Abstract
We present a framework for matching and recognition of planar shapes based on a method from computer graphics based animation, called `shape metamorphosis'. In our approach, the `degree of morphing' between two shapes is employed as a dissimilarity measure. A physics-based energy minimization approach is used for optimally computing the `degree of morphing.' This measure is shown to have metric properties and invariance to translation, rotation, scaling and mirror symmetry. Experimentations in the recognition of planar shapes, hand-drawn figures, and on-line cursive words indicate the robustness of the recognition paradigm.
| Original language | English (US) |
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| Pages | 679-682 |
| Number of pages | 4 |
| State | Published - Dec 1 1997 |
| Event | Proceedings of the 1997 13th International Conference on Digital Signal Processing, DSP. Part 2 (of 2) - Santorini, Greece Duration: Jul 2 1997 → Jul 4 1997 |
Other
| Other | Proceedings of the 1997 13th International Conference on Digital Signal Processing, DSP. Part 2 (of 2) |
|---|---|
| City | Santorini, Greece |
| Period | 7/2/97 → 7/4/97 |
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Singh, R., Pavlidis, I., & Papanikolopoulos, N. P. (1997). Metamorphosis-based shape recognition method. 679-682. Paper presented at Proceedings of the 1997 13th International Conference on Digital Signal Processing, DSP. Part 2 (of 2), Santorini, Greece, .