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| book details |
Inpainting and Denoising Challenges
Edited by
Sergio Escalera
, Edited by
Stephane Ayache
, Edited by
Jun Wan
, Edited by
Meysam Madadi
, Edited by
Umut Güçlü
, Edited by
Xavier Baró
| on special |
normal price: R 1,841.95
Price: R 1,748.95
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| book description |
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.Â
| product details |
Normally shipped |
This title will take longer to obtain, and should be delivered in 6-8 weeks
Publisher |
Springer Nature Switzerland AG
Published date |
17 Oct 2020
Language |
Format |
Paperback / softback
Pages |
144
Dimensions |
235 x 155 x 0mm (L x W x H)
Weight |
0g
ISBN |
978-3-0302-5616-6
Readership Age |
BISAC |
computers / artificial intelligence
| other options |
Normally shipped |
Available from overseas. Delivery time is 14 - 21 days
Readership Age |
Normal Price |
R 1,988.95
Price |
R 1,889.95
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The Ballerina and the Bull: Anarchist Utopias in the Age of Finance
Johanna Isaacson
Paperback / softback
288 pages
was: R 306.95
now: R 275.95
This title will take longer to obtain, and should be delivered in 6-8 weeks
Our moment has seen the resurgence of an anarchist sensibility, from the uprisings in Seattle in 1999 to the Occupy movement of 2011.
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Bonsai Success in Southern Africa
Carl Morrow
Paperback / softback
160 pages
was: R 320.95
now: R 288.95
Stock is usually dispatched in 6-12 days from date of order
In this uniquely Southern African book, Carl Morrow and Keith Kirsten guide readers step by step into the magical realms of bonsai as a hobby, horticultural practice and art form.
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Fifteen Dogs
André Alexis
Paperback / softback
176 pages
was: R 280.95
now: R 252.95
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A pack of dogs are granted the power of human thought - but what will it do to them? A surprising and insightful look at the beauty and perils of consciousness.
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