Shape Models and Object Recognition

This paper discusses some problems that should be addressed by future object recognition systems.

[1]  R. Rothe.  Darstellende Geometrie des Geländes , 2022 .

[2]  M. Wertheimer.  Untersuchungen zur Lehre von der Gestalt. II , 1923 .

[3]  M. Wertheimer.  Laws of organization in perceptual forms. , 1938 .

[4]  Lawrence G. Roberts,et al.  Machine Perception of Three-Dimensional Solids , 1963, Outstanding Dissertations in the Computer Sciences.

[5]  James T. Tippett,et al.  OPTICAL AND ELECTRO-OPTICAL INFORMATION PROCESSING, , 1965 .

[6]  V. Arnold.  SINGULARITIES OF SMOOTH MAPPINGS , 1968 .

[7]  Gerald J. Agin.  Representation and description of curved objects , 1972 .

[8]  Richard O. Duda,et al.  Pattern classification and scene analysis , 1974, A Wiley-Interscience publication.

[9]  Bruce G. Baumgart,et al.  Geometric modeling for computer vision. , 1974 .

[10]  John M. Hollerbach,et al.  Hierarchical Shape Description of Objects by Selection and Modification of Prototypes , 1975 .

[11]  Ramakant Nevatia,et al.  Description and Recognition of Curved Objects , 1977, Artif. Intell..

[12]  D. Marr,et al.  Representation and recognition of the spatial organization of three-dimensional shapes , 1978, Proceedings of the Royal Society of London. Series B. Biological Sciences.

[13]  Barr,et al.  Superquadrics and Angle-Preserving Transformations , 1981, IEEE Computer Graphics and Applications.

[14]  Rodney A. Brooks,et al.  Symbolic Reasoning Among 3-D Models and 2-D Images , 1981, Artif. Intell..

[15]  T. Kanade,et al.  The theory of straight homogeneous generalized cylinders and A taxonomy of generalized cylinders , 1983 .

[16]  Jean Serra,et al.  Image Analysis and Mathematical Morphology , 1983 .

[17]  R. Haralick,et al.  The Topographic Primal Sketch , 1983 .

[18]  Andrew P. Witkin,et al.  Scale-Space Filtering , 1983, IJCAI.

[19]  Robert M. Haralick,et al.  Ridges and valleys on digital images , 1983, Comput. Vis. Graph. Image Process..

[20]  Rodney A. Brooks,et al.  Model-Based Three-Dimensional Interpretations of Two-Dimensional Images , 1981, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[21]  Hiroaki Chiyokura,et al.  Design of solids with free-form surfaces , 1983, SIGGRAPH.

[22]  Donald D. Hoffman,et al.  Parts of recognition , 1984, Cognition.

[23]  James L. Crowley,et al.  A Representation for Shape Based on Peaks and Ridges in the Difference of Low-Pass Transform , 1984, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[24]  J J Koenderink,et al.  What Does the Occluding Contour Tell Us about Solid Shape? , 1984, Perception.

[25]  Jan J. Koenderink,et al.  Inferring 3D Shapes from 2D Codons , 1985 .

[26]  Irving Biederman,et al.  Human image understanding: Recent research and a theory , 1985, Comput. Vis. Graph. Image Process..

[27]  S. Shafer.  Shadows and Silhouettes in Computer Vision , 1985 .

[28]  Jean Ponce,et al.  Toward a surface primal sketch , 1985, Proceedings. 1985 IEEE International Conference on Robotics and Automation.

[29]  M. Hebert,et al.  The Representation, Recognition, and Locating of 3-D Objects , 1986 .

[30]  Michael Brady,et al.  The Curvature Primal Sketch , 1986, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[31]  Azriel Rosenfeld,et al.  Axial representations of shape , 1986, Computer Vision Graphics and Image Processing.

[32]  Olivier D. Faugeras,et al.  HYPER: A New Approach for the Recognition and Positioning of Two-Dimensional Objects , 1986, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[33]  Alex Pentland,et al.  Perceptual Organization and the Representation of Natural Form , 1986, Artif. Intell..

[34]  Roger Y. Tsai,et al.  A versatile camera calibration technique for high-accuracy 3D machine vision metrology using off-the-shelf TV cameras and lenses , 1987, IEEE J. Robotics Autom..

[35]  W. Eric L. Grimson,et al.  Localizing Overlapping Parts by Searching the Interpretation Tree , 1987, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[36]  Carlo H. Séquin,et al.  Local surface interpolation with Bézier patches , 1987, Comput. Aided Geom. Des..

[37]  Jean Ponce,et al.  Finding the limbs and cusps of generalized cylinders , 1987, Proceedings. 1987 IEEE International Conference on Robotics and Automation.

[38]  Thomas O. Binford,et al.  Segmentation and aggregation: an approach to figure-ground phenomena , 1987 .

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

[40]  A. Morgan.  Solving Polynomial Systems Using Continuation for Engineering and Scientific Problems , 1987 .

[41]  Joachim H. Rieger,et al.  On the classification of views of piecewise smooth objects , 1987, Image Vis. Comput..

[42]  Radu Horaud,et al.  On the Geometric Interpretation of Contours , 1988, Artif. Intell..

[43]  Kevin W. Bowyer,et al.  Creating The Perspective Projection Aspect Graph Of Polyhedral Objects , 1988, [1988 Proceedings] Second International Conference on Computer Vision.

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

[45]  Ramakant Nevatia,et al.  Using Symmetries For Analysis Of Shape From Contour , 1988, [1988 Proceedings] Second International Conference on Computer Vision.

[46]  Farzin Mokhtarian,et al.  The renormalized curvature scale space and the evolution properties of planar curves , 1988, Proceedings CVPR '88: The Computer Society Conference on Computer Vision and Pattern Recognition.

[47]  V. S. Nalwa.  Line drawing interpretation: bilateral symmetry , 1988, [1988 Proceedings] 9th International Conference on Pattern Recognition.

[48]  Isaac Weiss,et al.  Projective invariants of shapes , 1988, Proceedings CVPR '88: The Computer Society Conference on Computer Vision and Pattern Recognition.

[49]  Michael Leyton,et al.  A Process-Grammar for Shape , 1988, Artif. Intell..

[50]  D. Eggert,et al.  Computing the orthographic projection aspect graph of solids of revolution , 1989, [1989] Proceedings. Workshop on Interpretation of 3D Scenes.

[51]  Jean Ponce,et al.  Invariant Properties of Straight Homogeneous Generalized Cylinders and Their Contours , 1989, IEEE Trans. Pattern Anal. Mach. Intell..

[52]  Gerald Farin,et al.  Curves and surfaces for computer aided geometric design , 1990 .

[53]  Jan J. Koenderink,et al.  Solid shape , 1990 .

[54]  Jean Ponce,et al.  On characterizing ribbons and finding skewed symmetries , 1989, Proceedings, 1989 International Conference on Robotics and Automation.

[55]  Alex Pentland,et al.  Face recognition using eigenfaces , 1991, Proceedings. 1991 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

[56]  Raimund Seidel,et al.  Efficiently Computing and Representing Aspect Graphs of Polyhedral Objects , 1991, IEEE Trans. Pattern Anal. Mach. Intell..

[57]  David W. Jacobs,et al.  Model group indexing for recognition , 1991, Other Conferences.

[58]  L. Schumaker,et al.  Curves and Surfaces , 1991, Lecture Notes in Computer Science.

[59]  David J. Kriegman,et al.  A New Curve Tracing Algorithm and Some Applications , 1991, Curves and Surfaces.

[60]  M. Turk,et al.  Eigenfaces for Recognition , 1991, Journal of Cognitive Neuroscience.

[61]  Linda G. Shapiro,et al.  Computer and Robot Vision , 1991 .

[62]  Jean-Claude Latombe,et al.  Robot motion planning with many degrees of freedom and dynamic constraints , 1991 .

[63]  Michel Dhome,et al.  Inverse Perspective Transform Using Zero-Curvature Contour Points: Application to the Localization of Some Generalized Cylinders from a Single View , 1991, IEEE Trans. Pattern Anal. Mach. Intell..

[64]  David W. Jacobs,et al.  Space and Time Bounds on Indexing 3D Models from 2D Images , 1991, IEEE Trans. Pattern Anal. Mach. Intell..

[65]  Ronen Basri,et al.  Recognition by Linear Combinations of Models , 1991, IEEE Trans. Pattern Anal. Mach. Intell..

[66]  Edward M. Riseman,et al.  The non-existence of general-case view-invariants , 1992 .

[67]  Azriel Rosenfeld,et al.  3-D Shape Recovery Using Distributed Aspect Matching , 1992, IEEE Trans. Pattern Anal. Mach. Intell..

[68]  Andrew Zisserman,et al.  Geometric invariance in computer vision , 1992 .

[69]  Andrew Zisserman,et al.  Recognizing general curved objects efficiently , 1992 .

[70]  Shimon Ullman,et al.  Limitations of Non Model-Based Recognition Schemes , 1992, ECCV.

[71]  Robert Bergevin,et al.  Part decomposition of objects from single view line drawings , 1992, CVGIP Image Underst..

[72]  Andrew Zisserman,et al.  Applications of Invariance in Computer Vision , 1993, Lecture Notes in Computer Science.

[73]  Alexis Gourdon,et al.  The Marching lines algorithm : new results and proofs , 1993 .

[74]  David A. Forsyth,et al.  Efficient recognition of rotationally symmetric surfaces and straight homogeneous generalized cylinders , 1993, Proceedings of IEEE Conference on Computer Vision and Pattern Recognition.

[75]  Dmitry B. Goldgof,et al.  The Scale Space Aspect Graph , 1992, IEEE Trans. Pattern Anal. Mach. Intell..

[76]  Ramakant Nevatia,et al.  Using Invariance and Quasi-Invariance for the Segmentation and Recovery of Curved Objects , 1993, Applications of Invariance in Computer Vision.

[77]  John M. Gauch,et al.  Multiresolution Analysis of Ridges and Valleys in Grey-Scale Images , 1993, IEEE Trans. Pattern Anal. Mach. Intell..

[78]  Jan J. Koenderink,et al.  Local features of smooth shapes: ridges and courses , 1993, Optics & Photonics.

[79]  Vishvjit S. Nalwa,et al.  A guided tour of computer vision , 1993 .

[80]  T. Binford,et al.  Finding and recovering SHGC objects in an edge image , 1993 .

[81]  Gérard G. Medioni,et al.  The Challenge of Generic Object Recognition , 1994, Object Representation in Computer Vision.

[82]  G. Healey,et al.  Global color constancy: recognition of objects by use of illumination-invariant properties of color distributions , 1994 .

[83]  Jean Ponce,et al.  Using Geometric Distance Fits for 3-D Object Modeling and Recognition , 1994, IEEE Trans. Pattern Anal. Mach. Intell..

[84]  Martial Hebert,et al.  Object Representation in Computer Vision , 1994, Lecture Notes in Computer Science.

[85]  Thomas O. Binford.  Body-Centered Representation and Perception , 1994, Object Representation in Computer Vision.

[86]  Charles T. Loop,et al.  Smooth spline surfaces over irregular meshes , 1994, SIGGRAPH.

[87]  Kaleem Siddiqi,et al.  Parts of Visual Form: Computational Aspects , 1995, IEEE Trans. Pattern Anal. Mach. Intell..

[88]  Sylvain Petitjean.  Géométrie énumérative et contacts de variétés linéaires : application aux graphes d'aspects d'objets courbes , 1995 .

[89]  J. Sethian.  Level set methods : evolving interfaces in geometry, fluid mechanics, computer vision, and materials science , 1996 .

[90]  Martin D. Levine,et al.  Representing 3-D Objects in Range Images Using Geons , 1996, Comput. Vis. Image Underst..

[91]  Glenn Healey,et al.  The Illumination-Invariant Recognition of 3D Objects Using Local Color Invariants , 1996, IEEE Trans. Pattern Anal. Mach. Intell..

[92]  David A. Forsyth,et al.  Body plans , 1997, Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

[93]  Jean Ponce,et al.  Finite-Resolution Aspect Graphs of Polyhedral Objects , 1997, IEEE Trans. Pattern Anal. Mach. Intell..

[94]  Gerald E. Farin,et al.  Curves and surfaces for computer-aided geometric design - a practical guide, 4th Edition , 1997, Computer science and scientific computing.

[95]  Cordelia Schmid,et al.  Local Grayvalue Invariants for Image Retrieval , 1997, IEEE Trans. Pattern Anal. Mach. Intell..

[96]  Jean Ponce,et al.  On Computing Aspect Graphs of Smooth Shapes from Volumetric Data , 1997, Comput. Vis. Image Underst..

[97]  David J. Kriegman,et al.  Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection , 1996, ECCV.

[98]  Jean Ponce,et al.  Automatic Model Construction and Pose Estimation From Photographs Using Triangular Splines , 1998, IEEE Trans. Pattern Anal. Mach. Intell..

[99]  Jean Ponce,et al.  Automatic model construction, pose estimation, and object recognition from photographs using triangular splines , 1998, Sixth International Conference on Computer Vision (IEEE Cat. No.98CH36271).

[100]  Ronen Basri,et al.  Clustering appearances of 3D objects , 1998, Proceedings. 1998 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (Cat. No.98CB36231).

[101]  Alex M. Andrew,et al.  Level Set Methods and Fast Marching Methods: Evolving Interfaces in Computational Geometry, Fluid Mechanics, Computer Vision, and Materials Science (2nd edition) , 2000 .