SERIES EDITORS: Gerard Medioni, University of Southern California
Sven Dickinson, University of Toronto
Copyrights 2009-2018
16 titles – 1700 pages
ANY NEW TITLE PUBLISHED DURING YOUR SUBSCRIPTION IS AUTOMATICALLY INCLUDED AT NO EXTRA COSTThis series covers topics pertaining to computer vision and pattern recognition. The scope will largely follow the purview of premier computer science conferences, such as ICCV, CVPR, and ECCV. Potential topics include, but not are limited to: Applications and Case Studies for Computer Vision; Color, Illumination, and Texture; Computational Photography and Video; Early and Biologically-inspired Vision; Face and Gesture Analysis; Illumination and Reflectance Modeling; Image-Based Modeling; Image and Video Retrieval; Medical Image Analysis; Motion and Tracking; Object Detection, Recognition, and Categorization; Segmentation and Grouping; Sensors; Shape-from-X; Stereo and Structure from Motion; Shape Representation and Matching; Statistical Methods and Learning; Performance Evaluation; Video Analysis and Event Recognition.
CURRENT TITLESComputational Texture and Patterns: From Textons to Deep LearningKristin J. Dana – 2018
Probabilistic and Biologically Inspired Feature RepresentationsMichael Felsberg – 2018
A Guide to Convolutional Neural Networks for Computer VisionSalman Khan, Hossein Rahmani, Syed Afaq Ali Shah, Mohammed Bennamoun – 2018
Covariances in Computer Vision and Machine LearningHa Quang Minh, Vittorio Murino – 2017
Elastic Shape Analysis of Three-Dimensional ObjectsIan H. Jermyn, Sebastian Kurtek, Hamid Laga, Anuj Srivastava – 2017
The Maximum Consensus ProblemTat-Jun Chin, David Suter – 2017
Extreme Value Theory-Based Methods for Visual RecognitionWalter J. Scheirer – 2017
Data Association for Multi-Object Visual TrackingMargrit Betke, Zheng Wu – 2016
Ellipse Fitting for Computer VisionKenichi Kanatani, Yasuyuki Sugaya, Yasushi Kanazawa – 2016
Computational Methods for Integrating Vision and LanguageKobus Barnard – 2016
Background SubtractionAhmed Elgammal – 2014
Vision-Based InteractionMatthew Turk, Gang Hua – 2013
Camera NetworksAmit Roy-Chowdhury, Bi Song – 2012
Deformable Surface 3D Reconstruction from Monocular ImagesMatthieu Salzmann, Pascal Fua – 2010
Boosting-Based Face Detection and AdaptationCha Zhang, Zhengyou Zhang – 2010
Image-Based Modeling of Plants and TreesSing Bang Kang, Long Quan – 2009
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About the Author(s)
