{"product_id":"digital-image-processing-and-analysis-computer-vision-and-image-analysis-9781032071299","title":"Digital Image Processing and Analysis: Computer Vision and Image Analysis","description":"\u003cblockquote\u003eThis course will teach you how to develop computer vision application algorithms using software tools. It will also cover the underlying processes needed for image analysis and provide you with concepts to develop your own algorithms. The course includes software tools for analysis and development.\u003c\/blockquote\u003e\n\u003cp\u003e\u003cstrong\u003eFormat\u003c\/strong\u003e: Hardback\u003cbr\u003e\u003cstrong\u003eLength\u003c\/strong\u003e: 420 pages\u003cbr\u003e\u003cstrong\u003ePublication date\u003c\/strong\u003e: 18 January 2023\u003cbr\u003e\u003cstrong\u003ePublisher\u003c\/strong\u003e: Taylor \u0026amp; Francis Ltd\u003cbr\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cbr\u003eComputer vision is a rapidly growing field that has the potential to revolutionize various industries, from healthcare to transportation. Developing computer vision application algorithms is crucial for leveraging this technology's full potential. In this article, we will explore the steps you can take to learn how to develop computer vision application algorithms.\u003cbr\u003e\u003cbr\u003eUnderstanding the Basics:\u003cbr\u003e\u003cbr\u003eBefore diving into the intricacies of computer vision, it is essential to have a solid understanding of the underlying principles and concepts. This includes understanding image processing, computer graphics, and machine learning. You should also be familiar with popular programming languages such as Python, C++, and Java, as they are commonly used in computer vision.\u003cbr\u003e\u003cbr\u003eChoosing the Right Tools:\u003cbr\u003e\u003cbr\u003eThere are numerous software tools available for analysis and development in computer vision. Some of the most popular ones include OpenCV, TensorFlow, and PyTorch. Each tool has its strengths and weaknesses, and choosing the right one depends on your specific needs and preferences.\u003cbr\u003e\u003cbr\u003eImplementing Image Analysis:\u003cbr\u003e\u003cbr\u003eOnce you have chosen the right software tools, you need to implement image analysis algorithms. This involves processing images to extract features such as edges, corners, and shapes. You can also use machine learning algorithms to classify images and perform tasks such as object detection and recognition.\u003cbr\u003e\u003cbr\u003eDeveloping Your Own Algorithms:\u003cbr\u003e\u003cbr\u003eTo develop your own computer vision application algorithms, you need to have a good understanding of the underlying principles and concepts. This includes understanding image processing, computer graphics, and machine learning. You should also be familiar with popular programming languages such as Python, C++, and Java, as they are commonly used in computer vision.\u003cbr\u003e\u003cbr\u003eSoftware Tools Provided:\u003cbr\u003e\u003cbr\u003eSeveral software tools are provided to help you develop computer vision application algorithms. Some of the most popular ones include OpenCV, TensorFlow, and PyTorch. These tools offer a wide range of features and functionalities that can help you build powerful and efficient computer vision applications.\u003cbr\u003e\u003cbr\u003eIn conclusion, developing computer vision application algorithms is a challenging but rewarding task. By understanding the basics, choosing the right tools, implementing image analysis algorithms, developing your own algorithms, and utilizing software tools provided, you can build powerful and efficient computer vision applications that can revolutionize various industries.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eWeight\u003c\/strong\u003e: 1574g\u003cbr\u003e\u003cstrong\u003eDimension\u003c\/strong\u003e: 221 x 286 x 30 (mm)\u003cbr\u003e\u003cstrong\u003eISBN-13\u003c\/strong\u003e: 9781032071299\u003cbr\u003e\u003cstrong\u003eEdition number\u003c\/strong\u003e: 4 ed\u003c\/p\u003e","brand":"Scott EUmbaugh","offers":[{"title":"Hardback","offer_id":44104080490746,"sku":"9781032071299","price":122.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0522\/4297\/2845\/products\/1676036972057_book.jpg?v=1676565090","url":"https:\/\/shulphink.com\/products\/digital-image-processing-and-analysis-computer-vision-and-image-analysis-9781032071299","provider":"Shulph Ink","version":"1.0","type":"link"}