{"product_id":"3d-imaging-analysis-and-applications-9783030440725","title":"3D Imaging, Analysis and Applications","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis textbook is designed for postgraduate studies in the field of 3D Computer Vision.  It also provides a useful reference for industrial practitioners; for example, in the areas of 3D data capture, computer-aided geometric modelling and industrial quality assurance. This second edition is a significant upgrade of existing topics with novel findings. Additionally, it has new material covering consumer-grade RGB-D cameras, 3D morphable models, deep learning on 3D datasets, as well as new applications in the 3D digitization of cultural heritage and the 3D phenotyping of crops. \u003c\/p\u003e  \u003cp\u003eOverall, the book covers three main areas:\u003c\/p\u003e  \u003cp\u003e●      3D imaging, including passive 3D imaging, active triangulation 3D imaging, active time-of-flight 3D imaging, consumer RGB-D cameras, and 3D data representation and visualisation; \u003c\/p\u003e  \u003cp\u003e●      3D shape analysis, including local descriptors, registration, matching, 3D morphable models, and deep learning on 3D datasets; and  \u003c\/p\u003e  \u003cp\u003e●      3D applications, including 3D face recognition, cultural heritage and 3D phenotyping of plants. \u003c\/p\u003e  \u003cp\u003e3D computer vision is a rapidly advancing area in computer science. There are many real-world applications that demand high-performance 3D imaging and analysis and, as a result, many new techniques and commercial products have been developed. However, many challenges remain on how to analyse the captured data in a way that is sufficiently fast, robust and accurate for the application. Such challenges include metrology, semantic segmentation, classification and recognition. Thus, 3D imaging, analysis and their applications remain a highly-active research field that will continue to attract intensive attention from the research community with the ultimate goal of fully automating the 3D data capture, analysis and inference pipeline.\u003cbr\u003e\u003c\/p\u003e  \u003cp\u003e \u003c\/p\u003e\u003cbr\u003e\u003cp\u003e\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e\u003cbr\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eIntroduction.- Part I 3D Shape Acquisition, Representation and Visualization.- Passive 3D Imaging.- Active-triangulation 3D Imaging Systems for Industrial Inspection.- Active Time-of-Flight 3D Imaging Systems for Medium-range Applications.- Consumer-grade RGB-D cameras.- 3D Data Representation, Storage and Processing.- Part II: 3D Shape Analysis and Inference.- 3D Local Descriptors -- from Hand-crafted to Learned.- 3D Shape Registration.- 3D Shape Matching for Retrieval and Recognition.- 3D Morphable Models: the Face, Ear and Head.- Deep Learning on 3D Data.- Part III: 3D Imaging Applications.- 3D Face Recognition.- 3D Digitization of Cultural Heritage.- 3D Phenotyping of Plants.- Index\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cbr\u003e\u003cp\u003e\u003c\/p\u003e","brand":"Springer Nature Switzerland AG","offers":[{"title":"Default Title","offer_id":51742846943575,"sku":"9783030440725","price":66.49,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/1739\/5799\/files\/9783030440725.jpg?v=1758386986","url":"https:\/\/bookcurl.com\/products\/3d-imaging-analysis-and-applications-9783030440725","provider":"Book Curl","version":"1.0","type":"link"}