CS 766 - Computer Vision Fall 2006

CS 766 Supplementary Reading Sources

• Computer Vision Textbooks
  • D. H. Ballard and C. M. Brown, Computer Vision, Prentice-Hall, Englewood Cliffs, N.J., 1982.
  • O. Faugeras, Three-Dimensional Computer Vision, MIT Press, Cambridge, Mass., 1993.
  • O. Faugeras and Q-T. Luong, The Geometry of Multiple Images, MIT Press, Cambridge, Mass., 2001.
  • D. Forsyth and J. Ponce, Computer Vision: A Modern Approach, Prentice-Hall, Upper Saddle River, N.J., 2000.
  • R. M. Haralick and L. G. Shapiro, Computer and Robot Vision, Vols. I and II, Addison-Wesley, Reading, Mass., 1992.
  • R. Hartley and A. Zisserman, Multiple View Geometry in Computer Vision, Cambridge University Press, Cambridge, UK, 2000.
  • B. K. P. Horn, Robot Vision, McGraw-Hill, New York, 1986.
  • R. Jain, R. Kasturi and B. G. Schunck, Machine Vision, McGraw-Hill, New York, 1995.
  • R. Klette, K. Schluns and A. Koschan, Computer Vision: Three-Dimensional Data from Images, Springer-Verlag, Singapore, 1998.
  • Y. Ma, S. Soatto, J. Kosecka, and S. Sastry, An Invitation to 3-D Vision, Springer, New York, 2004.
  • V. S. Nalwa, A Guided Tour of Computer Vision, Addison-Wesley, Reading, Mass., 1993.
  • L. Shapiro and G. Stockman, Computer Vision, Prentice-Hall, Upper Saddle River, N.J., 2000.
  • W. Snyder and H. Qi, Machine Vision, Cambridge University Press, Cambridge, UK, 2004.
  • M. Sonka, V. Hlavac and R. Boyle, Image Processing, Analysis, and Machine Vision, Brooks/Cole Publishing, Pacific Grove, Ca., 1999.
  • E. Trucco and A. Verri, Introductory Techniques for 3-D Computer Vision, Prentice-Hall, Upper Saddle River, N.J., 1998.
  • A. Watt and F. Policarpo, The Computer Image, Addison-Wesley, Harlow, UK, 1998.
  
  
• Image Processing Textbooks
  • K. R. Castleman, Digital Image Processing, Prentice-Hall, Englewood Cliffs, N.J., 1996.
  • R. C. Gonzalez and R. E. Woods, Digital Image Processing, 2nd ed., Prentice Hall, Upper Saddle River, N.J., 2002.
  • A. K. Jain, Fundamentals of Digital Image Processing, Prentice Hall, Englewood Cliffs, N.J., 1989.
  • M. Petrou and P. Bosdogianni, Image Processing: The Fundamentals, Wiley, Chichester, UK, 1999.
  • W. K. Pratt, Digital Image Processing, 2nd ed., Wiley, New York, 1991.
  • J. C. Russ, The Image Processing Handbook, CRC Press, Boca Raton, Fl., 1992.
  
  
• Computer Vision Monographs
  • J. Aloimonos and D. Shulman, Integration of Visual Modules: An Extension of the Marr Paradigm, Academic Press, New York, 1989.
  • A. Blake and M. Isard, Active Contours: The Application of Techniques from Graphics, Vision, Control Theory and Statistics to Visual Tracking of Shapes in Motion, Springer, London, 1998
  • A. Criminisi, Accurate Visual Metrology from Single and Multiple Uncalibrated Images, Springer, London, 2001.
  • W. E. L. Grimson, Object Recognition by Computer: The Role of Geometric Constraints, MIT Press, Cambridge, Mass., 1990.
  • J. Koenderink, Solid Shape, MIT Press, Cambridge, Mass., 1990.
  • J. MacCormick, Stochastic Algorithms for Visual Tracking, Springer, London, 2002.
  • D. Marr, Vision, Freeman, San Francisco, 1982.
  • B. A. Wandell, Foundations of Vision, Sinauer, Sunderland, Mass., 1995.
  • G. Xu and Z. Zhang, Epipolar Geometry in Stereo, Motion and Object Recognition, Kluwer, Boston, 1996.
  
  
• Paper Collections: General
  • K. Bowyer and N. Ahuja, eds., Advances in Image Understanding, IEEE Computer Society Press, Los Alamitos, Ca., 1996.
  • L. Davis, ed., Foundations of Image Understanding, Kluwer, Boston, 2001.
  • M. Fischler and O. Firschein, eds., Readings in Computer Vision, Morgan Kaufmann, Los Altos, Ca., 1987.
  • R. Kasturi and R. C. Jain, eds., Computer Vision: Principles, and Computer Vision: Advances and Applications, IEEE Computer Society Press, Los Alamitos, Ca., 1991.
  • G. Medioni and S. B. Kang, eds., Emerging Topics in Computer Vision, Prentice Hall, Upper Saddle River, N.J., 2005.
  
  
• Paper Collections: Special Topics
  • Y. Aloimonos, ed., Active Perception, Lawrence Erlbaum, Hillsdale, N.J., 1993.
  • R. Benosman and S. B. Kang, eds., Panoramic Vision: Sensors, Theory, and Applications, Springer, New York, 2001.
  • A. Blake and A. Yuille, eds., Active Vision, MIT Press, Cambridge, Mass., 1992.
  • C. M. Brown and D. Terzopoulos, eds., Real-time Computer Vision, Cambridge University Press, Cambridge, 1994.
  • K. Ikeuchi and Y. Sato, eds., Modeling from Reality, Kluwer, Norwell, Mass., 2001.
  • A. K. Jain and P. J. Flynn, eds., Three-Dimensional Object Recognition Systems, Elsevier, Amsterdam, 1993.
  • J. L. Mundy and A. Zisserman, eds., Geometric Invariance in Computer Vision, MIT Press, Cambridge, Mass., 1992.
  • S. Osher and N. Paragios, eds., Geometric Level Set Methods in Imaging, Vision, and Graphics, Springer, New York, 2003.
  • O. Schreer, P. Kauff and T. Sikora, eds., 3D Videocommunication: Algorithms, Concepts and Real-Time Systems in Human Centred Communication, Wiley, Hoboken, N.J., 2005.
  • M. Shah and R. Jain, Motion-Based Recognition, Kluwer, Boston, 1997.
  • L. B. Wolff, S. A. Shafer and G. E. Healey, eds., Physics-Based Vision: Principles and Practice (in three volumes: Shape Recovery, Radiometry, and Color), Jones and Bartlett, Boston, 1992.
  
  
• Papers
  • Sensors
    • J. Blinn, The world of digital video, IEEE Computer Graphics and Applications 12(5), 1992, 106-112.
    • J. Blinn, NTSC: Nice technology, super color, IEEE Computer Graphics and Applications 13(2), 1993, 17-23.
    • P. Besl, Active, optical range image sensors, Machine Vision and Applications 1(2), 1988, 127-152.
    • S. Sinha and R. Jain, Range image analysis, in Handbook of Pattern Recognition and Image Processing: Computer Vision, T. Young, ed., Academic Press, New York, 1994, 185-237.

  • Photometry and Radiosity
    • I. Ashdown, Photometry and Radiometry: A Tour Guide for Computer Graphics Enthusiasts, adapted from Radiosity: A Programmer's Perspective, I. Ashdown, Wiley, 1994.

  • Image Processing

  • Human-Computer Interface
    • K. Waters, J. Rehg, M. Loughlin, S.B. Kang, and D. Terzopoulos, Visual sensing of humans for active public interfaces, Workshop on Computer Vision in Man-machine Interfaces, 1996.
    • F. Quek, Eyes in the interface, Image and Vision Computing 13(6), 1995, 511-525.
    • C. Tomasi and L. Guibas, Image Descriptions for Browsing and Retrieval, Proc. Image Understanding Workshop, 1994.
    • W. Freeman and M. Roth, Orientation Histograms for Hand Gesture Recognition, Proc. Int. Workshop Automatic Face and Gesture Recognition, 1995.
    • W. Freeman and C. Weissman, Television control by hand gestures, Proc. Int. Workshop Automatic Face and Gesture Recognition, 1995.
    • J. Rehg and T. Kanade, DigitEyes: Vision-Based Human Hand Tracking, CMU TR CMU-CS-93-220, 1993.
    • R. Cipolla, et al., Uncalibrated Stereo Vision with Pointing for a Man-Machine Interface, Machine Vision and Applications, 1994. (file called cipolla_mva94.ps.Z)
    • A. Gee and R. Cipolla, Non-Intrusive Gaze Tracking for Human-Computer Interaction, Proc. Mechantronics and Machine Vision in Practice, 1994, 112-117 (file called gee_mmvip.ps.Z).
    • A. Gee and R. Cipolla, Determining the Gaze of Faces in Images, University of Cambridge Technical Report CUED/F-INFENG/TR 174, 1994 (file called gee_tr174.ps.Z).
    • A. Gee and R. Cipolla, Fast Visual Tracking by Temporal Consensus, University of Cambridge Technical Report CUED/F-INFENG/TR 207, 1995 (file called gee_tr207.ps.Z).
    • Y. Yacoob, H. Lam, and L. Davis, Recognizing Faces showing Expressions, Proc. Int. Workshop on Gesture and Face Recognition, 1995. (Plus see other papers by Yacoob on the web.)

  • Mosaics
    • R. Szeliski, Panoramic image mosaicing, Technical Report MSR-TR-97-23, Microsoft Research, 1997.
    • R. Szeliski, Image mosaicing for tele-reality applications, DEC CRL Technical Report 94/2, 1994.
    • R. Szeliski and S. Kang, Direct methods for visual scene reconstruction, Proc. Workshop on Representation of Visual Scenes, 1995, to appear.
    • S. B. Kang and R. Weiss, Characterization of errors in compositing panoramic images, Proc. Computer Vision and Pattern Recognition Conf., 1997.
    • R. Kumar, P. Anandan, M. Irani, J. Bergen, and K. Hanna, Representation of scenes from collections of images, Proc. Workshop on Representation of Visual Scenes, 1995.
    • M. Hansen, P. Anandan, K. Dana, G. van der Wal, and P. Burt, Real-time scene stabilization and mosaic construction, Proc. Image Understanding Workshop, 1994, 457-465.
    • P. Burt and P. Anandan, Image stabilization by registration to a reference mosaic, Proc. Image Understanding Workshop, 1994, 425-434.
    • M. Irani and S. Peleg, Improving resolution by image registration, Computer Vision, Graphics, and Image Processing: Graphical Models and Image Processing 53, 1991, 231-239.
    • S. Chen, QuickTime VR - An image-based approach to virtual environment navigation, Proc. SIGGRAPH '95, 1995, 29-38.
    • L. McMillan and G. Bishop, Plenoptic modeling: An image-based rendering system, Proc. SIGGRAPH '95, 1995, 39-46.
    • L. McMillan, Acquiring immersive virtual environments with an uncalibrated camera, University of North Carolina Technical Report TR95-006, 1995.
    • S. Mann and R. Picard, Video orbits of the projective group: A new perspective on image mosaicing, MIT Media Lab Technical Report TR-338, 1995.

  • View Synthesis and Image-Based Rendering
    • C. Zhang and T. Chen, A survey on image-based rendering: Representation, Sampling and Compression, Technical Report AMP 03-03, Electrical and Computer Engineering Department, CMU, June 2003.
    • P. Debevec, S. Gortler, L. McMillan, R. Szeliski, and C. Bregler, SIGGRAPH '98 Course 15: Image-Based Modeling and Rendering, 1998.
    • G. Wolberg, Digital Image Warping, IEEE Computer Society Press, Los Alamitos, Ca., 1990.
    • S. Chen, QuickTime VR - An image-based approach to virtual environment navigation, Proc. SIGGRAPH '95, 1995, 29-38.
    • L. McMillan and G. Bishop, Plenoptic modeling: An image-based rendering system, Proc. SIGGRAPH '95, 1995, 39-46.
    • L. McMillan, Acquiring immersive virtual environments with an uncalibrated camera, University of North Carolina Technical Report TR95-006, 1995.
    • S. Mann and R. Picard, Video orbits of the projective group: A new perspective on image mosaicing, MIT Media Lab Technical Report TR-338, 1995.
    • P. Debevec, S. Gortler, L. McMillan, R. Szeliski, and C. Bregler, SIGGRAPH '98 Course 15: Image-Based Modeling and Rendering, 1998.
    • S-Y. Lee, K-Y. Chwa, S. Y. Shin, and G. Wolberg, Image metamorphosis using snakes and free-form deformations, Proc. SIGGRAPH '95, 1995, 439-448.
    • S. Chen and L. Williams, View interpolation for image synthesis, Proc. SIGGRAPH '93, 1993, 279-288.
    • S. M. Seitz and C. R. Dyer, Photorealistic scene reconstruction by voxel coloring, Proc. Computer Vision and Pattern Recognition Conference, 1997, 1067-1073.
    • S. M. Seitz and C. R. Dyer, View morphing, Proc. SIGGRAPH 96, 1996, 21-30.
      
    • S. M. Seitz and C. R. Dyer, Toward image-based scene representation using view morphing, Proc. 13th Int. Conf. Pattern Recognition, Vol. I, Track A: Computer Vision, 1996, 84-89.
      
    • S. Seitz and C. Dyer, Physically-valid view synthesis by image interpolation, Proc. Workshop on Representation of Visual Scenes, 1995, 18-25.
    • S. B. Kang, A survey of image-based rendering techniques, Technical Report 97/4, DEC, Cambridge Research Lab, 1997.
    • S. B. Kang and P. Desikan, Virtual Navigation of Complex Scenes using Clusters of Cylindrical Panoramic Images, Technical Report 97/5, DEC, Cambridge Research Lab, 1997.