Stephane Ayache – författare
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5 produkter
5 produkter
Inbunden, Engelska, 2019
565 kr
Skickas inom 10-15 vardagar
The problem of dealing with missing or incomplete data in machine learning and computer vision arises in many applications. Recent strategies make use of generative models to impute missing or corrupted data. Advances in computer vision using deep generative models have found applications in image/video processing, such as denoising, restoration, super-resolution, or inpainting. Inpainting and Denoising Challenges comprises recent efforts dealing with image and video inpainting tasks. This includes winning solutions to the ChaLearn Looking at People inpainting and denoising challenges: human pose recovery, video de-captioning and fingerprint restoration. This volume starts with a wide review on image denoising, retracing and comparing various methods from the pioneer signal processing methods, to machine learning approaches with sparse and low-rank models, and recent deep learning architectures with autoencoders and variants. The following chapterspresent results from the Challenge, including three competition tasks at WCCI and ECML 2018. The top best approaches submitted by participants are described, showing interesting contributions and innovating methods. The last two chapters propose novel contributions and highlight new applications that benefit from image/video inpainting.
E-bok
Engelska, 2019708 kr
Läs direkt efter köp
The problem of dealing with missing or incomplete data in machine learning and computer vision arises in many applications. Recent strategies make use of generative models to impute missing or corrupted data. Advances in computer vision using deep generative models have found applications in image/video processing, such as denoising, restoration, super-resolution, or inpainting.
Inpainting and Denoising Challenges comprises recent efforts dealing with image and video inpainting tasks. This includes winning solutions to the ChaLearn Looking at People inpainting and denoising challenges: human pose recovery, video de-captioning and fingerprint restoration.
This volume starts with a wide review on image denoising, retracing and comparing various methods from the pioneer signal processing methods, to machine learning approaches with sparse and low-rank models, and recent deep learning architectures with autoencoders and variants. The following chapterspresent results from the Challenge, including three competition tasks at WCCI and ECML 2018. The top best approaches submitted by participants are described, showing interesting contributions and innovating methods. The last two chapters propose novel contributions and highlight new applications that benefit from image/video inpainting.
Häftad, Engelska, 2020
565 kr
Skickas inom 10-15 vardagar
The problem of dealing with missing or incomplete data in machine learning and computer vision arises in many applications. Recent strategies make use of generative models to impute missing or corrupted data. Advances in computer vision using deep generative models have found applications in image/video processing, such as denoising, restoration, super-resolution, or inpainting. Inpainting and Denoising Challenges comprises recent efforts dealing with image and video inpainting tasks. This includes winning solutions to the ChaLearn Looking at People inpainting and denoising challenges: human pose recovery, video de-captioning and fingerprint restoration. This volume starts with a wide review on image denoising, retracing and comparing various methods from the pioneer signal processing methods, to machine learning approaches with sparse and low-rank models, and recent deep learning architectures with autoencoders and variants. The following chapterspresent results from the Challenge, including three competition tasks at WCCI and ECML 2018. The top best approaches submitted by participants are described, showing interesting contributions and innovating methods. The last two chapters propose novel contributions and highlight new applications that benefit from image/video inpainting.
Inbunden, Engelska, 2026
2 981 kr
Kommande
This original book provides a comprehensive overview of endoscopic ear surgery through more than 70 clinical cases, covering the external ear canal, tympanic membrane perforations, and ossicular chain surgery, including ossiculoplasties, and stapes procedures.This work is the result of a collaboration among prominent experts from all over the world. Many of these experts are members of the International Working Group on Endoscopic Ear Surgery (IWGEES). The contributors describe real cases from their own practice, and each clinical case combines commentaries, key points, color illustrations, drawings, decision trees, and the latest bibliographic references, with step-by-step surgical videos explaining anatomy, techniques, devices, tips, and pitfalls. Given its very practical approach, this volume will be an essential companion for surgeons wishing to improve their technique, as well as for beginners in the field of endoscopic ear surgery.This volume is part of a comprehensive and innovative approach to ear endoscopy. It is complemented by a second volume dedicated to additional key areas of ear surgery, including congenital and acquired cholesteatoma, tympanic retraction pockets, middle ear tumors, facial nerve, inner ear surgery, lateral skull base surgery, and cochlear implantation. Together, the two volumes constitute a complementary reference set, offering comprehensive coverage of ear surgery and serving as an invaluable resource for surgeons in the meticulous planning and preparation of their cases.
Inbunden, Engelska, 2026
2 855 kr
Kommande
Drawing on more than 80 clinical cases, this original book delivers a comprehensive overview of endoscopic ear surgery, encompassing congenital and acquired cholesteatoma, tympanic retraction pockets, middle ear tumors, facial nerve surgery, inner ear surgery, lateral skull base procedures, and cochlear implantation.This work is the result of a collaboration among prominent experts from all over the world. Many of these experts are members of the International Working Group on Endoscopic Ear Surgery (IWGEES). The contributors describe real cases from their own practice, and each clinical case combines commentaries, key points, color illustrations, drawings, decision trees, and the latest bibliographic references, with step-by-step surgical videos explaining anatomy, techniques, devices, tips, and pitfalls. Given its very practical approach, this volume will be an essential companion for surgeons wishing to improve their technique, as well as for beginners in the field of endoscopic ear surgery.This volume is part of a comprehensive and innovative approach to ear endoscopy. It is complemented by a first volume covering additional key areas of ear surgery, including external ear canal procedures, tympanic membrane perforations, and ossicular chain surgery, such as ossiculoplasties and stapes surgery. Together, the two volumes constitute a complementary reference set, offering comprehensive coverage of ear surgery and serving as an invaluable resource for surgeons in the meticulous planning and preparation of their cases.