Deep Learning and Computer Vision: Models and Biomedical Applications

Name: Deep Learning and Computer Vision: Models and Biomedical Applications
Brand: Springer, Berlin
SKU: 9789819612840
Price: 1098.85 RON
Availability: InStock

Volume 1

Autor: Uma N Dulhare, Essam Halim Houssein

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Legare: Copertă tare

Editura: Springer, Berlin

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This book takes a balanced approach between theoretical understanding and real time applications. Al...

Informații despre carte

Autor

Uma N Dulhare, Essam Halim Houssein

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2025

Pagini

250

EAN

9789819612840

Enbook ID

46823597

Editura

Springer, Berlin

Greutate

461

Dimensiuni

155 x 235

Descriere completă

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.

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Deep Learning and Computer Vision: Models and Biomedical Applications

Volume 1

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Descriere completă

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