Resultados de Pesquisa

INGLÊS

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

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

~~52,99€~~ 47,69€ 10% IMEDIATO

DISPONIBILIDADE IMEDIATA

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

Image-Based Modeling Of Plants And Trees

de Long Quan e Sing Bang Kang

~~31,08€~~ 21,76€ 30% IMEDIATO

portes grátis

 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
INGLÊS

Advances In Multimodal Information Retrieval And Generation

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

~~66,24€~~ 59,62€ 10% IMEDIATO

DISPONIBILIDADE IMEDIATA

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

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

~~47,30€~~ 33,11€ 30% IMEDIATO

portes grátis

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

Advances In Face Presentation Attack Detection

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

~~47,30€~~ 33,11€ 30% IMEDIATO

portes grátis

 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.
INGLÊS

Fine-Grained Image Analysis: Modern Approaches

de Xiu-Shen Wei

~~47,30€~~ 33,11€ 30% IMEDIATO

portes grátis

 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.
INGLÊS

Video Object Segmentation - Tasks, Datasets, And Methods

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

~~46,36€~~ 41,72€ 10% IMEDIATO

DISPONIBILIDADE IMEDIATA

 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.
INGLÊS

Video Object Tracking - Tasks, Datasets, And Methods

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

~~46,36€~~ 41,72€ 10% IMEDIATO

DISPONIBILIDADE IMEDIATA

 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.
INGLÊS

Video Object Tracking - Tasks, Datasets, And Methods

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

~~47,30€~~ 33,11€ 30% IMEDIATO

portes grátis

 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.
INGLÊS

Video Object Segmentation - Tasks, Datasets, And Methods

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

~~47,30€~~ 33,11€ 30% IMEDIATO

portes grátis

 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.
INGLÊS

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

46,36€ + 10% EM CARTÃO

DISPONIBILIDADE IMEDIATA

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

Advances In Face Presentation Attack Detection

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

46,36€ + 10% EM CARTÃO

DISPONIBILIDADE IMEDIATA

 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.
INGLÊS

Fine-Grained Image Analysis: Modern Approaches

de Xiu-Shen Wei

46,36€ + 10% EM CARTÃO

DISPONIBILIDADE IMEDIATA

 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.
INGLÊS

Normalization Techniques In Deep Learning

de Lei Huang

~~67,58€~~ 47,31€ 30% IMEDIATO

portes grátis

 ?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.
INGLÊS

Normalization Techniques In Deep Learning

de Lei Huang

66,24€ + 10% EM CARTÃO

DISPONIBILIDADE IMEDIATA

 ?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.
INGLÊS

Visual Domain Adaptation In The Deep Learning Era

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

58,29€ + 10% EM CARTÃO

DISPONIBILIDADE IMEDIATA

 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.
INGLÊS

Computer Vision In The Infrared Spectrum - Challenges And Approaches

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

~~67,58€~~ 47,31€ 30% IMEDIATO

portes grátis

 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.
INGLÊS

Computational Texture And Patterns - From Textons To Deep Learning

de Kristin J. Dana

~~67,58€~~ 47,31€ 30% IMEDIATO

portes grátis

 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.
INGLÊS

Probabilistic And Biologically Inspired Feature Representations

de Michael Felsberg

~~60,82€~~ 42,57€ 30% IMEDIATO

portes grátis

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

A Guide To Convolutional Neural Networks For Computer Vision

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

~~74,34€~~ 52,04€ 30% IMEDIATO

portes grátis

 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.
INGLÊS

Covariances In Computer Vision And Machine Learning

de Hà Quang Minh e Vittorio Murino

~~67,58€~~ 47,31€ 30% IMEDIATO

portes grátis

 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.
INGLÊS

The Maximum Consensus Problem - Recent Algorithmic Advances

de David Suter e Tat-Jun Chin

~~60,82€~~ 42,57€ 30% IMEDIATO

portes grátis

 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.
INGLÊS

Extreme Value Theory-Based Methods For Visual Recognition

de Walter J. Scheirer

~~54,06€~~ 37,84€ 30% IMEDIATO

portes grátis

 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.
INGLÊS

Data Association For Multi-Object Visual Tracking

de Margrit Betke e Zheng Wu

~~40,55€~~ 28,39€ 30% IMEDIATO

portes grátis

 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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