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ENGLISH

Structured Representation Learning - From Homomorphisms And Disentanglement To Equivariance And Topography

by Max Welling, Nicu Sebe, Thomas Anderson Keller e Yue Song

~~52,99€~~ 47,69€ 10% OFF

 This book introduces approaches to generalize the benefits of equivariant deep learning to a broader set of learned structures through learned homomorphisms.
ENGLISH

Image-Based Modeling Of Plants And Trees

by Long Quan e Sing Bang Kang

~~31,08€~~ 21,76€ 30% OFF

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 Table of Contents: Introduction / Review of Plant and Tree Modeling Techniques / Image-Based Technique for Modeling Plants / Image-Based Technique for Modeling Trees / Single Image Tree Modeling / Summary and Concluding Remarks / Acknowledgments
ENGLISH

Advances In Multimodal Information Retrieval And Generation

by Chitta Baral, Man Luo, Neeraj Varshney, Tejas Gokhale e Yezhou Yang

~~66,24€~~ 59,62€ 10% OFF

 This book provides an extensive examination of state-of-the-art methods in multimodal retrieval, generation, and the pioneering field of retrieval-augmented generation.
ENGLISH

A Unifying Framework For Formal Theories Of Novelty - Discussions, Guidelines, And Examples For Artificial Intelligence

~~47,30€~~ 33,11€ 30% OFF

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 This book presents the first unified formalization for defining novelty across the span of machine learning, symbolic-reasoning, and control and planning-based systems.
ENGLISH

Advances In Face Presentation Attack Detection

by Guodong Guo, Hugo Jair Escalante, Jun Wan, Sergio Escalera e Stan Z. Li

~~47,30€~~ 33,11€ 30% OFF

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 This book revises and expands upon the prior edition of Multi-Modal Face Presentation Attack Detection. The authors also discuss the reasons that cause face anti-spoofing to be essential for preventing security breaches in face recognition systems.
ENGLISH

Fine-Grained Image Analysis: Modern Approaches

by Xiu-Shen Wei

~~47,30€~~ 33,11€ 30% OFF

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 This book provides a comprehensive overview of the fine-grained image analysis research and modern approaches based on deep learning, spanning the full range of topics needed for designing operational fine-grained image systems.
ENGLISH

Video Object Segmentation - Tasks, Datasets, And Methods

by Ning Xu, Weiyao Lin, Xiankai Lu e Yunchao Wei

~~46,36€~~ 41,72€ 10% OFF

 This book provides a thorough overview of recent progress in video object segmentation, providing researchers and industrial practitioners with thorough information on the most important problems and developed technologies in the area.
ENGLISH

Video Object Tracking - Tasks, Datasets, And Methods

by Ning Xu, Weiyao Lin, Xiankai Lu e Yunchao Wei

~~46,36€~~ 41,72€ 10% OFF

 Video tracking is a key research area in computer vision and aims to track unique objects in a given video, which are useful for various applications such as video conference, video editing, surveillance, and autonomous driving.
ENGLISH

Video Object Tracking - Tasks, Datasets, And Methods

by Ning Xu, Weiyao Lin, Xiankai Lu e Yunchao Wei

~~47,30€~~ 33,11€ 30% OFF

free shipping

 Video tracking is a key research area in computer vision and aims to track unique objects in a given video, which are useful for various applications such as video conference, video editing, surveillance, and autonomous driving.
ENGLISH

Video Object Segmentation - Tasks, Datasets, And Methods

by Ning Xu, Weiyao Lin, Xiankai Lu e Yunchao Wei

~~47,30€~~ 33,11€ 30% OFF

free shipping

 This book provides a thorough overview of recent progress in video object segmentation, providing researchers and industrial practitioners with thorough information on the most important problems and developed technologies in the area.
ENGLISH

Unifying Framework For Formal Theories Of Novelty - Discussions, Guidelines, And Examples For Artificial Intelligence

46,36€ + 10% CARD

 This book presents the first unified formalization for defining novelty across the span of machine learning, symbolic-reasoning, and control and planning-based systems.
ENGLISH

Advances In Face Presentation Attack Detection

by Guodong Guo, Hugo Jair Escalante, Jun Wan, Sergio Escalera e Stan Z. Li

46,36€ + 10% CARD

 This book revises and expands upon the prior edition of Multi-Modal Face Presentation Attack Detection. The authors also discuss the reasons that cause face anti-spoofing to be essential for preventing security breaches in face recognition systems.
ENGLISH

Fine-Grained Image Analysis: Modern Approaches

by Xiu-Shen Wei

46,36€ + 10% CARD

 This book provides a comprehensive overview of the fine-grained image analysis research and modern approaches based on deep learning, spanning the full range of topics needed for designing operational fine-grained image systems.
ENGLISH

Normalization Techniques In Deep Learning

by Lei Huang

~~67,58€~~ 47,31€ 30% OFF

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 ?This book presents and surveys normalization techniques with a deep analysis in training deep neural networks. Normalization methods can improve the training stability, optimization efficiency, and generalization ability of deep neural networks (DNNs) and have become basic components in most state-of-the-art DNN architectures.
ENGLISH

Normalization Techniques In Deep Learning

by Lei Huang

66,24€ + 10% CARD

 ?This book presents and surveys normalization techniques with a deep analysis in training deep neural networks. Normalization methods can improve the training stability, optimization efficiency, and generalization ability of deep neural networks (DNNs) and have become basic components in most state-of-the-art DNN architectures.
ENGLISH

Visual Domain Adaptation In The Deep Learning Era

by Gabriela Csurka, Mathieu Salzmann, Tatiana Tommasi e Timothy M. Hospedales

58,29€ + 10% CARD

 Transfer learning (TL), and in particular domain adaptation (DA), has emerged as an effective solution to overcome the burden of annotation, exploiting the unlabeled data available from the target domain together with labeled data or pre-trained models from similar, yet different source domains.
ENGLISH

Computer Vision In The Infrared Spectrum - Challenges And Approaches

by Angel D. Sappa, Michael Teutsch e Riad I. Hammoud

~~67,58€~~ 47,31€ 30% OFF

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 Together with consistently decreasing costs for infrared cameras, new fields of application appear and make computer vision in the infrared spectrum a great opportunity to face nowadays scientific and engineering challenges.
ENGLISH

Computational Texture And Patterns - From Textons To Deep Learning

by Kristin J. Dana

~~67,58€~~ 47,31€ 30% OFF

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 Visual pattern analysis is a fundamental tool in mining data for knowledge. Computational representations for patterns and texture allow us to summarize, store, compare, and label in order to learn about the physical world.
ENGLISH

Probabilistic And Biologically Inspired Feature Representations

by Michael Felsberg

~~60,82€~~ 42,57€ 30% OFF

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 Under the title "Probabilistic and Biologically Inspired Feature Representations," this text collects a substantial amount of work on the topic of channel representations.
ENGLISH

A Guide To Convolutional Neural Networks For Computer Vision

by Hossein Rahmani, Mohammed Bennamoun, Salman Khan e Syed Afaq Ali Shah

~~74,34€~~ 52,04€ 30% OFF

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 As a result, CNNs now form the crux of deep learning algorithms in computer vision.This self-contained guide will benefit those who seek to both understand the theory behind CNNs and to gain hands-on experience on the application of CNNs in computer vision.
ENGLISH

Covariances In Computer Vision And Machine Learning

by Hà Quang Minh e Vittorio Murino

~~67,58€~~ 47,31€ 30% OFF

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 Computationally, we focus on kernel methods on covariance matrices, especially using the Log-Euclidean distance.We then show some of the latest developments in the generalization of the finite-dimensional covariance matrix representation to the {\it infinite-dimensional covariance operator} representation via positive definite kernels.
ENGLISH

The Maximum Consensus Problem - Recent Algorithmic Advances

by David Suter e Tat-Jun Chin

~~60,82€~~ 42,57€ 30% OFF

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 Outlier-contaminated data is a fact of life in computer vision. In this context, the maximum consensus robust criterion plays a critical role by allowing the quantity of interest to be estimated from noisy and outlier-prone visual measurements.
ENGLISH

Extreme Value Theory-Based Methods For Visual Recognition

by Walter J. Scheirer

~~54,06€~~ 37,84€ 30% OFF

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 EVT has several important properties: strong statistical grounding, better modeling accuracy near decision boundaries than Gaussian modeling, the ability to model asymmetric decision boundaries, and accurate prediction of the probability of an event beyond our experience.
ENGLISH

Data Association For Multi-Object Visual Tracking

by Margrit Betke e Zheng Wu

~~40,55€~~ 28,39€ 30% OFF

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 As such, data association methods have a strong mathematical grounding and are valuable general tools for computer vision researchers.This book serves as a tutorial on data association methods, intended for both students and experts in computer vision.
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