5 citations · 9 across the 10 of their papers we have counts for
11 papers
Coarse-to-Fine Non-rigid Multi-modal Image Registration for Historical Panel Paintings based on Crack Structures
Aline Sindel, Andreas Maier, Vincent Christlein
Art technological investigations of historical panel paintings rely on acquiring multi-modal image data, including visual light photography, infrared reflectography, ultraviolet fl…
Data Augmentation via Latent Diffusion Models for Detecting Smell-Related Objects in Historical Artworks
Ahmed Sheta, Mathias Zinnen, Aline Sindel +2
Finding smell references in historic artworks is a challenging problem. Beyond artwork-specific challenges such as stylistic variations, their recognition demands exceptionally det…
Automated Segmentation and Analysis of Cone Photoreceptors in Multimodal Adaptive Optics Imaging
Prajol Shrestha, Mikhail Kulyabin, Aline Sindel +4
Accurate detection and segmentation of cone cells in the retina are essential for diagnosing and managing retinal diseases. In this study, we used advanced imaging techniques, incl…
Generalist Segmentation Algorithm for Photoreceptors Analysis in Adaptive Optics Imaging
Mikhail Kulyabin, Aline Sindel, Hilde Pedersen +3
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…
A Vessel-Segmentation-Based CycleGAN for Unpaired Multi-modal Retinal Image Synthesis
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. Our method int…
ArtFacePoints: High-resolution Facial Landmark Detection in Paintings and Prints
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. With facial landmarks, portraits of d…
A Multi-modal Registration and Visualization Software Tool for Artworks using CraquelureNet
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-radiograp…
Multi-modal Retinal Image Registration Using a Keypoint-Based Vessel Structure Aligning Network
Aline Sindel, Bettina Hohberger, Andreas Maier +1
In ophthalmological imaging, multiple imaging systems, such as color fundus, infrared, fluorescein angiography, optical coherence tomography (OCT) or OCT angiography, are often inv…
SliTraNet: Automatic Detection of Slide Transitions in Lecture Videos using Convolutional Neural Networks
Aline Sindel, Abner Hernandez, Seung Hee Yang +2
With the increasing number of online learning material in the web, search for specific content in lecture videos can be time consuming. Therefore, automatic slide extraction from t…
A Keypoint Detection and Description Network Based on the Vessel Structure for Multi-Modal Retinal Image Registration
Aline Sindel, Bettina Hohberger, Sebastian Fassihi Dehcordi +4
Ophthalmological imaging utilizes different imaging systems, such as color fundus, infrared, fluorescein angiography, optical coherence tomography (OCT) or OCT angiography. Multipl…
Learning from a Handful Volumes: MRI Resolution Enhancement with Volumetric Super-Resolution Forests
Aline Sindel, Katharina Breininger, Johannes Käßer +3
Magnetic resonance imaging (MRI) enables 3-D imaging of anatomical structures. However, the acquisition of MR volumes with high spatial resolution leads to long scan times. To this…