Deep Learning and Computer Vision: Models and Biomedical Applications

Language: English

Published by Springer, Springer Mär 2025, 2025

9819612845 / 9789819612840

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This item is printed on demand - it takes 3-4 days longer - Neuware -This book takes a balanced approach between theoretical understanding and real time applications. All topics show how to explore, build, evaluate and optimize deep learning models with computer vision. Deep learning is integrated with computer vision to enhance the performance of image classification with localization, object detection, object recognition, object segmentation, image style transfer, image colorization, image reconstruction, image super-resolution, image synthesis, motion detection, pose estimation, semantic segmentation in biomedical field. Huge number of efficient approaches/applications and models support medical decisions in the fields of cardiology, dermatology, and radiology. The content of book elaborates deep learning models such as convolution neural networks, deep learning, generative adversarial network, long short-term memory networks (LSTM), autoencoder (AE), restricted Boltzmann machine (RBM), self-organizing map (SOM), deep belief network (DBN), etc. 232 pp. Englisch.…

Title
Deep Learning and Computer Vision: Models and Biomedical Applications
Author
Uma N. Dulhare
Publisher
Springer, Springer Mär 2025
Publication year
2025
Condition
Neu
Binding
Buch
Language
English
ISBN 10
9819612845
ISBN 13
9789819612840
Item weight
516 grams
Dimensions
241x160x19 mm

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

Shipping rates from Germany to U.S.A.

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BuchWeltWeit Ludwig Meier e.K.

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