Generative adversarial networks for image-to-image translation. (2021)

• Record Type: Book
• Further Information: Note: Edited by Arun Solanki, Anand Nayyar, Mohd Naved.
• Editors: Solanki, Arun, 1985-; Nayyar, Anand; Naved, Mohd
• Contents: 1. Super-Resolution based GAN for Image Processing: Recent Advances and Future Trends 2. GAN models in Natural Language Processing and Image Translation 3. Generative Adversarial Networks and their variants 4. Comparative Analysis of Filtering Methods in Fuzzy C-Mean Environment for DICOM Image Segmentation 5. A Review on the Techniques for Generation of Images using GAN 6. A Review of Techniques to Detect the GAN Generated Fake Images 7. Synthesis of Respiratory Signals using Conditional Generative Adversarial Networks from Scalogram Representation 8. Visual Similarity-Based Fashion Recommendation System 9. Deep learning based vegetation index estimation 10. Image Generation using Generative Adversarial Networks 11. Generative Adversarial Networks for Histopathology Staining 12. ANALYSIS OF FALSE DATA DETECTION RATE IN GENERATIVE ADVERSARIAL NETWORKS USING RECURRENT NEURAL NETWORK 13. WGGAN: A Wavelet-Guided Generative Adversarial Network for Thermal Image Translation 14. GENERATIVE ADVERSARIAL NETWORK FOR VIDEO ANALYTICS 15. Multimodal reconstruction of retinal images over unpaired datasets using cyclical generative adversarial networks 16. Generative Adversarial Network for Video Anomaly Detection
• Publisher Details: Amsterdam : Academic Press
• Publication Date: 2021
• Extent: 1 online resource
• Subjects: 006.31; Machine learning; Artificial intelligence; Neural networks (Computer science); Generative programming (Computer science)
• Languages: English
• ISBNs: 9780128236130
• Related ISBNs: 9780128235195
• Notes: Note: Description based on CIP data; resource not viewed.
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