A Review of 3 D Reconstruction from Video Sequences MediaMill 3 D technical reports series

This report gives an overview of 3D reconstruction from video sequences. It is to be distributed with the MediaMill3D reconstruction system as an introduction to the theoretical aspects underneath .

[1]  Luc Van Gool,et al.  Wide Baseline Stereo Matching based on Local, Affinely Invariant Regions , 2000, BMVC.

[2]  Luc Van Gool,et al.  Lens Distortion Recovery for Accurate Sequential Structure and Motion Recovery , 2002, ECCV.

[3]  Jeremy S. De Bonet,et al.  Poxels: Probabilistic Voxelized Volume Reconstruction , 1999 .

[4]  W. Clem Karl,et al.  Line detection in images through regularized hough transform , 2006, IEEE Transactions on Image Processing.

[5]  Richard I. Hartley,et al.  Estimation of Relative Camera Positions for Uncalibrated Cameras , 1992, ECCV.

[6]  Reinhard Klein,et al.  Mesh reduction with error control , 1996, Proceedings of Seventh Annual IEEE Visualization '96.

[7]  A. Murat Tekalp,et al.  Error Characterization of the Factorization Method , 2001, Comput. Vis. Image Underst..

[8]  Peter F. Sturm,et al.  Critical motion sequences for monocular self-calibration and uncalibrated Euclidean reconstruction , 1997, Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

[9]  Richard I. Hartley,et al.  Theory and Practice of Projective Rectification , 1999, International Journal of Computer Vision.

[10]  Marc Levoy,et al.  A volumetric method for building complex models from range images , 1996, SIGGRAPH.

[11]  Richard I. Hartley,et al.  A linear method for reconstruction from lines and points , 1995, Proceedings of IEEE International Conference on Computer Vision.

[12]  Cordelia Schmid,et al.  A performance evaluation of local descriptors , 2005, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[13]  Mongi A. Abidi,et al.  Mesh-based integration of range and color images , 2000, SPIE Defense + Commercial Sensing.

[14]  Dmitry B. Goldgof,et al.  An Objective Comparison Methodology of Edge Detection Algorithms Using a Structure from Motion Task , 1998, CVPR.

[15]  Cordelia Schmid,et al.  Indexing Based on Scale Invariant Interest Points , 2001, ICCV.

[16]  M. Pollefeys Self-calibration and metric 3d reconstruction from uncalibrated image sequences , 1999 .

[17]  Luc Van Gool,et al.  Affine/ Photometric Invariants for Planar Intensity Patterns , 1996, ECCV.

[18]  Reinhard Koch,et al.  Self-Calibration and Metric Reconstruction Inspite of Varying and Unknown Intrinsic Camera Parameters , 1999, International Journal of Computer Vision.

[19]  Patrick de Smet,et al.  Line extraction with the use of an automatic gradient threshold technique and the Hough transform , 2000, Proceedings 2000 International Conference on Image Processing (Cat. No.00CH37101).

[20]  Cordelia Schmid,et al.  The Geometry and Matching of Lines and Curves Over Multiple Views , 2000, International Journal of Computer Vision.

[21]  Ramin Zabih,et al.  Non-parametric Local Transforms for Computing Visual Correspondence , 1994, ECCV.

[22]  G LoweDavid,et al.  Distinctive Image Features from Scale-Invariant Keypoints , 2004 .

[23]  Ian D. Reid,et al.  Camera calibration and the search for infinity , 1999, Proceedings of the Seventh IEEE International Conference on Computer Vision.

[24]  Kiriakos N. Kutulakos,et al.  A Theory of Shape by Space Carving , 2000, International Journal of Computer Vision.

[25]  H. C. Longuet-Higgins,et al.  A computer algorithm for reconstructing a scene from two projections , 1981, Nature.

[26]  Reinhard Koch,et al.  Visual Modeling with a Hand-Held Camera , 2004, International Journal of Computer Vision.

[27]  Daniel Oram Rectification for any epipolar geometry , 2001, BMVC.

[28]  Reinhard Koch,et al.  A simple and efficient rectification method for general motion , 1999, Proceedings of the Seventh IEEE International Conference on Computer Vision.

[29]  Martial Hebert,et al.  Provably-convergent iterative methods for projective structure from motion , 2001, Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. CVPR 2001.

[30]  Richard I. Hartley,et al.  Self-Calibration of Stationary Cameras , 1997, International Journal of Computer Vision.

[31]  Jian Sun,et al.  Symmetric stereo matching for occlusion handling , 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).

[32]  Peter F. Sturm,et al.  A Factorization Based Algorithm for Multi-Image Projective Structure and Motion , 1996, ECCV.

[33]  Carsten Steger,et al.  An Unbiased Detector of Curvilinear Structures , 1998, IEEE Trans. Pattern Anal. Mach. Intell..

[34]  B. S. Manjunath,et al.  MPEG‐7 Homogeneous Texture Descriptor , 2001 .

[35]  Christopher G. Harris,et al.  A Combined Corner and Edge Detector , 1988, Alvey Vision Conference.

[36]  P.V.C. Hough,et al.  Machine Analysis of Bubble Chamber Pictures , 1959 .

[37]  Rama Chellappa,et al.  Hierarchical stereo and motion correspondence using feature groupings , 1995, International Journal of Computer Vision.

[38]  Ingemar J. Cox,et al.  Cylindrical rectification to minimize epipolar distortion , 1997, Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

[39]  Bruce A. Draper,et al.  Inconsistencies in edge detector evaluation , 2000, Proceedings IEEE Conference on Computer Vision and Pattern Recognition. CVPR 2000 (Cat. No.PR00662).

[40]  Dennis Koelma,et al.  The MediaMill TRECVID 2008 Semantic Video Search Engine , 2008, TRECVID.

[41]  Marc Levoy,et al.  Zippered polygon meshes from range images , 1994, SIGGRAPH.

[42]  Takeo Kanade,et al.  Shape and motion from image streams under orthography: a factorization method , 1992, International Journal of Computer Vision.

[43]  R. Hartley,et al.  Linear calibration of a rotating and zooming camera ∗ , 1999 .

[44]  O. D. Faugeras,et al.  Camera Self-Calibration: Theory and Experiments , 1992, ECCV.

[45]  Vladimir Kolmogorov,et al.  Multi-camera Scene Reconstruction via Graph Cuts , 2002, ECCV.

[46]  Paul A. Beardsley,et al.  3D Model Acquisition from Extended Image Sequences , 1996, ECCV.

[47]  Richard I. Hartley,et al.  In Defense of the Eight-Point Algorithm , 1997, IEEE Trans. Pattern Anal. Mach. Intell..

[48]  Jürgen Stauder,et al.  Point Light Source Estimation from Two Images and Its Limits , 2000, International Journal of Computer Vision.

[49]  Olivier D. Faugeras,et al.  The fundamental matrix: Theory, algorithms, and stability analysis , 2004, International Journal of Computer Vision.

[50]  Adam Baumberg,et al.  Reliable feature matching across widely separated views , 2000, Proceedings IEEE Conference on Computer Vision and Pattern Recognition. CVPR 2000 (Cat. No.PR00662).

[51]  Anders Heyden,et al.  An iterative factorization method for projective structure and motion from image sequences , 1999, Image Vis. Comput..

[52]  Olivier D. Faugeras,et al.  The geometry of multiple images - the laws that govern the formation of multiple images of a scene and some of their applications , 2001 .

[53]  D. Scharstein,et al.  A Taxonomy and Evaluation of Dense Two-Frame Stereo Correspondence Algorithms , 2001, Proceedings IEEE Workshop on Stereo and Multi-Baseline Vision (SMBV 2001).

[54]  Cordelia Schmid,et al.  Evaluation of Interest Point Detectors , 2000, International Journal of Computer Vision.

[55]  Long Quan,et al.  Asymmetrical occlusion handling using graph cut for multi-view stereo , 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).

[56]  William E. Lorensen,et al.  Marching cubes: A high resolution 3D surface construction algorithm , 1987, SIGGRAPH.

[57]  John F. Canny,et al.  A Computational Approach to Edge Detection , 1986, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[58]  Richard I. Hartley,et al.  Critical configurations for n-view projective reconstruction , 2001, Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. CVPR 2001.

[59]  David G. Lowe,et al.  Object recognition from local scale-invariant features , 1999, Proceedings of the Seventh IEEE International Conference on Computer Vision.

[60]  Amnon Shashua,et al.  Threading Fundamental Matrices , 1998, ECCV.

[61]  Andrew Zisserman,et al.  Multi-view Matching for Unordered Image Sets, or "How Do I Organize My Holiday Snaps?" , 2002, ECCV.

[62]  Yaron Caspi,et al.  Under the supervision of , 2003 .

[63]  Thierry Viéville,et al.  Canonical Representations for the Geometries of Multiple Projective Views , 1996, Comput. Vis. Image Underst..

[64]  Kazuhito Murakami,et al.  High speed line detection by Hough transform in local area , 2000, Proceedings 15th International Conference on Pattern Recognition. ICPR-2000.

[65]  R. Sukthankar,et al.  PCA-SIFT: a more distinctive representation for local image descriptors , 2004, Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2004. CVPR 2004..

[66]  Anders Heyden,et al.  Minimal Conditions on Intrinsic Parameters for Euclidean Reconstruction , 1998, ACCV.