Search Results for author: Aline Sindel

Found 9 papers, 3 papers with code

Generalist Segmentation Algorithm for Photoreceptors Analysis in Adaptive Optics Imaging

no code implementations27 Aug 2024 Mikhail Kulyabin, Aline Sindel, Hilde Pedersen, Stuart Gilson, Rigmor Baraas, Andreas Maier

Analyzing the cone photoreceptor pattern in images obtained from the living human retina using quantitative methods can be crucial for the early detection and management of various eye conditions.

A Vessel-Segmentation-Based CycleGAN for Unpaired Multi-modal Retinal Image Synthesis

no code implementations5 Jun 2023 Aline Sindel, Andreas Maier, Vincent Christlein

Unpaired image-to-image translation of retinal images can efficiently increase the training dataset for deep-learning-based multi-modal retinal registration methods.

Image Registration Image-to-Image Translation +2

ArtFacePoints: High-resolution Facial Landmark Detection in Paintings and Prints

1 code implementation17 Oct 2022 Aline Sindel, Andreas Maier, Vincent Christlein

Facial landmark detection plays an important role for the similarity analysis in artworks to compare portraits of the same or similar artists.

Facial Landmark Detection Image Registration +2

A Multi-modal Registration and Visualization Software Tool for Artworks using CraquelureNet

no code implementations18 Aug 2022 Aline Sindel, Andreas Maier, Vincent Christlein

For art investigations of paintings, multiple imaging technologies, such as visual light photography, infrared reflectography, ultraviolet fluorescence photography, and x-radiography are often used.

Multi-modal Retinal Image Registration Using a Keypoint-Based Vessel Structure Aligning Network

no code implementations21 Jul 2022 Aline Sindel, Bettina Hohberger, Andreas Maier, Vincent Christlein

Our method extracts convolutional features from the vessel structure for keypoint detection and description and uses a graph neural network for feature matching.

Graph Neural Network Image Registration +1

SliTraNet: Automatic Detection of Slide Transitions in Lecture Videos using Convolutional Neural Networks

1 code implementation7 Feb 2022 Aline Sindel, Abner Hernandez, Seung Hee Yang, Vincent Christlein, Andreas Maier

With the increasing number of online learning material in the web, search for specific content in lecture videos can be time consuming.

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