Reflections on Shading

It is demonstrated that mutual illumination can produce significant effects in real scenes. An example is presented to illustrate the difficulties that mutual illumination presents to shape recovery schemes. These effects are qualitatively modeled by the radiosity equation. Using the radiosity equation, the authors predict the occurrence of spectral events in the radiance, namely, discontinuities in the radiance and its derivatives. Experimental evidence establishes the validity of this approach. Mutual illumination can generate discontinuities in the derivatives of radiance unrelated to local geometry. It is argued that it is not possible to obtain veridical dense depth or normal maps from a shading analysis. However, discontinuities in radiance are tractably related to scene geometry and, moreover, can be detected. >

[1]  Robert A. Hummel,et al.  Experiments with the intensity ratio depth sensor , 1985, Comput. Vis. Graph. Image Process..

[2]  Berthold K. P. Horn Obtaining shape from shading information , 1989 .

[3]  Jitendra Malik,et al.  Detecting and localizing edges composed of steps, peaks and roofs , 1990, [1990] Proceedings Third International Conference on Computer Vision.

[4]  A. Gilchrist The perception of surface blacks and whites. , 1979, Scientific American.

[5]  John R. Kender,et al.  An optimal algorithm for the derivation of shape from shadows , 1988, Proceedings CVPR '88: The Computer Society Conference on Computer Vision and Pattern Recognition.

[6]  Andrew Blake,et al.  Surface descriptions from stereo and shading , 1986, Image Vis. Comput..

[7]  Katsushi Ikeuchi,et al.  Determining Grasp Configurations using Photometric Stereo and the PRISM Binocular Stereo System , 1986 .

[8]  D.E. Pearson,et al.  Visual communication at very low data rates , 1985, Proceedings of the IEEE.

[9]  Berthold K. P. Horn Understanding Image Intensities , 1977, Artif. Intell..

[10]  J. Koenderink,et al.  Geometrical modes as a general method to treat diffuse interreflections in radiometry , 1983 .

[11]  Robyn A. Owens,et al.  Feature detection from local energy , 1987, Pattern Recognit. Lett..

[12]  J. Koenderink,et al.  Photometric Invariants Related to Solid Shape , 1980 .

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

[14]  Donald P. Greenberg,et al.  A two-pass solution to the rendering equation: A synthesis of ray tracing and radiosity methods , 1987, SIGGRAPH.

[15]  Donald P. Greenberg,et al.  An Efficient Radiosity Approach for Realistic Image Synthesis , 1986, IEEE Computer Graphics and Applications.

[16]  Donald P. Greenberg,et al.  A progressive refinement approach to fast radiosity image generation , 1988, SIGGRAPH.

[17]  Katsushi Ikeuchi,et al.  Determining a Depth Map Using a Dual Photometric Stereo , 1987 .

[18]  Donald P. Greenberg,et al.  The hemi-cube: a radiosity solution for complex environments , 1985, SIGGRAPH.

[19]  John R. Kender,et al.  Shape from Darkness: Deriving Surface Information from Dynamic Shadows , 1986, AAAI.

[20]  Michael Hatzitheodorou,et al.  The derivation of 3-D surface shape from shadows , 1989 .

[21]  Thomas O. Binford,et al.  Local shape from specularity , 1988, Comput. Vis. Graph. Image Process..

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

[23]  B. O'neill Elementary Differential Geometry , 1966 .

[24]  Rui J. P. de Figueiredo,et al.  A theory of photometric stereo for a general class of reflectance maps , 1989, Proceedings CVPR '89: IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

[25]  Daniel R. Baum,et al.  Improving radiosity solutions through the use of analytically determined form-factors , 1989, SIGGRAPH.

[26]  Berthold K. P. Horn,et al.  Shape from shading , 1989 .

[27]  Donald P. Greenberg,et al.  An experimental evaluation of computer graphics imagery , 1986, TOGS.

[28]  A. Gilchrist,et al.  Perception of Lightness and Illumination in a World of One Reflectance , 1984, Perception.

[29]  David A. Forsyth,et al.  Shape from shading in the light of mutual illumination , 1990, Image and Vision Computing.

[30]  J. Canny Finding Edges and Lines in Images , 1983 .

[31]  John R. Wallace,et al.  A Ray tracing algorithm for progressive radiosity , 1989, SIGGRAPH '89.