Discrete Convexity, Straightness, and the 16-Neighborhood

In this paper, we extend some results in discrete geometry based on the 8-neighborhood to that of the 16-neighborhood, which now includes the chessboard and the knight moves. We first present some analogies between an 8-digital arc and a 16-digital arc as represented by shortest paths on the grid. We present a transformation which uniquely maps a 16-digital arc onto an 8-digital arc (and vice versa). The grid-intersect-quantization (GIQ) of real arcs is defined with the 16-neighborhood. This enables us to define a 16-digital straight segment. We then present two new distance functions which satisfy the metric properties and describe the extended neighborhood space. Based on these functions, we present some new results regarding discrete convexity and 16-digital straightness. In particular, we demonstrate the convexity of a 16-digital straight segment. Moreover, we define a new property for characterizing a digital straight segment in the 16-neighborhood space. In comparison to the 8-neighborhood space, the proposed 16-neighborhood coding scheme offers a more compact representation without any loss of information.

[1]  Gunilla Borgefors,et al.  Distance transformations in digital images , 1986, Comput. Vis. Graph. Image Process..

[2]  Masafumi Yamashita,et al.  Distance functions defined by variable neighborhood sequences , 1984, Pattern Recognit..

[3]  Azriel Rosenfeld,et al.  Digital topology: Introduction and survey , 1989, Comput. Vis. Graph. Image Process..

[4]  Yazid M. Sharaiha,et al.  An Optimal Algorithm for the Straight Segment Approximation of Digital Arcs , 1993, CVGIP Graph. Model. Image Process..

[5]  Edouard Thiel Les distances de chanfrein en analyse d'images : fondements et applications. (Chamfer distances in image analysis : basis and applications) , 1994 .

[6]  Son Pham,et al.  Digital straight segments , 1986, Comput. Vis. Graph. Image Process..

[7]  Toshihide Ibaraki,et al.  Distances defined by neighborhood sequences , 1986, Pattern Recognit..

[8]  Michael Lindenbaum,et al.  A New Parameterization of Digital Straight Lines , 1991, IEEE Trans. Pattern Anal. Mach. Intell..

[9]  Azriel Rosenfeld,et al.  Convex Digital Solids , 1982, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[10]  AZRIEL ROSENFELD,et al.  Digital Straight Line Segments , 1974, IEEE Transactions on Computers.

[11]  Ugo Montanari,et al.  A Method for Obtaining Skeletons Using a Quasi-Euclidean Distance , 1968, J. ACM.

[12]  Ioan Tomescu,et al.  Path generated digital metrics , 1983, Pattern Recognit. Lett..

[13]  Azriel Rosenfeld,et al.  Digital Straight Lines and Convexity of Digital Regions , 1982, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[14]  Chul E. Kim,et al.  Three-Dimensional Digital Line Segments , 1983, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[15]  Christian Ronse A strong chord property for 4-connected convex digital sets , 1986 .

[16]  Jean-Marc Chassery Discrete convexity: Definition, parametrization, and compatibility with continuous convexity , 1983, Comput. Vis. Graph. Image Process..

[17]  Chul E. Kim On the Cellular Convexity of Complexes , 1981, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[18]  Yazid M. Sharaiha,et al.  A compact chord property for digital arcs , 1993, Pattern Recognit..

[19]  G. Borgefors Distance transformations in arbitrary dimensions , 1984 .

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

[21]  Partha Pratim Das,et al.  Metricity of super-knight's distance in digital geometry , 1990, Pattern Recognit. Lett..

[22]  Azriel Rosenfeld,et al.  Picture Processing and Psychopictorics , 1970 .

[23]  P. P. Das,et al.  Knight's distance in digital geometry , 1988, Pattern Recognit. Lett..

[24]  Partha Pratim Das,et al.  Knight's distance in digital geometry , 1988 .

[25]  Arnold W. M. Smeulders,et al.  Decomposition of discrete curves into piecewise straight segments in linear time , 1991 .

[26]  K. Voss Discrete Images, Objects, and Functions in Zn , 1993 .

[27]  HERBERT FREEMAN Algorithm for Generating a Digital Straight Line on a Triangular Grid , 1979, IEEE Transactions on Computers.

[28]  E. Thiel,et al.  Chamfer masks: discrete distance functions, geometrical properties and optimization , 1992, Proceedings., 11th IAPR International Conference on Pattern Recognition. Vol. III. Conference C: Image, Speech and Signal Analysis,.

[29]  A. ROSENFELD,et al.  Distance functions on digital pictures , 1968, Pattern Recognit..

[30]  Christian Ronse,et al.  A Bibliography on Digital and Computational Convexity (1961-1988) , 1989, IEEE Trans. Pattern Anal. Mach. Intell..