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A survey on skeleto...
A survey on skeletonization algorithms and their applications
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- Saha, Punam K. (författare)
- Univ Iowa, Dept Elect & Comp Engn, Iowa City, IA 52242 USA.; Univ Iowa, Dept Radiol, Iowa City, IA 52242 USA
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- Borgefors, Gunilla (författare)
- Uppsala universitet,Avdelningen för visuell information och interaktion,Bildanalys och människa-datorinteraktion
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- Sanniti di Baja, Gabriella (författare)
- CNR, Inst Cybernet E Caianiello, I-80078 Naples, Italy.; CNR, Inst High Performance Comp & Networking, I-80131 Naples, Italy
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Univ Iowa, Dept Elect & Comp Engn, Iowa City, IA 52242 USA; Univ Iowa, Dept Radiol, Iowa City, IA 52242 USA Avdelningen för visuell information och interaktion (creator_code:org_t)
- Elsevier BV, 2016
- 2016
- Engelska.
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Ingår i: Pattern Recognition Letters. - : Elsevier BV. - 0167-8655 .- 1872-7344. ; 76, s. 3-12
- Relaterad länk:
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https://urn.kb.se/re...
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https://doi.org/10.1...
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Abstract
Ämnesord
Stäng
- Skeletonization provides an effective and compact representation of objects, which is useful for object description, retrieval, manipulation, matching, registration, tracking, recognition, and compression. It also facilitates efficient assessment of local object properties, e.g., scale, orientation, topology, etc. Several computational approaches are available in literature toward extracting the skeleton of an object, some of which are widely different in terms of their principles. In this paper, we present a comprehensive and concise survey of different skeletonization algorithms and discuss their principles, challenges, and benefits. Topology preservation, parallelization, and multi-scale skeletonization approaches are discussed. Finally, various applications of skeletonization are reviewed and the fundamental challenges of assessing the performance of different skeletonization algorithms are discussed.
Ämnesord
- NATURVETENSKAP -- Matematik -- Diskret matematik (hsv//swe)
- NATURAL SCIENCES -- Mathematics -- Discrete Mathematics (hsv//eng)
Nyckelord
- Skeletonization
- Centers of maximal balls
- Distance transform
- Topology preservation
- Parallel algorithms
- Applications
- Computerized Image Processing
- Datoriserad bildbehandling
Publikations- och innehållstyp
- ref (ämneskategori)
- art (ämneskategori)
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