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2020 – today
- 2024
[j17]Mathias Zinnen
, Prathmesh Madhu, Inger Leemans, Peter Bell, Azhar Hussian, Hang Tran, Ali Hürriyetoglu, Andreas K. Maier, Vincent Christlein:
Smelly, dense, and spreaded: The Object Detection for Olfactory References (ODOR) dataset. Expert Syst. Appl. 255: 124576 (2024)- [j16]Alexander Mattick, Martin Mayr, Mathias Seuret, Florian Kordon, Fei Wu, Vincent Christlein:
Evaluating learned feature aggregators for writer retrieval. Int. J. Document Anal. Recognit. 27(3): 265-274 (2024) - [j15]Fei Wu, Nora Gourmelon, Thorsten Seehaus, Jianlin Zhang, Matthias H. Braun, Andreas K. Maier, Vincent Christlein:
Contextual HookFormer for Glacier Calving Front Segmentation. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [c86]Florian Kordon, Nikolaus Weichselbaumer, Randall Herz, Janne van der Loop, Stephen Mossman, Edward Potten, Mathias Seuret, Martin Mayr, Fei Wu, Vincent Christlein:
fang: Fast Annotation of Glyphs in Historical Printed Documents. DAS 2024: 377-392 - [c85]Janne van der Loop, Florian Kordon, Martin Mayr, Vincent Christlein, Fei Wu, Dalia Rodríguez-Salas, Nikolaus Weichselbaumer, Mathias Seuret:
ICDAR 2024 Competition on Multi Font Group Recognition and OCR. ICDAR (6) 2024: 381-396 - [c84]Haiting Huang, Mathias Zinnen, Shumei Liu, Andreas K. Maier, Vincent Christlein:
Scene Classification on Fine Arts with Style Transfer. SUMAC@ ACM Multimedia 2024: 18-27 - [i57]Richin Sukesh, Mathias Seuret, Anguelos Nicolaou, Martin Mayr, Vincent Christlein:
A Fair Evaluation of Various Deep Learning-Based Document Image Binarization Approaches. CoRR abs/2401.11831 (2024) - [i56]Alexander Schmidt, Prathmesh Madhu, Andreas K. Maier, Vincent Christlein, Ronak Kosti:
ARIN: Adaptive Resampling and Instance Normalization for Robust Blind Inpainting of Dunhuang Cave Paintings. CoRR abs/2402.16188 (2024) - [i55]Vincent Christlein, David Bernecker, Andreas K. Maier, Elli Angelopoulou:
Offline Writer Identification Using Convolutional Neural Network Activation Features. CoRR abs/2402.17029 (2024) - [i54]Vishal Patoliya, Mathias Zinnen, Andreas Maier, Vincent Christlein:
Smell and Emotion: Recognising emotions in smell-related artworks. CoRR abs/2407.04592 (2024) - [i53]Shumei Liu, Haiting Huang, Mathias Zinnen, Andreas Maier, Vincent Christlein:
Novel Artistic Scene-Centric Datasets for Effective Transfer Learning in Fragrant Spaces. CoRR abs/2407.11701 (2024) - [i52]Martin Mayr, Marcel Dreier, Florian Kordon, Mathias Seuret, Jochen Zöllner, Fei Wu, Andreas Maier, Vincent Christlein:
Zero-Shot Paragraph-level Handwriting Imitation with Latent Diffusion Models. CoRR abs/2409.00786 (2024) - 2023
- [j14]Fei Wu, Jianlin Zhang, Zhiyong Xu, Andreas K. Maier, Vincent Christlein:
Updating Siamese trackers using peculiar mixup. Appl. Intell. 53(19): 22531-22545 (2023) - [j13]Florian Kordon, Nikolaus Weichselbaumer, Randall Herz, Stephen Mossman, Edward Potten, Mathias Seuret, Martin Mayr, Vincent Christlein:
Classification of incunable glyphs and out-of-distribution detection with joint energy-based models. Int. J. Document Anal. Recognit. 26(3): 223-240 (2023) - [j12]Prathmesh Madhu, Angel Villar-Corrales, Ronak Kosti, Torsten Bendschus, Corinna Reinhardt, Peter Bell, Andreas K. Maier, Vincent Christlein:
Enhancing Human Pose Estimation in Ancient Vase Paintings via Perceptually-grounded Style Transfer Learning. ACM Journal on Computing and Cultural Heritage 16(1): 1-17 (2023) - [j11]Prathmesh Madhu, Tilman Marquart, Ronak Kosti, Dirk Suckow, Peter Bell, Andreas K. Maier, Vincent Christlein:
ICC++: Explainable feature learning for art history using image compositions. Pattern Recognit. 136: 109153 (2023) - [j10]Fei Wu, Nora Gourmelon, Thorsten Seehaus, Jianlin Zhang, Matthias H. Braun, Andreas K. Maier, Vincent Christlein:
AMD-HookNet for Glacier Front Segmentation. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [c83]Aline Sindel, Andreas K. Maier, Vincent Christlein:
A Vesselsegmentation-based CycleGAN for Unpaired Multi-modal Retinal Image Synthesis. Bildverarbeitung für die Medizin 2023: 32-37 - [c82]Kai Packhäuser, Sebastian Gündel, Nicolas Münster, Christopher Syben, Vincent Christlein, Andreas K. Maier:
Abstract: Is Medical Chest X-ray Data Anonymous? - Deep Learning-based Patient Re-identification is Able to Exploit the Biometric Nature of Medical Chest X-ray Data. Bildverarbeitung für die Medizin 2023: 204 - [c81]Benjamin Schuster, Florian Kordon, Martin Mayr, Mathias Seuret, Stefanie Jost, Josef Kessler, Vincent Christlein:
Multi-stage Fine-Tuning Deep Learning Models Improves Automatic Assessment of the Rey-Osterrieth Complex Figure Test. ICDAR (1) 2023: 3-19 - [c80]Guillaume Carrière, Konstantina Nikolaidou, Florian Kordon, Martin Mayr, Mathias Seuret, Vincent Christlein:
Beyond Human Forgeries: An Investigation into Detecting Diffusion-Generated Handwriting. ICDAR Workshops (1) 2023: 5-19 - [c79]Johan Zenk, Florian Kordon, Martin Mayr, Mathias Seuret, Vincent Christlein:
Investigations on Self-supervised Learning for Script-, Font-type, and Location Classification on Historical Documents. HIP@ICDAR 2023: 97-102 - [c78]Anguelos Nicolaou, Daniel Luger, Franziska Decker, Nicolas Renet, Vincent Christlein, Georg Vogeler:
Efficient Annotation of Medieval Charters. ICDAR Workshops (1) 2023: 284-295 - [c77]Mathias Seuret, Janne van der Loop, Nikolaus Weichselbaumer, Martin Mayr, Janina Molnar, Tatjana Hass, Vincent Christlein:
Combining OCR Models for Reading Early Modern Books. ICDAR (5) 2023: 342-357 - [c76]Konstantina Nikolaidou, George Retsinas, Vincent Christlein, Mathias Seuret, Giorgos Sfikas, Elisa Barney Smith, Hamam Mokayed, Marcus Liwicki:
WordStylist: Styled Verbatim Handwritten Text Generation with Latent Diffusion Models. ICDAR (2) 2023: 384-401 - [c75]Mathias Seuret, Isabelle Marthot-Santaniello, Stephen A. White, Olga Serbaeva Saraogi, Selaudin Agolli, Guillaume Carrière, Dalia Rodríguez-Salas, Vincent Christlein:
ICDAR 2023 Competition on Detection and Recognition of Greek Letters on Papyri. ICDAR (2) 2023: 498-507 - [c74]Nora Gourmelon, Thorsten Seehaus, Julian Klink, Matthias Braun, Andreas Maier, Vincent Christlein:
Caffe - A Benchmark Dataset for Glacier Calving Front Extraction from Synthetic Aperture Radar Imagery. IGARSS 2023: 896-898 - [c73]Nora Gourmelon, Julian Klink, Thorsten Seehaus, Matthias H. Braun, Andreas K. Maier, Vincent Christlein:
Conditional Random Fields for Improving Deep Learning-Based Glacier Calving Front Delineations. IGARSS 2023: 4939-4942 - [c72]Lukas Folle, Pauline Fenzl, Filippo Fagni, Mareike Thies, Vincent Christlein, Christine Meder, Michael Sticherling, David Simon, Georg Schett, Andreas Maier, Arnd Kleyer:
Deepnapsi: Deep Learning for Nail Psoriasis Prediction. ISBI 2023: 1-5 - [c71]Ali Hürriyetoglu, Inna Novalija, Mathias Zinnen, Vincent Christlein, Pasquale Lisena, Stefano Menini, Marieke van Erp, Raphaël Troncy:
The MUSTI challenge@MediaEval 2023 - Multimodal Understanding of Smells in Texts and Images with Zero-shot Evaluation. MediaEval 2023 - [c70]Mathias Zinnen, Azhar Hussian, Hang Tran, Prathmesh Madhu, Andreas K. Maier, Vincent Christlein:
SniffyArt: The Dataset of Smelling Persons. SUMAC @ ACM Multimedia 2023: 49-58 - [c69]M. Tallal Farooq, Martin Leipert, Andreas Maier, Vincent Christlein:
Ressource-Efficient Moth Detection for Pest Monitoring with YOLOv5. SSCI 2023: 553-558 - [d8]Mathias Seuret, Anguelos Nicolau, Dalia Rodríguez-Salas, Nikolaus Weichselbaumer, Dominique Stutzmann, Martin Mayr, Andreas Maier, Vincent Christlein:
ICDAR 2021 Historical Document Classification Test Dataset for Task 3 - Location. Zenodo, 2023
- [d7]Mathias Zinnen, Prathmesh Madhu, Inger Leemans, Peter Bell, Azhar Hussian, Hang Tran, Andreas Maier, Vincent Christlein:
The Object Detection for Olfactory References (ODOR) Dataset. Zenodo, 2023 - [i51]Mathias Zinnen, Prathmesh Madhu, Ronak Kosti, Peter Bell, Andreas K. Maier, Vincent Christlein:
ODOR: The ICPR2022 ODeuropa Challenge on Olfactory Object Recognition. CoRR abs/2301.09878 (2023) - [i50]Mathias Zinnen, Prathmesh Madhu, Peter Bell, Andreas K. Maier, Vincent Christlein:
Transfer Learning for Olfactory Object Detection. CoRR abs/2301.09906 (2023) - [i49]Fei Wu, Nora Gourmelon, Thorsten Seehaus, Jianlin Zhang, Matthias H. Braun, Andreas K. Maier, Vincent Christlein:
AMD-HookNet for Glacier Front Segmentation. CoRR abs/2302.02744 (2023) - [i48]Konstantina Nikolaidou, George Retsinas, Vincent Christlein, Mathias Seuret, Giorgos Sfikas, Elisa Barney Smith, Hamam Mokayed, Marcus Liwicki:
WordStylist: Styled Verbatim Handwritten Text Generation with Latent Diffusion Models. CoRR abs/2303.16576 (2023) - [i47]Mathias Seuret, Janne van der Loop, Nikolaus Weichselbaumer, Martin Mayr, Janina Molnar, Tatjana Hass, Florian Kordon, Anguelos Nicolau, Vincent Christlein:
Combining OCR Models for Reading Early Modern Printed Books. CoRR abs/2305.07131 (2023) - [i46]Aline Sindel, Andreas K. Maier, Vincent Christlein:
A Vessel-Segmentation-Based CycleGAN for Unpaired Multi-modal Retinal Image Synthesis. CoRR abs/2306.02901 (2023) - [i45]Anguelos Nicolaou, Daniel Luger, Franziska Decker, Nicolas Renet, Vincent Christlein, Georg Vogeler:
Efficient Annotation of Medieval Charters. CoRR abs/2306.14071 (2023) - [i44]Mathias Zinnen, Azhar Hussian, Hang Tran, Prathmesh Madhu, Andreas K. Maier, Vincent Christlein:
SniffyArt: The Dataset of Smelling Persons. CoRR abs/2311.11888 (2023) - 2022
- [j9]Maniraman Periyasamy, AmirAbbas Davari, Thorsten Seehaus, Matthias Braun, Andreas Maier, Vincent Christlein:
How to Get the Most Out of U-Net for Glacier Calving Front Segmentation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 1712-1723 (2022) - [j8]AmirAbbas Davari, Christoph Baller, Thorsten Seehaus, Matthias H. Braun, Andreas K. Maier, Vincent Christlein:
Pixelwise Distance Regression for Glacier Calving Front Detection and Segmentation. IEEE Trans. Geosci. Remote. Sens. 60: 1-10 (2022) - [j7]AmirAbbas Davari, Saahil Islam, Thorsten Seehaus, Andreas Hartmann, Matthias H. Braun, Andreas K. Maier, Vincent Christlein:
On Mathews Correlation Coefficient and Improved Distance Map Loss for Automatic Glacier Calving Front Segmentation in SAR Imagery. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [c68]Aline Sindel, Bettina Hohberger, Sebastian Fassihi Dehcordi, Christian Y. Mardin, Robert Lämmer, Andreas K. Maier, Vincent Christlein:
A Keypoint Detection and Description Network Based on the Vessel Structure for Multi-modal Retinal Image Registration. Bildverarbeitung für die Medizin 2022: 57-62 - [c67]Sonja Kunzmann, Christian Marzahl, Felix Denzinger, Christof Bertram, Robert Klopfleisch, Katharina Breininger, Vincent Christlein, Andreas K. Maier:
First Steps on Gamification of Lung Fluid Cells Annotations in the Flower Domain. Bildverarbeitung für die Medizin 2022: 223-228 - [c66]Anguelos Nicolaou, Vincent Christlein, Edgar Riba, Jian Shi, Georg Vogeler, Mathias Seuret:
TorMentor: Deterministic dynamic-path, data augmentations with fractals. CVPR Workshops 2022: 2706-2710 - [c65]Martin Mayr, Alex Felker, Andreas K. Maier, Vincent Christlein:
Combining Visual and Linguistic Models for a Robust Recipient Line Recognition in Historical Documents. DAS 2022: 598-612 - [c64]Alexander Mattick, Martin Mayr, Andreas Maier, Vincent Christlein:
Is Multitask Learning Always Better? DAS 2022: 674-687 - [c63]Richin Sukesh, Mathias Seuret, Anguelos Nicolaou, Martin Mayr, Vincent Christlein:
A Fair Evaluation of Various Deep Learning-Based Document Image Binarization Approaches. DAS 2022: 771-785 - [c62]Aline Sindel, Andreas Maier, Vincent Christlein:
ArtFacePoints: High-Resolution Facial Landmark Detection in Paintings and Prints. ECCV Workshops (1) 2022: 298-313 - [c61]Vincent Christlein, Isabelle Marthot-Santaniello, Martin Mayr, Anguelos Nicolaou, Mathias Seuret:
Writer Retrieval and Writer Identification in Greek Papyri. IGS 2022: 76-89 - [c60]Aline Sindel, Andreas K. Maier, Vincent Christlein:
A Multi-modal Registration and Visualization Software Tool for Artworks Using CraquelureNet. ICPR Workshops (3) 2022: 108-121 - [c59]Tobias Koch, Felix Liebezeit, Christian Riess, Vincent Christlein, Thomas Köhler:
Exploring the Open World Using Incremental Extreme Value Machines. ICPR 2022: 2792-2799 - [c58]Mathias Zinnen, Prathmesh Madhu, Ronak Kosti, Peter Bell, Andreas K. Maier, Vincent Christlein:
ODOR: The ICPR2022 ODeuropa Challenge on Olfactory Object Recognition. ICPR 2022: 4989-4994 - [c57]Prathmesh Madhu, Anna Meyer, Mathias Zinnen, Lara Mührenberg, Dirk Suckow, Torsten Bendschus, Corinna Reinhardt, Peter Bell, Ute Verstegen, Ronak Kosti, Andreas Maier, Vincent Christlein:
One-Shot Object Detection in Heterogeneous Artwork Datasets. IPTA 2022: 1-6 - [c56]Alexander Schmidt, Prathmesh Madhu, Andreas Maier, Vincent Christlein, Ronak Kosti:
ARIN: Adaptive Resampling and Instance Normalization for Robust Blind Inpainting of Dunhuang Cave Paintings. IPTA 2022: 1-6 - [c55]Kiymet Akdemir, Ali Hürriyetoglu, Raphaël Troncy, Teresa Paccosi, Stefano Menini, Mathias Zinnen, Vincent Christlein:
Multimodal and Multilingual Understanding of Smells using VilBERT and mUNITER. MediaEval 2022 - [c54]Aline Sindel, Bettina Hohberger, Andreas K. Maier, Vincent Christlein:
Multi-modal Retinal Image Registration Using a Keypoint-Based Vessel Structure Aligning Network. MICCAI (6) 2022: 108-118 - [i43]Aline Sindel, Bettina Hohberger, Sebastian Fassihi Dehcordi, Christian Y. Mardin, Robert Lämmer, Andreas K. Maier, Vincent Christlein:
A Keypoint Detection and Description Network Based on the Vessel Structure for Multi-Modal Retinal Image Registration. CoRR abs/2201.02242 (2022) - [i42]Aline Sindel, Abner Hernandez, Seung Hee Yang, Vincent Christlein, Andreas K. Maier:
SliTraNet: Automatic Detection of Slide Transitions in Lecture Videos using Convolutional Neural Networks. CoRR abs/2202.03540 (2022) - [i41]Anguelos Nicolaou, Vincent Christlein, Edgar Riba, Jian Shi, Georg Vogeler, Mathias Seuret:
TorMentor: Deterministic dynamic-path, data augmentations with fractals. CoRR abs/2204.03776 (2022) - [i40]Tobias Koch, Felix Liebezeit, Christian Riess, Vincent Christlein, Thomas Köhler:
Exploring the Open World Using Incremental Extreme Value Machines. CoRR abs/2205.14892 (2022) - [i39]Prathmesh Madhu, Tilman Marquart, Ronak Kosti, Dirk Suckow, Peter Bell, Andreas K. Maier, Vincent Christlein:
ICC++: Explainable Image Retrieval for Art Historical Corpora using Image Composition Canvas. CoRR abs/2206.11115 (2022) - [i38]Aline Sindel, Bettina Hohberger, Andreas K. Maier, Vincent Christlein:
Multi-modal Retinal Image Registration Using a Keypoint-Based Vessel Structure Aligning Network. CoRR abs/2207.10506 (2022) - [i37]Aline Sindel, Andreas K. Maier, Vincent Christlein:
A Multi-modal Registration and Visualization Software Tool for Artworks using CraquelureNet. CoRR abs/2208.08836 (2022) - [i36]Aline Sindel, Andreas K. Maier, Vincent Christlein:
ArtFacePoints: High-resolution Facial Landmark Detection in Paintings and Prints. CoRR abs/2210.09204 (2022) - [i35]Vincent Christlein, Isabelle Marthot-Santaniello, Martin Mayr, Anguelos Nicolaou, Mathias Seuret:
Writer Retrieval and Writer Identification in Greek Papyri. CoRR abs/2212.07664 (2022) - 2021
- [j6]Ladislav Lenc, Jirí Martínek, Pavel Král, Anguelos Nicolaou, Vincent Christlein:
HDPA: historical document processing and analysis framework. Evol. Syst. 12(1): 177-190 (2021) - [j5]Christine F. Martindale, Vincent Christlein, Philipp Klumpp, Björn M. Eskofier:
Wearables-based multi-task gait and activity segmentation using recurrent neural networks. Neurocomputing 432: 250-261 (2021) - [j4]Aline Sindel, Thomas Klinke, Andreas Maier, Vincent Christlein:
ChainLineNet: Deep-Learning-Based Segmentation and Parameterization of Chain Lines in Historical Prints. J. Imaging 7(7): 120 (2021) - [c53]Alexander Mattick, Martin Mayr, Mathias Seuret, Andreas Maier, Vincent Christlein:
SmartPatch: Improving Handwritten Word Imitation with Patch Discriminators. ICDAR (1) 2021: 268-283 - [c52]Mathias Seuret, Anguelos Nicolaou, Dalia Rodríguez-Salas, Nikolaus Weichselbaumer, Dominique Stutzmann, Martin Mayr, Andreas Maier, Vincent Christlein:
ICDAR 2021 Competition on Historical Document Classification. ICDAR (4) 2021: 618-634 - [c51]Aline Sindel, Andreas K. Maier, Vincent Christlein:
Craquelurenet: Matching The Crack Structure In Historical Paintings For Multi-Modal Image Registration. ICIP 2021: 994-998 - [c50]Andreas Hartmann, AmirAbbas Davari, Thorsten Seehaus, Matthias H. Braun, Andreas K. Maier, Vincent Christlein:
Bayesian U-Net for Segmenting Glaciers in Sar Imagery. IGARSS 2021: 3479-3482 - [c49]Michael Holzmann, AmirAbbas Davari, Thorsten Seehaus, Matthias H. Braun, Andreas K. Maier, Vincent Christlein:
Glacier Calving Front Segmentation Using Attention U-Net. IGARSS 2021: 3483-3486 - [c48]Rosanna Dietrich-Sussner, AmirAbbas Davari, Thorsten Seehaus, Matthias H. Braun, Vincent Christlein, Andreas K. Maier, Christian Riess:
Synthetic Glacier SAR Image Generation from Arbitrary Masks Using Pix2Pix Algorithm. IGARSS 2021: 4548-4551 - [c47]Soroosh Tayebi Arasteh, Mehrpad Monajem, Vincent Christlein, Philipp Heinrich, Anguelos Nicolaou, Hamidreza Naderi Boldaji, Mahshad Lotfinia, Stefan Evert:
How Will Your Tweet Be Received? Predicting the Sentiment Polarity of Tweet Replies. ICSC 2021: 370-373 - [d6]Mathias Seuret, Anguelos Nicolau, Dalia Rodríguez-Salas, Nikolaus Weichselbaumer, Dominique Stutzmann, Martin Mayr, Andreas Maier, Vincent Christlein:
ICDAR 2021 Historical Document Classification Test Dataset for Task 1 - Font Groups. Zenodo, 2021 - [d5]Mathias Seuret, Anguelos Nicolau, Dalia Rodríguez-Salas, Nikolaus Weichselbaumer, Dominique Stutzmann, Martin Mayr, Andreas Maier, Vincent Christlein:
ICDAR 2021 Historical Document Classification Test Dataset for Task 1 - Scripts. Zenodo, 2021 - [d4]Mathias Seuret, Anguelos Nicolau, Dalia Rodríguez-Salas, Nikolaus Weichselbaumer, Dominique Stutzmann, Martin Mayr, Andreas Maier, Vincent Christlein:
ICDAR 2021 Historical Document Classification Dataset for Task 2 - Dating. Zenodo, 2021 - [d3]Mathias Seuret, Anguelos Nicolau, Dalia Rodríguez-Salas, Nikolaus Weichselbaumer, Dominique Stutzmann, Martin Mayr, Andreas Maier, Vincent Christlein:
ICDAR 2021 Historical Document Classification Dataset for Task 3 - Location. Zenodo, 2021 - [i34]Michael Holzmann, AmirAbbas Davari, Thorsten Seehaus, Matthias H. Braun, Andreas Maier, Vincent Christlein:
Glacier Calving Front Segmentation Using Attention U-Net. CoRR abs/2101.03247 (2021) - [i33]Andreas Hartmann, AmirAbbas Davari, Thorsten Seehaus, Matthias Braun, Andreas Maier, Vincent Christlein:
Bayesian U-Net for Segmenting Glaciers in SAR Imagery. CoRR abs/2101.03249 (2021) - [i32]Rosanna Dietrich-Sussner, AmirAbbas Davari, Thorsten Seehaus, Matthias Braun, Vincent Christlein, Andreas Maier, Christian Riess:
Synthetic Glacier SAR Image Generation from Arbitrary Masks Using Pix2Pix Algorithm. CoRR abs/2101.03252 (2021) - [i31]AmirAbbas Davari, Saahil Islam, Thorsten Seehaus, Matthias H. Braun, Andreas Maier, Vincent Christlein:
On Mathews Correlation Coefficient and Improved Distance Map Loss for Automatic Glacier Calving Front Segmentation in SAR Imagery. CoRR abs/2102.08312 (2021) - [i30]AmirAbbas Davari, Christoph Baller, Thorsten Seehaus, Matthias H. Braun, Andreas Maier, Vincent Christlein:
Pixel-wise Distance Regression for Glacier Calving Front Detection and Segmentation. CoRR abs/2103.05715 (2021) - [i29]Kai Packhäuser, Sebastian Gündel, Nicolas Münster, Christopher Syben, Vincent Christlein, Andreas Maier:
Is Medical Chest X-ray Data Anonymous? CoRR abs/2103.08562 (2021) - [i28]Soroosh Tayebi Arasteh, Mehrpad Monajem, Vincent Christlein, Philipp Heinrich, Anguelos Nicolaou, Hamidreza Naderi Boldaji, Mahshad Lotfinia, Stefan Evert:
How Will Your Tweet Be Received? Predicting the Sentiment Polarity of Tweet Replies. CoRR abs/2104.10513 (2021) - [i27]Alexander Mattick, Martin Mayr, Mathias Seuret, Andreas Maier, Vincent Christlein:
SmartPatch: Improving Handwritten Word Imitation with Patch Discriminators. CoRR abs/2105.10528 (2021) - [i26]Mathis Hoffmann, Johannes Hepp, Bernd Doll, Claudia Buerhop-Lutz, Ian Marius Peters, Christoph Brabec, Andreas Maier, Vincent Christlein:
Module-Power Prediction from PL Measurements using Deep Learning. CoRR abs/2108.13640 (2021) - [i25]Sonja Kunzmann, Christian Marzahl, Felix Denzinger, Christof A. Bertram, Robert Klopfleisch, Katharina Breininger, Vincent Christlein, Andreas K. Maier:
First steps on Gamification of Lung Fluid Cells Annotations in the Flower Domain. CoRR abs/2111.03663 (2021) - 2020
- [c46]Azeem Bootwala, Katharina Breininger, Andreas K. Maier, Vincent Christlein:
Assistive Diagnosis in Opthalmology Using Deep Learning-Based Image Retrieval. Bildverarbeitung für die Medizin 2020: 144-149 - [c45]Martin Leipert, Georg Vogeler, Mathias Seuret, Andreas K. Maier, Vincent Christlein:
The Notary in the Haystack - Countering Class Imbalance in Document Processing with CNNs. DAS 2020: 246-261 - [c44]Simon Jordan, Mathias Seuret, Pavel Král, Ladislav Lenc, Jirí Martínek, Barbara Wiermann, Tobias Schwinger, Andreas K. Maier, Vincent Christlein:
Re-Ranking for Writer Identification and Writer Retrieval. DAS 2020: 572-586 - [c43]Nikolaus Weichselbaumer, Mathias Seuret, Saskia Limbach, Lena Hinrichsen, Andreas K. Maier, Vincent Christlein:
The rapid rise of Fraktur. DHd 2020 - [c42]Prathmesh Madhu, Ronak Kosti, Torsten Bendschus, Corinna Reinhardt, Vincent Christlein, Andreas K. Maier, Peter Bell:
Deep Learning based Attribute Representation in Ancient Vase Paintings. DH 2020 - [c41]Prathmesh Madhu, Tilman Marquart, Ronak Kosti, Peter Bell, Andreas K. Maier, Vincent Christlein:
Understanding Compositional Structures in Art Historical Images Using Pose and Gaze Priors - Towards Scene Understanding in Digital Art History. ECCV Workshops (2) 2020: 109-125 - [c40]Martin Mayr, Martin Stumpf, Anguelos Nicolaou, Mathias Seuret, Andreas Maier, Vincent Christlein:
Spatio-Temporal Handwriting Imitation. ECCV Workshops (5) 2020: 528-543 - [c39]Vincent Christlein, Mathias Seuret, Nikolaus Weichselbaumer:
Proof of Concept. GI-Jahrestagung 2020: 1307-1316 - [c38]Zhenghua Wang, Andreas Maier, Vincent Christlein:
Towards End-to-End Deep Learning-based Writer Identification. GI-Jahrestagung 2020: 1345-1354 - [c37]Mathias Seuret, Anguelos Nicolaou, Andreas Maier, Vincent Christlein, Dominique Stutzmann:
ICFHR 2020 Competition on Image Retrieval for Historical Handwritten Fragments. ICFHR 2020: 216-221 - [c36]Aline Sindel, Andreas Maier, Vincent Christlein:
Art2Contour: Salient Contour Detection in Artworks Using Generative Adversarial Networks. ICIP 2020: 788-792 - [c35]Meike Biendl, Aline Sindel, Thomas Klinke, Andreas Maier, Vincent Christlein:
Automatic Chain Line Segmentation in Historical Prints. ICPR Workshops (3) 2020: 657-665 - [c34]Aikaterini Symeonidi, Anguelos Nicolaou, Frank Johannes, Vincent Christlein:
Recursive Convolutional Neural Networks for Epigenomics. ICPR 2020: 2567-2574 - [p1]Andreas Maier, Vincent Christlein, Katharina Breininger, Tobias Würfl, Mathias Unberath, Christian Riess:
Bildanalyse. Handbuch der Künstlichen Intelligenz 2020: 673-712 - [i24]Martin Mayr, Mathis Hoffmann, Andreas K. Maier, Vincent Christlein:
Weakly Supervised Segmentation of Cracks on Solar Cells using Normalized Lp Norm. CoRR abs/2001.11248 (2020) - [i23]Martin Mayr, Martin Stumpf, Anguelos Nicolaou, Mathias Seuret, Andreas K. Maier, Vincent Christlein:
Spatio-Temporal Handwriting Imitation. CoRR abs/2003.10593 (2020) - [i22]Prathmesh Madhu, Ronak Kosti, Lara Mührenberg, Peter Bell, Andreas K. Maier, Vincent Christlein:
Recognizing Characters in Art History Using Deep Learning. CoRR abs/2003.14171 (2020) - [i21]Simon Jordan, Mathias Seuret, Pavel Král, Ladislav Lenc, Jirí Martínek, Barbara Wiermann, Tobias Schwinger, Andreas K. Maier, Vincent Christlein:
Re-ranking for Writer Identification and Writer Retrieval. CoRR abs/2007.07101 (2020) - [i20]Vincent Christlein, Nikolaus Weichselbaumer, Saskia Limbach, Mathias Seuret:
Proof of Concept: Automatic Type Recognition. CoRR abs/2007.07690 (2020) - [i19]Martin Leipert, Georg Vogeler, Mathias Seuret, Andreas K. Maier, Vincent Christlein:
The Notary in the Haystack - Countering Class Imbalance in Document Processing with CNNs. CoRR abs/2007.07943 (2020) - [i18]Prathmesh Madhu, Tilman Marquart, Ronak Kosti, Peter Bell, Andreas K. Maier, Vincent Christlein:
Understanding Compositional Structures in Art Historical Images using Pose and Gaze Priors. CoRR abs/2009.03807 (2020) - [i17]Mathis Hoffmann, Claudia Buerhop-Lutz, Luca Reeb, Tobias Pickel, Thilo Winkler, Bernd Doll, Tobias Würfl, Ian Marius Peters, Christoph Brabec, Andreas Maier, Vincent Christlein:
Deep Learning-based Pipeline for Module Power Prediction from EL Measurements. CoRR abs/2009.14712 (2020) - [i16]Mathias Seuret, Anguelos Nicolaou, Dominique Stutzmann, Andreas Maier, Vincent Christlein:
ICFHR 2020 Competition on Image Retrieval for Historical Handwritten Fragments. CoRR abs/2010.10197 (2020) - [i15]Mathis Hoffmann, Thomas Köhler, Bernd Doll, Frank Schebesch, Florian Talkenberg, Ian Marius Peters, Christoph J. Brabec, Andreas Maier, Vincent Christlein:
Joint Super-Resolution and Rectification for Solar Cell Inspection. CoRR abs/2011.05003 (2020) - [i14]Prathmesh Madhu, Angel Villar-Corrales, Ronak Kosti, Torsten Bendschus, Corinna Reinhardt, Peter Bell, Andreas K. Maier, Vincent Christlein:
Enhancing Human Pose Estimation in Ancient Vase Paintings via Perceptually-grounded Style Transfer Learning. CoRR abs/2012.05616 (2020)
2010 – 2019
- 2019
- [b1]Vincent Christlein:
Handwriting Analysis with Focus on Writer Identification and Writer Retrieval. University of Erlangen-Nuremberg, Germany, 2019 - [c33]Mathis Hoffmann, Bernd Doll, Florian Talkenberg, Christoph J. Brabec, Andreas K. Maier, Vincent Christlein:
Fast and Robust Detection of Solar Modules in Electroluminescence Images. CAIP (2) 2019: 519-531 - [c32]Nikolaus Weichselbaumer, Mathias Seuret, Saskia Limbach, Vincent Christlein, Andreas Maier:
Automatic Font Group Recognition in Early Printed Books. DHd 2019 - [c31]Mathias Seuret, Saskia Limbach, Nikolaus Weichselbaumer, Andreas Maier, Vincent Christlein:
Dataset of Pages from Early Printed Books with Multiple Font Groups. HIP@ICDAR 2019: 1-6 - [c30]Jirí Martínek, Ladislav Lenc, Pavel Král, Anguelos Nicolaou, Vincent Christlein:
Hybrid Training Data for Historical Text OCR. ICDAR 2019: 565-570 - [c29]Vincent Christlein, Lukas Spranger, Mathias Seuret, Anguelos Nicolaou, Pavel Král, Andreas Maier:
Deep Generalized Max Pooling. ICDAR 2019: 1090-1096 - [c28]Vincent Christlein, Anguelos Nicolaou, Mathias Seuret, Dominique Stutzmann, Andreas Maier:
ICDAR 2019 Competition on Image Retrieval for Historical Handwritten Documents. ICDAR 2019: 1505-1509 - [c27]Martin Mayr, Mathis Hoffmann, Andreas K. Maier, Vincent Christlein:
Weakly Supervised Segmentation of Cracks on Solar Cells Using Normalized Lp Norm. ICIP 2019: 1885-1889 - [c26]Prathmesh Madhu, Ronak Kosti, Lara Mührenberg, Peter Bell, Andreas K. Maier, Vincent Christlein:
Recognizing Characters in Art History Using Deep Learning. SUMAC @ ACM Multimedia 2019: 15-22 - [d2]Vincent Christlein, Anguelos Nicolaou, Mathias Seuret, Dominique Stutzmann, Andreas Maier:
ICDAR 2019 Competition on Image Retrieval for Historical Handwritten Documents [HisIR19] Dataset. Zenodo, 2019 - [d1]Mathias Seuret, Saskia Limbach, Nikolaus Weichselbaumer, Andreas Maier, Vincent Christlein:
Dataset of Pages from Early Printed Books with Multiple Font Groups. Zenodo, 2019 - [i13]Mathis Hoffmann, Bernd Doll, Florian Talkenberg, Christoph J. Brabec, Andreas K. Maier, Vincent Christlein:
Fast and robust detection of solar modules in electroluminescence images. CoRR abs/1907.08451 (2019) - [i12]Vincent Christlein, Lukas Spranger, Mathias Seuret, Anguelos Nicolaou, Pavel Král, Andreas Maier:
Deep Generalized Max Pooling. CoRR abs/1908.05040 (2019) - [i11]Vincent Christlein, Anguelos Nicolaou, Mathias Seuret, Dominique Stutzmann, Andreas Maier:
ICDAR 2019 Competition on Image Retrieval for Historical Handwritten Documents. CoRR abs/1912.03713 (2019) - 2018
- [j3]Tobias Würfl, Mathis Hoffmann, Vincent Christlein, Katharina Breininger, Yixing Huang, Mathias Unberath, Andreas K. Maier:
Deep Learning Computed Tomography: Learning Projection-Domain Weights From Image Domain in Limited Angle Problems. IEEE Trans. Medical Imaging 37(6): 1454-1463 (2018) - [c25]Katharina Breininger, Vincent Christlein, Tobias Würfl, Andreas K. Maier:
Deep Learning Fundamentals. Bildverarbeitung für die Medizin 2018: 5 - [c24]Daniel Stromer, Vincent Christlein, Andreas K. Maier, Patrick Zippert, Eric Helmecke, Tino Hausotte, Xiaolin Huang:
Non-destructive Digitization of Soiled Historical Chinese Bamboo Scrolls. DAS 2018: 55-60 - [c23]Vincent Christlein, Andreas K. Maier:
Encoding CNN Activations for Writer Recognition. DAS 2018: 169-174 - [c22]AmirAbbas Davari, Nikolaos Sakaltras, Armin Häberle, Sulaiman Vesal, Vincent Christlein, Andreas K. Maier, Christian Riess:
Hyper-Hue and EMAP on Hyperspectral Images for Supervised Layer Decomposition of Old Master Drawings. ICIP 2018: 3683-3687 - [c21]Vincent Christlein, Anguelos Nicolaou, Thorsten Schlauwitz, Sabrina Späth, Klaus Herbers, Andreas K. Maier:
Handwritten Text Recognition Error Rate Reduction in Historical Documents using Naive Transcribers. INF-DH 2018 - [c20]Felix Horger, Tobias Würfl, Vincent Christlein, Andreas K. Maier:
Towards Arbitrary Noise Augmentation - Deep Learning for Sampling from Arbitrary Probability Distributions. MLMIR@MICCAI 2018: 129-137 - [c19]Maximilian Seitzer, Guang Yang, Jo Schlemper, Ozan Oktay, Tobias Würfl, Vincent Christlein, Tom Wong, Raad Mohiaddin, David N. Firmin, Jennifer Keegan, Daniel Rueckert, Andreas K. Maier:
Adversarial and Perceptual Refinement for Compressed Sensing MRI Reconstruction. MICCAI (1) 2018: 232-240 - [c18]Anguelos Nicolaou, Sounak Dey, Vincent Christlein, Andreas K. Maier, Dimosthenis Karatzas:
Non-deterministic Behavior of Ranking-Based Metrics When Evaluating Embeddings. RRPR 2018: 71-82 - [e1]Andreas K. Maier, Stefan Steidl, Vincent Christlein, Joachim Hornegger:
Medical Imaging Systems - An Introductory Guide. Lecture Notes in Computer Science 11111, Springer 2018, ISBN 978-3-319-96519-2 [contents] - [i10]Felix Horger, Tobias Würfl, Vincent Christlein, Andreas K. Maier:
Deep Learning for Sampling from Arbitrary Probability Distributions. CoRR abs/1801.04211 (2018) - [i9]AmirAbbas Davari, Nikolaos Sakaltras, Armin Häberle, Sulaiman Vesal, Vincent Christlein, Andreas K. Maier, Christian Riess:
Hyper-Hue and EMAP on Hyperspectral Images for Supervised Layer Decomposition of Old Master Drawings. CoRR abs/1801.09472 (2018) - [i8]Anguelos Nicolaou, Sounak Dey, Vincent Christlein, Andreas K. Maier, Dimosthenis Karatzas:
Non-deterministic Behavior of Ranking-based Metrics when Evaluating Embeddings. CoRR abs/1806.07171 (2018) - [i7]Maximilian Seitzer, Guang Yang, Jo Schlemper, Ozan Oktay, Tobias Würfl, Vincent Christlein, Tom Wong, Raad Mohiaddin, David N. Firmin, Jennifer Keegan, Daniel Rueckert, Andreas K. Maier:
Adversarial and Perceptual Refinement for Compressed Sensing MRI Reconstruction. CoRR abs/1806.11216 (2018) - [i6]Sergiu Deitsch, Vincent Christlein, Stephan Berger, Claudia Buerhop-Lutz, Andreas K. Maier, Florian Gallwitz, Christian Riess:
Automatic Classification of Defective Photovoltaic Module Cells in Electroluminescence Images. CoRR abs/1807.02894 (2018) - 2017
- [j2]Vincent Christlein, David Bernecker, Florian Hönig, Andreas K. Maier, Elli Angelopoulou:
Writer Identification Using GMM Supervectors and Exemplar-SVMs. Pattern Recognit. 63: 258-267 (2017) - [c17]Vincent Christlein, Florin C. Ghesu, Tobias Würfl, Andreas K. Maier, Fabian Isensee, Peter Neher, Klaus H. Maier-Hein:
Tutorial: Deep Learning Advancing the State-of-the-Art in Medical Image Analysis. Bildverarbeitung für die Medizin 2017: 6-7 - [c16]AmirAbbas Davari, Vincent Christlein, Sulaiman Vesal, Andreas K. Maier, Christian Riess:
GMM Supervectors for Limited Training Data in Hyperspectral Remote Sensing Image Classification. CAIP (2) 2017: 296-306 - [c15]Daniel Stromer, Vincent Christlein, Tobias Schoen, Wolfgang Holub, Andreas K. Maier:
Browsing through Closed Books: Fully Automatic Book Page Extraction from a 3-D X-Ray CT Volume. ICDAR 2017: 224-229 - [c14]Vincent Christlein, Martin Gropp, Stefan Fiel, Andreas K. Maier:
Unsupervised Feature Learning for Writer Identification and Writer Retrieval. ICDAR 2017: 991-997 - [c13]Stefan Fiel, Florian Kleber, Markus Diem, Vincent Christlein, Georgios Louloudis, Stamatopoulos Nikos, Basilis Gatos:
ICDAR2017 Competition on Historical Document Writer Identification (Historical-WI). ICDAR 2017: 1377-1382 - [i5]Vincent Christlein, Martin Gropp, Stefan Fiel, Andreas K. Maier:
Unsupervised Feature Learning for Writer Identification and Writer Retrieval. CoRR abs/1705.09369 (2017) - [i4]AmirAbbas Davari, Armin Häberle, Vincent Christlein, Andreas K. Maier, Christian Riess:
Sketch Layer Separation in Multi-Spectral Historical Document Images. CoRR abs/1712.03596 (2017) - [i3]AmirAbbas Davari, Tobias Lindenberger, Armin Häberle, Vincent Christlein, Andreas K. Maier, Christian Riess:
Image Registration for the Alignment of Digitized Historical Documents. CoRR abs/1712.04482 (2017) - [i2]Vincent Christlein, Andreas K. Maier:
Encoding CNN Activations for Writer Recognition. CoRR abs/1712.07923 (2017) - 2016
- [c12]Christine Blanken, Klaus Rettinghaus, Christine Siegert, Norbert Dubowy, Tobias Schwinger, Günter Mühlberger, Vincent Christlein, Peter Stadler, Maria Schildt, Barbara Wiermann, Frieder Schmidt, Dietmar Schneider, Christiane Hausmann, Anja Morgenstern, Peter Wollny, Jens Kupferschmidt, Manuel Bärwald:
Komponisten-Datenbanken / -Portale: Entwicklungsmöglich-keiten, Austauschformate und Vernetzungspotential. DHd 2016 - [c11]Nikolaus Weichselbaumer, Vincent Christlein:
Automatische Typenbestimmung in historischen Drucken. DHd 2016 - [c10]Simon Hofmann, Martin Gropp, David Bernecker, Christopher Pollin, Andreas K. Maier, Vincent Christlein:
Vesselness for text detection in historical document images. ICIP 2016: 3259-3263 - [c9]Daniel Stromer, Gisela Anton, Vincent Christlein, Andreas K. Maier, Patrick Kugler:
3-D reconstruction of historical documents using an X-Ray C-Arm CT system. IVCNZ 2016: 1-6 - [c8]Tobias Würfl, Florin C. Ghesu, Vincent Christlein, Andreas K. Maier:
Deep Learning Computed Tomography. MICCAI (3) 2016: 432-440 - 2015
- [c7]Thomas Köhler, Andreas K. Maier, Vincent Christlein:
Binarization Driven Blind Deconvolution for Document Image Restoration. GCPR 2015: 91-102 - [c6]Vincent Christlein, David Bernecker, Andreas K. Maier, Elli Angelopoulou:
Offline Writer Identification Using Convolutional Neural Network Activation Features. GCPR 2015: 540-552 - [c5]Vincent Christlein, David Bernecker, Elli Angelopoulou:
Writer identification using VLAD encoded contour-Zernike moments. ICDAR 2015: 906-910 - 2014
- [c4]Vincent Christlein, David Bernecker, Florian Hönig, Elli Angelopoulou:
Writer identification and verification using GMM supervectors. WACV 2014: 998-1005 - 2013
- [c3]David Bernecker, Christian Riess, Vincent Christlein, Elli Angelopoulou, Joachim Hornegger:
Representation Learning for Cloud Classification. GCPR 2013: 395-404 - 2012
- [j1]Vincent Christlein, Christian Riess, Johannes Jordan, Corinna Riess, Elli Angelopoulou:
An Evaluation of Popular Copy-Move Forgery Detection Approaches. IEEE Trans. Inf. Forensics Secur. 7(6): 1841-1854 (2012) - [i1]Vincent Christlein, Christian Riess, Johannes Jordan, Corinna Riess, Elli Angelopoulou:
An Evaluation of Popular Copy-Move Forgery Detection Approaches. CoRR abs/1208.3665 (2012) - 2010
- [c2]Vincent Christlein, Christian Riess, Elli Angelopoulou:
A Study on Features for the Detection of Copy-Move Forgeries. Sicherheit 2010: 105-116 - [c1]Vincent Christlein, Christian Riess, Elli Angelopoulou:
On rotation invariance in copy-move forgery detection. WIFS 2010: 1-6
Coauthor Index
[j17] [j15] [c84] [i56] [i55] [i54] [i53] [i52] [j14] [j12] [j11] [j10] [c83] [c82] [c74] [c73] [c72] [c70] [c69] [d8] [d7] [i51] [i50] [i49] [i46] [i44] [j9] [j8] [j7] [c68] [c67] [c65] [c64] [c62] [c60] [c58] [c57] [c56] [c54] [i43] [i42] [i39] [i38] [i37] [i36] [j4] [c53] [c52] [c51] [c50] [c49] [c48] [d6] [d5] [d4] [d3] [i34] [i33] [i32] [i31] [i30] [i29] [i27] [i26] [i25] [c46] [c45] [c44] [c43] [c42] [c41] [c40] [c38] [c37] [c36] [c35] [p1] [i24] [i23] [i22] [i21] [i19] [i18] [i17] [i16] [i15] [i14] [c33] [c32] [c31] [c29] [c28] [c27] [c26] [d2] [d1] [i13] [i12] [i11] [j3] [c25] [c24] [c23] [c22] [c21] [c20] [c19] [c18] [e1] [i10] [i9] [i8] [i7] [i6] [j2] [c17] [c16] [c15] [c14] [i5] [i4] [i3] [i2] [c10] [c9] [c8] [c7] [c6]
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