[图书][B] Computer vision: algorithms and applications

R Szeliski - 2022 - books.google.com
Humans perceive the three-dimensional structure of the world with apparent ease. However,
despite all of the recent advances in computer vision research, the dream of having a …

A taxonomy and evaluation of dense two-frame stereo correspondence algorithms

D Scharstein, R Szeliski - International journal of computer vision, 2002 - Springer
Stereo matching is one of the most active research areas in computer vision. While a large
number of algorithms for stereo correspondence have been developed, relatively little work …

A comparison and evaluation of multi-view stereo reconstruction algorithms

SM Seitz, B Curless, J Diebel… - 2006 IEEE computer …, 2006 - ieeexplore.ieee.org
This paper presents a quantitative comparison of several multi-view stereo reconstruction
algorithms. Until now, the lack of suitable calibrated multi-view image datasets with known …

A theory of shape by space carving

KN Kutulakos, SM Seitz - International journal of computer vision, 2000 - Springer
In this paper we consider the problem of computing the 3D shape of an unknown, arbitrarily-
shaped scene from multiple photographs taken at known but arbitrarily-distributed …

Non-metric affinity propagation for unsupervised image categorization

D Dueck, BJ Frey - 2007 IEEE 11th international conference on …, 2007 - ieeexplore.ieee.org
Unsupervised categorization of images or image parts is often needed for image and video
summarization or as a preprocessing step in supervised methods for classification, tracking …

Particle video: Long-range motion estimation using point trajectories

P Sand, S Teller - International journal of computer vision, 2008 - Springer
This paper describes a new approach to motion estimation in video. We represent video
motion using a set of particles. Each particle is an image point sample with a long-duration …

A theory of shape by space carving

KN Kutulakos, SM Seitz - Proceedings of the Seventh IEEE …, 1999 - ieeexplore.ieee.org
In this paper we consider the problem of computing the 3D shape of an unknown, arbitrarily-
shaped scene from multiple photographs taken at known but arbitrarily-distributed …

Multi-view stereo reconstruction and scene flow estimation with a global image-based matching score

JP Pons, R Keriven, O Faugeras - International Journal of Computer Vision, 2007 - Springer
We present a new variational method for multi-view stereovision and non-rigid three-
dimensional motion estimation from multiple video sequences. Our method minimizes the …

A probabilistic framework for space carving

A Broadhurst, TW Drummond… - Proceedings eighth IEEE …, 2001 - ieeexplore.ieee.org
This paper introduces a new probabilistic framework for Space Carving. In this framework
each voxel is assigned a probability, which is computed by comparing the likelihoods for the …

A survey of methods for volumetric scene reconstruction from photographs

G Slabaugh, R Schafer, T Malzbender… - Volume Graphics 2001 …, 2001 - Springer
Scene reconstruction, the task of generating a 3D model of a scene given multiple 2D
photographs taken of the scene, is an old and difficult problem in computer vision. Since its …