{"product_id":"intelligent-image-analysis-for-plant-phenotyping-9781138038554","title":"Intelligent Image Analysis for Plant Phenotyping","description":"\u003cp\u003e • Author(s): Ashok Samal\u003cbr\u003e • Publisher: Taylor \u0026amp; Francis\u003cbr\u003e • Publisher Imprint: CRC Press\u003cbr\u003e • BISAC: Agriculture - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eDomesticated crops are the result of artificial selection for particular phenotypes or, in some cases, natural selection for an adaptive trait. Plant traits can be identified through image-based plant phenotyping, a process that was, until recently, strenous and time-consuming. \u003ci\u003eIntelligent Image Analysis for Plant Phenotyping\u003c\/i\u003e reviews information on time-saving techniques, using computer vision and imaging technologies. These methodologies provide an automated, non-invasive, and scalable mechanism by which to define and collect plant phenotypes. Beautifully illustrated, with numerous color images, the book focuses on phenotypes measured from individual plants under controlled experimental conditions, which are widely available in high-throughput systems.\u003c\/p\u003e\u003cp\u003eFeatures: \u003c\/p\u003e\u003cul\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003ePresents methodologies for image processing, including data-driven and machine learning techniques for plant phenotyping.\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eFeatures information on advanced techniques for extracting phenotypes through images and image sequences captured in a variety of modalities.\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eIncludes real-world scientific problems, including predicting yield by modeling interactions between plant data and environmental information. \u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eDiscusses the challenge of translating images into biologically informative quantitative phenotypes.\u003c\/li\u003e \u003c\/ul\u003e\u003cp\u003eA practical resource for students, researchers, and practitioners, this book is invaluable for those working in the emerging fields at the intersection of computer vision and plant sciences.\u003c\/p\u003e","brand":"Taylor \u0026 Francis","offers":[{"title":"Hardcover","offer_id":45240645845143,"sku":"9781138038554","price":16117.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781138038554.webp?v=1769226220","url":"https:\/\/atlanticbooks.com\/products\/intelligent-image-analysis-for-plant-phenotyping-9781138038554","provider":"Atlantic Books","version":"1.0","type":"link"}