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
:
| Library | Material Type | Item Barcode | Shelf Number | [[missing key: search.ChildField.HOLDING]] | Status |
|---|
| Online Library | E-Book | 528042-1001 | ONLINE | | Elektronik Kütüphane |