Hands-On Image Processing with Python: Expert techniques for advanced image analysis and effective interpretation of image data
Author:   Sandipan Dey
Publisher:   Packt Publishing Limited
ISBN:  

9781789343731


Pages:   492
Publication Date:   30 November 2018
Format:   Paperback
Availability:   Available To Order   Availability explained
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Hands-On Image Processing with Python: Expert techniques for advanced image analysis and effective interpretation of image data


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Author:   Sandipan Dey
Publisher:   Packt Publishing Limited
Imprint:   Packt Publishing Limited
ISBN:  

9781789343731


ISBN 10:   1789343739
Pages:   492
Publication Date:   30 November 2018
Audience:   Professional and scholarly ,  Adult education ,  Professional & Vocational ,  Further / Higher Education
Format:   Paperback
Publisher's Status:   Active
Availability:   Available To Order   Availability explained
We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately.

Table of Contents

Table of Contents Getting started with Image Processing Sampling Fourier Transform Convolution and Frequency domain Filtering Image Enhancement Image Enhancement using Derivatives Morphological Image Processing Extracting Image Features and Descriptors Image Segmentation Classical Machine Learning Methods Learning in Image Processing - Image Classification with CNN Object Detection, Deep Segmentation and Transfer Learning Additional Problems in Image Processing

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Author Information

Sandipan Dey is a data scientist with a wide range of interests, covering topics such as machine learning, deep learning, image processing, and computer vision. He has worked in numerous data science fields, working with recommender systems, predictive models for the events industry, sensor localization models, sentiment analysis, and device prognostics. He earned his master's degree in computer science from the University of Maryland, Baltimore County, and has published in a few IEEE Data Mining conferences and journals. He has earned certifications from 100+ MOOCs on data science, machine learning, deep learning, image processing, and related courses/specializations. He is a regular blogger on his blog (sandipanweb) and is a machine learning education enthusiast.

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