Enhanced 3D shape recovery using the neural-based hybrid reflectance model

Neural Computation

Volumn 13, Issue 11, 2001, Pages 2617-2637

  Cho, Siu Yeung ^a   Chow, Tommy W S ^a  

^a CITY UNIVERSITY OF HONG KONG   (Hong Kong)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 0000340925     PISSN: 08997667     EISSN: None     Source Type: Journal    
DOI: 10.1162/089976601753196058     Document Type: Article

References (15)

1. Cho, S. Y., & Chow, T. W. S. (1999a). Shape recovery from shading by a new neural based reflectance model. IEEE Transaction on Neural Networks, 10, 1536-1541.
2. Cho, S. Y., & Chow, T. W. S. (1999b). Training multilayer neural networks using fast global learning algorithm - Least squares and penalized optimization methods. Neurocomputing, 25, 115-131.
3. Healy, G., & Binford, T. O. (1988). Local shape from specularity. Computer Vision, Graphics and Image Processing, 42, 62-86.
4. Horn, B. K. P. (1970). Shape from shading: A smooth opaque object from one view. Unpublished doctoral dissertation, MIT.
5. Horn, B. K. P., & Brooks, M. J. (1986). The variational approach to shape from shading. Computer Vision Graphics Image Process, 33, 174-208.
6. Horn, B. K. P., & Brooks, M. J. (1989). Shape from shading. Cambridge, MA: MIT Press.
7. Horn, B. K. P., & Sjoberg, R. W. (1990). Calculating the reflectance map. Applied Optics, 18, 37-75.
8. Hornik, K., Stinchcombe, M., & White, H. (1989). Multilayer feedforward networks are universal approximation. Neural Networks, 2, 359-366.
9. Ikeuchi, K., & Horn, B. K. P. (1981). Numerical shape from shading and occluding boundaries. Artificial Intelligence, 17, 141-184.
10. Lee, K. M., & Kuo, C. C. J. (1997). Shape from shading with a generalized reflectance map model. Computer Vision and Image Understanding, 67, 143-160.
11. Nayar, S. K., Ikeuchi, K., & Kanade, T. (1990). Determining shape and reflectance of hybrid surfaces by photometric sampling. IEEE Transactions on Robotics and Automation, 6, 418-430.
12. Nayar, S. K., Ikeuchi, K., & Kanade, T. (1991). Surface reflection: Physical and geometrical perspectives. IEEE Transactions on Pattern Analysis and Machine Intelligence, 13, 611-634.
13. Park, J., & Sandberg, I. W. (1991). Universal approximation using radial basis function networks. Neural Computation, 3, 261-257.
14. Torrance, K. E., & Sparrow, E. M. (1967). Theory for off-specular reflection from roughened surfaces. Journal of the Optical Society of America, 57, 1105-1114.
15. Zheng, Q., & Chellappa, R. (1991). Estimation of illuminant direction, albedo, and shape from shading. IEEE Transactions on Pattern Analysis and Machine Intelligence, 13, 680-702.