Search Results - "Edwin Carlinet"
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1
MToS: A Tree of Shapes for Multivariate Images
Published in IEEE transactions on image processing (01-12-2015)“…The topographic map of a gray-level image, also called tree of shapes, provides a high-level hierarchical representation of the image contents. This…”
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2
Automatic vectorization of historical maps: A benchmark
Published in PloS one (15-02-2024)“…Shape vectorization is a key stage of the digitization of large-scale historical maps, especially city maps that exhibit complex and valuable details. Having…”
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A Comparative Review of Component Tree Computation Algorithms
Published in IEEE transactions on image processing (01-09-2014)“…Connected operators are morphological tools that have the property of filtering images without creating new contours and without moving the contours that are…”
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4
Max-tree Computation on GPUs
Published in IEEE transactions on parallel and distributed systems (01-12-2022)“…In Mathematical Morphology, the max-tree is a region-based representation that encodes the inclusion relationship of the threshold sets of an image. This tree…”
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Hierarchical Segmentation Using Tree-Based Shape Spaces
Published in IEEE transactions on pattern analysis and machine intelligence (01-03-2017)“…Current trends in image segmentation are to compute a hierarchy of image segmentations from fine to coarse. A classical approach to obtain a single meaningful…”
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The Dahu graph-cut for interactive segmentation on 2D/3D images
Published in Pattern recognition (01-04-2023)“…•An efficient method to compute the Dahu pseudo-distance on multivariate images.•A new interactive segmentation method (based on the Dahu…”
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Estimation of the noise level function for color images using mathematical morphology and non-parametric statistics
Published in 2022 26th International Conference on Pattern Recognition (ICPR) (21-08-2022)“…Noise level information is crucial for many image processing tasks, such as image denoising. To estimate it, it is necessary to find homegeneous areas within…”
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Conference Proceeding -
8
Automatic vectorization of historical maps: A benchmark
Published in PloS one (01-01-2024)“…Shape vectorization is a key stage of the digitization of large-scale historical maps, especially city maps that exhibit complex and valuable details. Having…”
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The Tree of Shapes Turned into a Max-Tree: A Simple and Efficient Linear Algorithm
Published in 2018 25th IEEE International Conference on Image Processing (ICIP) (01-10-2018)“…The Tree of Shapes (ToS) is a morphological, tree-based representation of an image, translating the inclusion of its level lines. It features many invariants…”
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Conference Proceeding -
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A Morphological Tree of Shapes for Color Images
Published in 2014 22nd International Conference on Pattern Recognition (01-08-2014)“…In mathematical morphology the tree of shapes of a gray level image is a versatile representation that allows for multiple powerful applications. That…”
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Conference Proceeding -
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Getting a morphological tree of shapes for multivariate images: Paths, traps, and pitfalls
Published in 2014 IEEE International Conference on Image Processing (ICIP) (01-10-2014)“…The tree of shapes is a morphological tree that provides an high-level hierarchical representation of the image suitable for many image processing tasks. This…”
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Conference Proceeding -
12
Meaningful disjoint level lines selection
Published in 2014 IEEE International Conference on Image Processing (ICIP) (01-10-2014)“…Many methods based on the morphological notion of shapes (i.e., connected components of level sets) have been proved to be very efficient in shape recognition…”
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Conference Proceeding -
13
Linear Object Detection in Document Images using Multiple Object Tracking
Published 26-05-2023“…Linear objects convey substantial information about document structure, but are challenging to detect accurately because of degradation (curved, erased) or…”
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14
A Benchmark of Nested Named Entity Recognition Approaches in Historical Structured Documents
Published 20-02-2023“…Named Entity Recognition (NER) is a key step in the creation of structured data from digitised historical documents. Traditional NER approaches deal with flat…”
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Entry Separation using a Mixed Visual and Textual Language Model: Application to 19th century French Trade Directories
Published 17-02-2023“…When extracting structured data from repetitively organized documents, such as dictionaries, directories, or even newspapers, a key challenge is to correctly…”
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A Proof of the Tree of Shapes in n-D
Published 10-06-2022“…In this paper, we prove that the self-dual morphological hierarchical structure computed on a n-D gray-level wellcomposed image u by the algorithm of…”
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Combining Deep Learning and Mathematical Morphology for Historical Map Segmentation
Published 06-01-2021“…The digitization of historical maps enables the study of ancient, fragile, unique, and hardly accessible information sources. Main map features can be…”
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18
Morphological object picking based on the color tree of shapes
Published in 2015 International Conference on Image Processing Theory, Tools and Applications (IPTA) (01-11-2015)“…The Tree of Shapes is a self-dual and contrast invariant morphological tree that provides a high-level hierarchical representation of images, suitable for many…”
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Conference Proceeding -
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A fair comparison of many max-tree computation algorithms (Extended version of the paper submitted to ISMM 2013
Published 08-12-2012“…With the development of connected filters for the last decade, many algorithms have been proposed to compute the max-tree. Max-tree allows to compute the most…”
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20
ICDAR 2021 Competition on Historical Map Segmentation
Published 27-05-2021“…This paper presents the final results of the ICDAR 2021 Competition on Historical Map Segmentation (MapSeg), encouraging research on a series of historical…”
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