Title
A Beginners Guide to Image Preprocessing Techniques (Intelligent Signal Processing and Data Analysis),Used
Delivery time: 8-12 business days (International)
For optimal computer vision outcomes, attention to image preprocessing is required so that one can improve image features by eliminating unwanted falsification. This book emphasizes various image preprocessing methods which are necessary for early extraction of features from the image. Effective use of image preprocessing can offer advantages and resolve complications that finally results in improved detection of local and global features. Different approaches for image enrichments and improvements are conferred in this book that will affect the feature analysis depending on how the procedures are employed.Key FeaturesDescribes the methods used to prepare images for further analysis which includes noise removal, enhancement, segmentation, local, and global feature descriptionIncludes image data preprocessing for neural networks and deep learningCovers geometric, pixel brightness, filtering, mathematical morphology transformation, and segmentation preprocessing techniquesIllustrates a combination of basic and advanced preprocessing techniques essential to computer vision pipelineDetails complications to resolve using image preprocessing
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This warranty strictly does not cover damages that arose from negligence, misuse, wear and tear, or not in accordance with product instructions (dropping the product, etc.).
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