{"id":34009,"date":"2024-06-16T12:54:13","date_gmt":"2024-06-16T12:54:13","guid":{"rendered":"https:\/\/express24.ir\/d\/product\/%da%a9%d8%aa%d8%a7%d8%a8-%d9%be%d8%b1%d8%af%d8%a7%d8%b2%d8%b4-%d8%af%d8%b3%d8%aa%db%8c-%d8%aa%d8%b5%d9%88%db%8c%d8%b1-%d8%a8%d8%a7-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%aa%da%a9%d9%86%db%8c%da%a9\/"},"modified":"2024-06-16T09:29:07","modified_gmt":"2024-06-16T09:29:07","slug":"%da%a9%d8%aa%d8%a7%d8%a8-%d9%be%d8%b1%d8%af%d8%a7%d8%b2%d8%b4-%d8%af%d8%b3%d8%aa%db%8c-%d8%aa%d8%b5%d9%88%db%8c%d8%b1-%d8%a8%d8%a7-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%aa%da%a9%d9%86%db%8c%da%a9","status":"publish","type":"product","link":"https:\/\/express24.ir\/d\/product\/%da%a9%d8%aa%d8%a7%d8%a8-%d9%be%d8%b1%d8%af%d8%a7%d8%b2%d8%b4-%d8%af%d8%b3%d8%aa%db%8c-%d8%aa%d8%b5%d9%88%db%8c%d8%b1-%d8%a8%d8%a7-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%aa%da%a9%d9%86%db%8c%da%a9\/","title":{"rendered":"\u06a9\u062a\u0627\u0628 \u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0633\u062a\u06cc \u062a\u0635\u0648\u06cc\u0631 \u0628\u0627 \u067e\u0627\u06cc\u062a\u0648\u0646: \u062a\u06a9\u0646\u06cc\u06a9 \u0647\u0627\u06cc \u062a\u062e\u0635\u0635\u06cc \u0628\u0631\u0627\u06cc \u0622\u0646\u0627\u0644\u06cc\u0632 \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u062a\u0635\u0648\u06cc\u0631 \u0648 \u062a\u0641\u0633\u06cc\u0631 \u0645\u0624\u062b\u0631 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062a\u0635\u0648\u06cc\u0631\u06cc"},"content":{"rendered":"<p>&nbsp;<\/p>\n<div style=\"text-align: center;\"><img decoding=\"async\" title=\"\u062f\u0627\u0646\u0644\u0648\u062f \u06a9\u062a\u0627\u0628 Hands-On Image Processing with Python: Expert techniques for advanced image analysis and effective interpretation of image data\" src=\"https:\/\/express24.ir\/d\/wp-content\/uploads\/2024\/06\/9781789343731.jpg\" alt=\"\u062f\u0627\u0646\u0644\u0648\u062f \u06a9\u062a\u0627\u0628 Hands-On Image Processing with Python: Expert techniques for advanced image analysis and effective interpretation of image data\" \/><\/div>\n<table class=\"table table-striped table-hover\">\n<tbody>\n<tr>\n<td>\n<h3>\u0639\u0646\u0648\u0627\u0646 \u06a9\u062a\u0627\u0628 \u0628\u0647 \u0627\u0646\u06af\u0644\u06cc\u0633\u06cc:<\/h3>\n<\/td>\n<td>\n<h3>Hands-On Image Processing with Python: Expert techniques for advanced image analysis and effective interpretation of image data<\/h3>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<table class=\"table table-striped table-hover\">\n<tbody>\n<tr>\n<td>\u0633\u0627\u0644 \u0627\u0646\u062a\u0634\u0627\u0631: 2018\u00a0\u00a0|\u00a0\u00a0483 \u0635\u0641\u062d\u0647\u00a0\u00a0|\u00a0\u00a0\u062d\u062c\u0645 \u0641\u0627\u06cc\u0644: 112 \u0645\u06af\u0627\u0628\u0627\u06cc\u062a\u00a0\u00a0|\u00a0\u00a0\u0632\u0628\u0627\u0646: \u0627\u0646\u06af\u0644\u06cc\u0633\u06cc<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<table class=\"table table-striped table-hover\">\n<tbody>\n<tr>\n<td>\u0646\u0648\u06cc\u0633\u0646\u062f\u0647<\/td>\n<td>Sandipan Dey<\/td>\n<\/tr>\n<tr>\n<td>\u0646\u0627\u0634\u0631<\/td>\n<td>Packt Publishing<\/td>\n<\/tr>\n<tr>\n<td>ISBN10:<\/td>\n<td>1789343739<\/td>\n<\/tr>\n<tr>\n<td>ISBN13:<\/td>\n<td>9781789343731<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u06a9\u062a\u0627\u0628<\/h2>\n<div style=\"direction: ltr;\">\n<p>Image processing plays an important role in our daily lives with various applications such as in social media (face detection), medical imaging (X-ray, CT-scan), security (fingerprint recognition) to robotics &amp; space. This book will touch the core of image processing, from concepts to code using Python.<\/p>\n<p>The book will start from the classical image processing techniques and explore the evolution of image processing algorithms up to the recent advances in image processing or computer vision with deep learning. We will learn how to use image processing libraries such as PIL, scikit-mage, and scipy ndimage in Python. This book will enable us to write code snippets in Python 3 and quickly implement complex image processing algorithms such as image enhancement, filtering, segmentation, object detection, and classification. We will be able to use machine learning models using the scikit-learn library and later explore deep CNN, such as VGG-19 with Keras, and we will also use an end-to-end deep learning model called YOLO for object detection. We will also cover a few advanced problems, such as image inpainting, gradient blending, variational denoising, seam carving, quilting, and morphing.<\/p>\n<p>By the end of this book, we will have learned to implement various algorithms for efficient image processing.<br \/>\nWhat you will learn<\/p>\n<p>Perform basic data pre-processing tasks such as image denoising and spatial filtering in Python<br \/>\nImplement Fast Fourier Transform (FFT) and Frequency domain filters (e.g., Weiner) in Python<br \/>\nDo morphological image processing and segment images with different algorithms<br \/>\nLearn techniques to extract features from images and match images<br \/>\nWrite Python code to implement supervised \/ unsupervised machine learning algorithms for image processing<br \/>\nUse deep learning models for image classification, segmentation, object detection and style transfer<\/p>\n<p>Who this book is for<\/p>\n<p>This book is for Computer Vision Engineers, and machine learning developers who are good with Python programming and want to explore details and complexities of image processing. No prior knowledge of the image processing techniques is expected.<br \/>\nTable of Contents<\/p>\n<p>Getting started with Image Processing<br \/>\nSampling Fourier Transform<br \/>\nConvolution and Frequency domain Filtering<br \/>\nImage Enhancement<br \/>\nImage Enhancement using Derivatives<br \/>\nMorphological Image Processing<br \/>\nExtracting Image Features and Descriptors<br \/>\nImage Segmentation<br \/>\nClassical Machine Learning Methods<br \/>\nLearning in Image Processing &#8211; Image Classification with CNN<br \/>\nObject Detection, Deep Segmentation and Transfer Learning<br \/>\nAdditional Problems in Image Processing<\/p>\n<\/div>\n<h2>\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u06a9\u062a\u0627\u0628 \u0628\u0647 \u0641\u0627\u0631\u0633\u06cc (\u062a\u0631\u062c\u0645\u0647 \u0645\u0627\u0634\u06cc\u0646\u06cc)<\/h2>\n<p>\u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0627 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc 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\u062f\u0631\u06cc\u0627\u0641\u062a \u06a9\u062a\u0627\u0628 \u0628\u0647 \u0634\u0645\u0627\u0631\u0647 09395106248 \u067e\u06cc\u0627\u0645\u06a9 \u062f\u0647\u06cc\u062f. \r\n\t\t<\/td>\r\n\t<\/tr>\t\r\n\t\r\n\t\t\t<tr>\r\n\t\t<td>\r\n\t\t\t\r\n\u062f\u0631\u062c \u0634\u0645\u0627\u0631\u0647 \u0645\u0648\u0628\u0627\u06cc\u0644 \u0628\u0631\u0627\u06cc \u0633\u0641\u0627\u0631\u0634 \u0636\u0631\u0648\u0631\u06cc \u0646\u06cc\u0633\u062a \u0648\u0644\u06cc \u062a\u0631\u062c\u06cc\u062d \u0622\u0646 \u0627\u0633\u062a \u062f\u0631\u062c \u06af\u0631\u062f\u062f \u062a\u0627 \u062f\u0631 \u0635\u0648\u0631\u062a \u0628\u0631\u0648\u0632 \u0645\u0634\u06a9\u0644 \u0627\u0648\u0644\u06cc\u0646 \u0631\u0627\u0647 \u0627\u0631\u062a\u0628\u0627\u0637\u06cc \u0645\u0627 \u0628\u0627 \u0634\u0645\u0627 \u0628\u0627\u0634\u062f.\r\n\t\t<\/td>\r\n\t<\/tr>\r\n\t\r\n\t<tr>\r\n\t\t<td>\r\n\t\t\t\r\n\t\t\t\u0686\u0646\u0627\u0646\u0686\u0647 \u062f\u0631 \u062f\u0631\u06cc\u0627\u0641\u062a 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\r\n\r\n\t\t<\/td>\r\n\t<\/tr>\r\n\t\r\n<\/table>\r\n<br \/>\r\n\r\n<\/p>\n","protected":false},"excerpt":{"rendered":"<p>&nbsp; \u0639\u0646\u0648\u0627\u0646 \u06a9\u062a\u0627\u0628 \u0628\u0647 \u0627\u0646\u06af\u0644\u06cc\u0633\u06cc: Hands-On Image Processing with Python: Expert techniques for advanced image analysis and effective interpretation of [&hellip;]<\/p>\n","protected":false},"featured_media":34007,"comment_status":"open","ping_status":"closed","template":"","meta":{"pmpro_default_level":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center 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center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}}},"product_cat":[196,251],"product_tag":[],"class_list":{"0":"post-34009","1":"product","2":"type-product","3":"status-publish","4":"has-post-thumbnail","6":"product_cat-196","7":"product_cat-251","8":"pmpro-has-access","9":"desktop-align-left","10":"tablet-align-left","11":"mobile-align-left","13":"first","14":"instock","15":"shipping-taxable","16":"purchasable","17":"product-type-variable"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.0 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u06a9\u062a\u0627\u0628 \u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0633\u062a\u06cc \u062a\u0635\u0648\u06cc\u0631 \u0628\u0627 \u067e\u0627\u06cc\u062a\u0648\u0646: \u062a\u06a9\u0646\u06cc\u06a9 \u0647\u0627\u06cc \u062a\u062e\u0635\u0635\u06cc \u0628\u0631\u0627\u06cc 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