A comparative review of component tree computation algorithms

E Carlinet, T Géraud - IEEE Transactions on Image Processing, 2014 - ieeexplore.ieee.org
Connected operators are morphological tools that have the property of filtering images
without creating new contours and without moving the contours that are preserved. Those …

A graph-based mathematical morphology reader

L Najman, J Cousty - Pattern Recognition Letters, 2014 - Elsevier
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A robust approach for text detection from natural scene images

L Sun, Q Huo, W Jia, K Chen - Pattern Recognition, 2015 - Elsevier
This paper presents a robust text detection approach based on color-enhanced contrasting
extremal region (CER) and neural networks. Given a color natural scene image, six …

A Quasi-linear Algorithm to Compute the Tree of Shapes of nD Images

T Géraud, E Carlinet, S Crozet, L Najman - International symposium on …, 2013 - Springer
To compute the morphological self-dual representation of images, namely the tree of
shapes, the state-of-the-art algorithms do not have a satisfactory time complexity …

[HTML][HTML] Connected attribute morphology for unified vegetation segmentation and classification in precision agriculture

P Bosilj, T Duckett, G Cielniak - Computers in industry, 2018 - Elsevier
Discriminating value crops from weeds is an important task in precision agriculture. In this
paper, we propose a novel image processing pipeline based on attribute morphology for …

Tree-based morse regions: A topological approach to local feature detection

Y Xu, P Monasse, T Géraud… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
This paper introduces a topological approach to local invariant feature detection motivated
by Morse theory. We use the critical points of the graph of the intensity image, revealing …

Directed connected operators: Asymmetric hierarchies for image filtering and segmentation

B Perret, J Cousty, O Tankyevych… - IEEE transactions on …, 2014 - ieeexplore.ieee.org
Connected operators provide well-established solutions for digital image processing,
typically in conjunction with hierarchical schemes. In graph-based frameworks, such …

Efficient tree construction for multiscale image representation and processing

J Havel, F Merciol, S Lefèvre - Journal of Real-Time Image Processing, 2019 - Springer
With the continuous growth of sensor performances, image analysis and processing
algorithms have to cope with larger and larger data volumes. Besides, the informative …

A hybrid shared-memory parallel max-tree algorithm for extreme dynamic-range images

U Moschini, A Meijster… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
Max-trees, or component trees, are graph structures that represent the connected
components of an image in a hierarchical way. Nowadays, many application fields rely on …

Connected filtering based on multivalued component-trees

C Kurtz, B Naegel, N Passat - IEEE Transactions on Image …, 2014 - ieeexplore.ieee.org
In recent papers, a new notion of component-graph was introduced. It extends the classical
notion of component-tree initially proposed in mathematical morphology to model the …