Computational Intelligence Methods for Super Resolution in Image Processing Applications Anand Deshpande

Computational Intelligence Methods for Super Resolution in Image Processing Applications Anand Deshpande – Ebook Instant Download/Delivery ISBN(s): 9783030679200,3030679209

Product details:

• ISBN 10:3030679209
• ISBN 13:9783030679200
• Author(s): Anand Deshpande, Vania V. Estrela, Navid Razmjooy, (eds.)

Table contents:

1. Cover
2. Front Matter
3. Part I. A Panorama of Computational Intelligence in Super-Resolution Imaging
4. Introduction to Computational Intelligence and Super-Resolution
5. Review on Fuzzy Logic Systems with Super-Resolved Imaging and Metaheuristics for Medical Applications
6. Super-Resolution with Deep Learning Techniques: A Review
7. A Comprehensive Review of CAD Systems in Ultrasound and Elastography for Breast Cancer Diagnosis
8. Part II. State-of-the-Art Computational Intelligence in Super-Resolution Imaging
9. Pictorial Image Synthesis from Text and Its Super-Resolution Using Generative Adversarial Networks
10. Analysis of Lossy and Lossless Compression Algorithms for Computed Tomography Medical Images Based on Bat and Simulated Annealing Optimization Techniques
11. Super-Resolution-Based Human-Computer Interaction System for Speech and Hearing Impaired Using Real-Time Hand Gesture Recognition System
12. Lossy Compression of Noisy Images Using Autoencoders for Computer Vision Applications
13. Recognition of Handwritten Nandinagari Palm Leaf Manuscript Text
14. Deep Image Prior and Structural Variation-Based Super-Resolution Network for Fluorescein Fundus Angiography Images
15. Lightweight Spatial Geometric Models Assisting Shape Description and Retrieval
16. Dual-Tree Complex Wavelet Transform and Deep CNN-Based Super-Resolution for Video Inpainting with Application to Object Removal and Error Concealment
17. Super-Resolution Imaging and Intelligent Solution for Classification, Monitoring, and Diagnosis of Alzheimer’s Disease
18. Image Enhancement Using Nonlocal Prior and Gradient Residual Minimization for Improved Visualization of Deep Underwater Image
19. Relative Global Optimum-Based Measure for Fusion Technique in Shearlet Transform Domain for Prognosis of Alzheimer’s Disease
20. Back Matter

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