Deep Learning Applications in Image Analysis
by
 
Roy, Sanjiban Sekhar. editor.

Title
Deep Learning Applications in Image Analysis

Author
Roy, Sanjiban Sekhar. editor.

ISBN
9789819937844

Edition
1st ed. 2023.

Physical Description
XII, 210 p. 122 illus., 96 illus. in color. online resource.

Series
Studies in Big Data, 129

Contents
Classification and segmentation of images using deep learning -- Image reconstruction, image super-resolution and image synthesis by deep learning techniques -- Deep learning for cancer images -- Deep Learning in Gastrointestinal Endoscopy -- Tumor detection using deep learning -- Deep learning for image analysis using multimodality fusion -- Image quality recognition methods inspired by deep learning -- Advanced Deep Learning methods in computer vision with 3D data -- Deep Learning models to solve the task of MOT(Multiple Object Tracking) -- Deep learning techniques for semantic segmentation of images -- Applications of deep learning for image forensics -- Human action recognition using deep learning -- Application of deep learning in satellite image classification and segmentation.

Subject Term
Computational intelligence.
 
Artificial intelligence.
 
Machine learning.

Added Author
Roy, Sanjiban Sekhar.
 
Hsu, Ching-Hsien.
 
Kagita, Venkateshwara.

Added Corporate Author
SpringerLink (Online service)

Electronic Access
https://doi.org/10.1007/978-981-99-3784-4


LibraryMaterial TypeItem BarcodeShelf Number[[missing key: search.ChildField.HOLDING]]Status
Online LibraryE-Book528042-1001ONLINEElektronik Kütüphane