Cover image for Deep Learning Applications in Image Analysis
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.
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