Fine-Grained Image Analysis: Modern Approaches

Xiu-Shen Wei

• Paperback | Engels | Synthesis Lectures on Computer Vision
• This book provides a comprehensive overview of the fine-grained image analysis research and modern approaches based on deep learning, spanning the ful... Lees meer

Person Re-Identification with Limited Supervision

Rameswar Panda, Amit K Roy-Chowdhury

• Paperback | Engels | Synthesis Lectures on Computer Vision
• Person re-identification is the problem of associating observations of targets in different non-overlapping cameras. Most of the existing learning-bas... Lees meer

Probabilistic and Biologically Inspired Feature Representations

Michael Felsberg

• Paperback | Engels | Synthesis Lectures on Computer Vision
• Under the title "Probabilistic and Biologically Inspired Feature Representations," this text collects a substantial amount of work on the topic of cha... Lees meer

Elastic Shape Analysis of Three-Dimensional Objects

Ian H Jermyn

• Paperback | Engels | Synthesis Lectures on Computer Vision
• Statistical analysis of shapes of 3D objects is an important problem with a wide range of applications. This analysis is difficult for many reasons, i... Lees meer

Computational Methods for Integrating Vision and Language

Kenichi Kanatani, Yasuyuki Sugaya

• Paperback | Engels | Synthesis Lectures on Computer Vision
• Modeling data from visual and linguistic modalities together creates opportunities for better understanding of both, and supports many useful applicat... Lees meer

Computational Texture and Patterns

Kristin J Dana

• Hardcover | Engels | Synthesis Lectures on Computer Vision
• Visual pattern analysis is a fundamental tool in mining data for knowledge. Computational representations for patterns and texture allow us to summari... Lees meer

Background Subtraction

Ahmed Elgammal

• Paperback | Engels | Synthesis Lectures on Computer Vision
• Background subtraction is a widely used concept for detection of moving objects in videos. In the last two decades there has been a lot of development... Lees meer

Elastic Shape Analysis of Three-Dimensional Objects

Ian H Jermyn, Sebastian Kurtek, Hamid Laga, Anuj Srivastava

• Paperback | Engels | Synthesis Lectures on Computer Vision
• Statistical analysis of shapes of 3D objects is an important problem with a wide range of applications. This analysis is difficult for many reasons, i... Lees meer

Extreme Value Theory-Based Methods for Visual Recognition

Walter J Scheirer

• Paperback | Engels | Synthesis Lectures on Computer Vision
• A common feature of many approaches to modeling sensory statistics is an emphasis on capturing the "average." From early representations in the brain,... Lees meer

Extreme Value Theory-Based Methods for Visual Recognition

Walter J Scheirer

• Paperback | Engels | Synthesis Lectures on Computer Vision
• A common feature of many approaches to modeling sensory statistics is an emphasis on capturing the "average." From early representations in the brain,... Lees meer

Person Re-Identification with Limited Supervision

Rameswar Panda, Amit K Roy-Chowdhury

• Paperback | Engels | Synthesis Lectures on Computer Vision
• Person re-identification is the problem of associating observations of targets in different non-overlapping cameras. Most of the existing learning-bas... Lees meer

Multi-Modal Face Presentation Attack Detection

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

• Paperback | Engels | Synthesis Lectures on Computer Vision
• For the last ten years, face biometric research has been intensively studied by the computer vision community. Face recognition systems have been used... Lees meer

A Unifying Framework for Formal Theories of Novelty

• Paperback | Engels | Synthesis Lectures on Computer Vision
• This book presents the first unified formalization for defining novelty across the span of machine learning, symbolic-reasoning, and control and plann... Lees meer

Video Object Tracking

Ning Xu, Weiyao Lin, Xiankai Lu, Yunchao Wei

• Hardcover | Engels | Synthesis Lectures on Computer Vision
• This book provides a thorough overview of recent progress in video object tracking, allowing researchers and industrial practitioners to gain a better... Lees meer

A Unifying Framework for Formal Theories of Novelty

• Hardcover | Engels | Synthesis Lectures on Computer Vision
• This book presents the first unified formalization for defining novelty across the span of machine learning, symbolic-reasoning, and control and plann... Lees meer

Background Subtraction

Ahmed Elgammal

• Paperback | Engels | Synthesis Lectures on Computer Vision
• Background subtraction is a widely used concept for detection of moving objects in videos. In the last two decades there has been a lot of development... Lees meer

Camera Networks

Amit K Roy-Chowdhury, Bi Song

• Paperback | Engels | Synthesis Lectures on Computer Vision
• As networks of video cameras are installed in many applications like security and surveillance, environmental monitoring, disaster response, and assis... Lees meer

Deformable Surface 3D Reconstruction from Monocular Images

Mathieu Salzmann, Pascal Fua

• Paperback | Engels | Synthesis Lectures on Computer Vision
• Being able to recover the shape of 3D deformable surfaces from a single video stream would make it possible to field reconstruction systems that run o... Lees meer

Advances in Face Presentation Attack Detection

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

• Paperback | Engels | Synthesis Lectures on Computer Vision
• This book revises and expands upon the prior edition of Multi-Modal Face Presentation Attack Detection . The authors begin with fundamental and founda... Lees meer

Image-Based Modeling of Plants and Trees

Sing Bang Kang, Long Quan

• Paperback | Engels | Synthesis Lectures on Computer Vision
• Plants and trees are among the most complex natural objects. Much work has been done attempting to model them, with varying degrees of success. In thi... Lees meer

Ellipse Fitting for Computer Vision

Kenichi Kanatani

• Paperback | Engels | Synthesis Lectures on Computer Vision
• Because circular objects are projected to ellipses in images, ellipse fitting is a first step for 3-D analysis of circular objects in computer vision ... Lees meer

Vision-Based Interaction

Matthew Turk

• Paperback | Engels | Synthesis Lectures on Computer Vision
• In its early years, the field of computer vision was largely motivated by researchers seeking computational models of biological vision and solutions ... Lees meer

Image-Based Modeling of Plants and Trees

Sing Bang Kang, Long Quan

• Paperback | Synthesis Lectures on Computer Vision
• Plants and trees are among the most complex natural objects. Much work has been done attempting to model them, with varying degrees of success. This v... Lees meer

Normalization Techniques in Deep Learning

Lei Huang

• Paperback | Engels | Synthesis Lectures on Computer Vision
• ​This book presents and surveys normalization techniques with a deep analysis in training deep neural networks. In addition, the author provides techn... Lees meer