Matches in SemOpenAlex for { <https://semopenalex.org/work/W2411976423> ?p ?o ?g. }
Showing items 1 to 79 of
79
with 100 items per page.
- W2411976423 abstract "Scale-spaces play an important role in many computer vision tasks. Automatic scale selection is at the foundation of multi-scale image analysis, but its performance is still very subjective and empirical. To automatically select the appropriate scale for a particular issue, a scale selection model based on information theory is proposed in this paper. The proposed model utilizes mutual information as a measuring criterion of similarity for the optimal scale selection in multi-scale analysis, with applications to image denoising and segmentation. Firstly, we focus on the morphological operator based scale selection to image denoising. This technique does not require the prior knowledge of the noise variance and can effectively eliminate the variation of illumination. Secondly, we develop a clustering based unsupervised image segmentation algorithm by recursively pruning the Huffman coding tree. The proposed clustering algorithm can preserve the maximum amount of information at a specific clustering number from the information-theoretical point of view. Finally, for the feasibility of the proposed algorithms, its theoretical properties are analyzed mathematically and its performance is tested by a series of experiments, which demonstrate that it yields the optimal scale for our developed image denoising and segmentation algorithms." @default.
- W2411976423 created "2016-06-24" @default.
- W2411976423 creator A5022519523 @default.
- W2411976423 creator A5040659191 @default.
- W2411976423 creator A5043006960 @default.
- W2411976423 date "2013-01-01" @default.
- W2411976423 modified "2023-09-24" @default.
- W2411976423 title "Mutual Information Criterion-Base Optimal Scale Selection for Image Denoising and Segmentation" @default.
- W2411976423 hasPublicationYear "2013" @default.
- W2411976423 type Work @default.
- W2411976423 sameAs 2411976423 @default.
- W2411976423 citedByCount "0" @default.
- W2411976423 crossrefType "journal-article" @default.
- W2411976423 hasAuthorship W2411976423A5022519523 @default.
- W2411976423 hasAuthorship W2411976423A5040659191 @default.
- W2411976423 hasAuthorship W2411976423A5043006960 @default.
- W2411976423 hasConcept C121332964 @default.
- W2411976423 hasConcept C124101348 @default.
- W2411976423 hasConcept C124504099 @default.
- W2411976423 hasConcept C152139883 @default.
- W2411976423 hasConcept C153180895 @default.
- W2411976423 hasConcept C154945302 @default.
- W2411976423 hasConcept C25694479 @default.
- W2411976423 hasConcept C2778755073 @default.
- W2411976423 hasConcept C31972630 @default.
- W2411976423 hasConcept C33923547 @default.
- W2411976423 hasConcept C41008148 @default.
- W2411976423 hasConcept C46900642 @default.
- W2411976423 hasConcept C62520636 @default.
- W2411976423 hasConcept C65885262 @default.
- W2411976423 hasConcept C73555534 @default.
- W2411976423 hasConcept C78548338 @default.
- W2411976423 hasConcept C81917197 @default.
- W2411976423 hasConcept C89600930 @default.
- W2411976423 hasConceptScore W2411976423C121332964 @default.
- W2411976423 hasConceptScore W2411976423C124101348 @default.
- W2411976423 hasConceptScore W2411976423C124504099 @default.
- W2411976423 hasConceptScore W2411976423C152139883 @default.
- W2411976423 hasConceptScore W2411976423C153180895 @default.
- W2411976423 hasConceptScore W2411976423C154945302 @default.
- W2411976423 hasConceptScore W2411976423C25694479 @default.
- W2411976423 hasConceptScore W2411976423C2778755073 @default.
- W2411976423 hasConceptScore W2411976423C31972630 @default.
- W2411976423 hasConceptScore W2411976423C33923547 @default.
- W2411976423 hasConceptScore W2411976423C41008148 @default.
- W2411976423 hasConceptScore W2411976423C46900642 @default.
- W2411976423 hasConceptScore W2411976423C62520636 @default.
- W2411976423 hasConceptScore W2411976423C65885262 @default.
- W2411976423 hasConceptScore W2411976423C73555534 @default.
- W2411976423 hasConceptScore W2411976423C78548338 @default.
- W2411976423 hasConceptScore W2411976423C81917197 @default.
- W2411976423 hasConceptScore W2411976423C89600930 @default.
- W2411976423 hasLocation W24119764231 @default.
- W2411976423 hasOpenAccess W2411976423 @default.
- W2411976423 hasPrimaryLocation W24119764231 @default.
- W2411976423 hasRelatedWork W1898846487 @default.
- W2411976423 hasRelatedWork W2024947939 @default.
- W2411976423 hasRelatedWork W2062406763 @default.
- W2411976423 hasRelatedWork W2071868607 @default.
- W2411976423 hasRelatedWork W2090286885 @default.
- W2411976423 hasRelatedWork W2096340988 @default.
- W2411976423 hasRelatedWork W2118713801 @default.
- W2411976423 hasRelatedWork W2342366399 @default.
- W2411976423 hasRelatedWork W2537527489 @default.
- W2411976423 hasRelatedWork W2547083798 @default.
- W2411976423 hasRelatedWork W2547977663 @default.
- W2411976423 hasRelatedWork W2553472060 @default.
- W2411976423 hasRelatedWork W3012337127 @default.
- W2411976423 hasRelatedWork W3012854509 @default.
- W2411976423 hasRelatedWork W3084206275 @default.
- W2411976423 hasRelatedWork W3091775311 @default.
- W2411976423 hasRelatedWork W3119351363 @default.
- W2411976423 hasRelatedWork W3174300208 @default.
- W2411976423 hasRelatedWork W3207109271 @default.
- W2411976423 hasRelatedWork W77199947 @default.
- W2411976423 isParatext "false" @default.
- W2411976423 isRetracted "false" @default.
- W2411976423 magId "2411976423" @default.
- W2411976423 workType "article" @default.