### Abstract

Mesh-connected computers are well suited to local computations that exploit the nearest-neighbor interconnections of the mesh. In this correspondence, a new parallel algorithm is proposed for fast image labeling using local operators on image pixels. The algorithm can be implemented on an n x n mesh-connected computer such that, for any integer k in the range [1, log(2/i)], the algorithm requires Q(kn^{llk})bits of local memory per processor and takes 0(foi) time. Bit-serial processors and communication links can be used without affecting the asymptotic time complexity of the algorithm. The time complexity of the algorithm has very small leading constant factors, which makes it superior to previous mesh computer labeling algorithms for most practical image sizes (e.g., up to 4096 x 4096 images). Furthermore, our algorithm is based on using stacks that can be realized using very fast shift registers within each PE.

Original language | English |
---|---|

Pages (from-to) | 202-207 |

Number of pages | 6 |

Journal | IEEE Transactions on Pattern Analysis and Machine Intelligence |

Volume | 13 |

Issue number | 2 |

DOIs | |

Publication status | Published - 1 Jan 1991 |

Externally published | Yes |

### Fingerprint

### Keywords

- Image labeling
- image processing
- local image operators
- mesh-connected computers
- parallel algorithms
- space-time tradeoffs

### ASJC Scopus subject areas

- Software
- Computer Vision and Pattern Recognition
- Computational Theory and Mathematics
- Artificial Intelligence
- Applied Mathematics

### Cite this

*IEEE Transactions on Pattern Analysis and Machine Intelligence*,

*13*(2), 202-207. https://doi.org/10.1109/34.67649

**Fast Image Labeling using Local Operators on Mesh-Connected Computers.** / Alnuweiri, Hussein M.; Prasanna Kumar, V. K.

Research output: Contribution to journal › Article

*IEEE Transactions on Pattern Analysis and Machine Intelligence*, vol. 13, no. 2, pp. 202-207. https://doi.org/10.1109/34.67649

}

TY - JOUR

T1 - Fast Image Labeling using Local Operators on Mesh-Connected Computers

AU - Alnuweiri, Hussein M.

AU - Prasanna Kumar, V. K.

PY - 1991/1/1

Y1 - 1991/1/1

N2 - Mesh-connected computers are well suited to local computations that exploit the nearest-neighbor interconnections of the mesh. In this correspondence, a new parallel algorithm is proposed for fast image labeling using local operators on image pixels. The algorithm can be implemented on an n x n mesh-connected computer such that, for any integer k in the range [1, log(2/i)], the algorithm requires Q(knllk)bits of local memory per processor and takes 0(foi) time. Bit-serial processors and communication links can be used without affecting the asymptotic time complexity of the algorithm. The time complexity of the algorithm has very small leading constant factors, which makes it superior to previous mesh computer labeling algorithms for most practical image sizes (e.g., up to 4096 x 4096 images). Furthermore, our algorithm is based on using stacks that can be realized using very fast shift registers within each PE.

AB - Mesh-connected computers are well suited to local computations that exploit the nearest-neighbor interconnections of the mesh. In this correspondence, a new parallel algorithm is proposed for fast image labeling using local operators on image pixels. The algorithm can be implemented on an n x n mesh-connected computer such that, for any integer k in the range [1, log(2/i)], the algorithm requires Q(knllk)bits of local memory per processor and takes 0(foi) time. Bit-serial processors and communication links can be used without affecting the asymptotic time complexity of the algorithm. The time complexity of the algorithm has very small leading constant factors, which makes it superior to previous mesh computer labeling algorithms for most practical image sizes (e.g., up to 4096 x 4096 images). Furthermore, our algorithm is based on using stacks that can be realized using very fast shift registers within each PE.

KW - Image labeling

KW - image processing

KW - local image operators

KW - mesh-connected computers

KW - parallel algorithms

KW - space-time tradeoffs

UR - http://www.scopus.com/inward/record.url?scp=0026108336&partnerID=8YFLogxK

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U2 - 10.1109/34.67649

DO - 10.1109/34.67649

M3 - Article

AN - SCOPUS:0026108336

VL - 13

SP - 202

EP - 207

JO - IEEE Transactions on Pattern Analysis and Machine Intelligence

JF - IEEE Transactions on Pattern Analysis and Machine Intelligence

SN - 0162-8828

IS - 2

ER -