency Edge Map Framework.- Chapter 6. Analysis of Material Profile for Polymer Based Mechanical Microgripper for Thin Plate Holding.- Chapter 7. Design and Testing of Elbow Actuated Wearable Robotic Arm for Muscular Disorders.- Chapter 8. A Comprehensive Study of Image Fusion Techniques and Their Applications.- Chapter 9. Multilevel Mammogram Image Analysis for Identifying Outliers, Misclassification using Machine Learning.- Chapter 10. A Review on Automatic Detection of Retinal Lesions in Fundus Images for Diabetic Retinopathy.- Chapter 11. Medical Image Watermarking: A Review on Wavelet Based Methods.- Chapter 12. EEG Signal Extraction Analysis Techniques.- Chapter 13. Classification of sEMG Signal based Arm Action using Convolutional Neural Network.- Chapter 14. An Automated Approach for the Identification of TB Images Enhanced by Non-uniform Illumination Correction.
• Publisher Details: Singapore : Springer
• Publication Date: 2020
• Copyright Date: 2021
• Extent: 1 online resource (283 pages)
• Subjects: 616.07/54; Diagnostic imaging -- Digital techniques; Diagnostic imaging -- Data processing; Signal processing -- Digital techniques; Image processing -- Digital techniques; Artificial intelligence -- Medical applications; Molecular biology; Image processing; Machine learning; Biomedical engineering; Science -- Life Sciences -- Anatomy & Physiology; Computers -- Computer Graphics; Computers -- Intelligence (AI) & Semantics; Medical -- Allied Health Services -- Medical Technology; Artificial intelligence -- Medical applications; Diagnostic imaging -- Data processing; Diagnostic imaging -- Digital techniques; Image processing -- Digital techniques; Signal processing -- Digital techniques; Electronic books; Electronic books
• Languages: English
• ISBNs: 9789811561412
• Related ISBNs: 9789811561405
• 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.