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- W4297972322 abstract "A novel template matching algorithm that can incorporate the concept of deformable parts, is presented in this paper. Unlike the deformable part model (DPM) employed in object recognition, the proposed template-matching approach called Deformable Template Matching (DTM) does not require a training step. Instead, deformation is achieved by a set of predefined basic rules (e.g. the left sub-patch cannot pass across the right patch). Experimental evaluation of this new method using the PASCAL VOC 07 dataset demonstrated substantial performance improvement over conventional template matching algorithms. Additionally, to confirm the applicability of DTM, the concept is applied to the generation of a rotation-invariant SIFT descriptor. Experimental evaluation employing deformable matching of SIFT features shows an increased number of matching features compared to a conventional SIFT matching." @default.
- W4297972322 created "2022-10-01" @default.
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- W4297972322 date "2016-04-12" @default.
- W4297972322 modified "2023-09-27" @default.
- W4297972322 title "DTM: Deformable Template Matching" @default.
- W4297972322 doi "https://doi.org/10.48550/arxiv.1604.03518" @default.
- W4297972322 hasPublicationYear "2016" @default.
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