Mathias Zinnen
Mathias Zinnen, M. Sc.
Academic CV
Mathias Zinnen studied philosophy and computer science in Berlin and Erlangen. Currently pursuing a Ph.D. in FAU Erlangen’s Pattern Recognition Lab, his research centers on computer vision in arts. His main academic interests cover object detection, pose estimation, and multimodal methods, along with innovative work on visual representations of smell.
Projects
No projects found.
Publications
2024
Journal Articles
Smelly, dense, and spreaded: The Object Detection for Olfactory References (ODOR) dataset
In: Expert Systems With Applications 255, Part B (2024), Article No.: 124576
ISSN: 0957-4174
DOI: 10.1016/j.eswa.2024.124576
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Odeuropa und der Duft der Bilder
In: Schönere Heimat (2024), p. 225-229
ISSN: 0177-4492
URL: https://heimat-bayern-kaufladen.de/Schoenere-Heimat-2024-Heft-3/SW10437
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(Zeitungsartikel)
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Conference Contributions
Scene Classification on Fine Arts with Style Transfer
SUMAC '24: 6th workshop on the analySis, Understanding and proMotion of heritAge Contents
In: SUMAC '24: Proceedings of the 6th workshop on the analySis, Understanding and proMotion of heritAge Contents 2024
DOI: 10.1145/3689094.3689468
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Smell and Emotion: Recognising Emotions in Smell-Related Artworks
Digital Humanities Conference 2024 (Arlington, VA, August 6, 2024 - August 9, 2024)
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Gesture Classification in Artworks Using Contextual Image Features
Digital Humanities Conference 2024 (The Roy Rosenzweig Center for History and New Media, Arlington, August 6, 2024 - August 9, 2024)
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2023
Journal Articles
More than the Name of the Rose
In: American Historical Review 128 (2023), p. 335-369
ISSN: 0002-8762
DOI: 10.1093/ahr/rhad141
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Conference Contributions
SniffyArt: The Dataset of Smelling Persons
SUMAC '23: Proceedings of the 5th Workshop on analySis, Understanding and proMotion of heritAge Contents (Ottawa ON, Canada)
In: Proceedings of the 5th Workshop on AnalySis, Understanding and ProMotion of HeritAge Contents 2023
DOI: 10.1145/3607542.3617357
URL: https://arxiv.org/abs/2311.11888
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Multimodal and Multilingual Understanding of Smells using VilBERT and mUNITER
2022 MediaEval Workshop, MediaEval 2022 (Virtual, Online, NOR, January 12, 2023 - January 13, 2023)
In: Steven Hicks, Alba Garcia Seco De Herrera, Johannes Langguth, Johannes Langguth, Andreas Lommatzsch, Stelios Andreadis, Minh-Son Dao, Pierre-Etienne Martin, Ali Hurriyetoglu, Vajira Thambawita, Tor-Arne Nordmo, Romain Vuillemot, Martha Larson (ed.): CEUR Workshop Proceedings 2023
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MUSTI - Multimodal Understanding of Smells in Texts and Images at MediaEval 2022
2022 MediaEval Workshop, MediaEval 2022 (Virtual, Online, NOR, January 12, 2023 - January 13, 2023)
In: Steven Hicks, Alba Garcia Seco De Herrera, Johannes Langguth, Johannes Langguth, Andreas Lommatzsch, Stelios Andreadis, Minh-Son Dao, Pierre-Etienne Martin, Ali Hurriyetoglu, Vajira Thambawita, Tor-Arne Nordmo, Romain Vuillemot, Martha Larson (ed.): CEUR Workshop Proceedings 2023
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2022
Conference Contributions
Transfer Learning for Olfactory Object Detection
Digital Humanities 2022 (Tokyo, Japan, Online, July 25, 2022 - July 29, 2022)
In: Alliance of Digital Humanities Organizations (ed.): Digital Humanities 2022 Conference Abstracts 2022
Open Access: https://arxiv.org/abs/2301.09906
URL: https://dh2022.dhii.asia/dh2022bookofabsts.pdf
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One-Shot Object Detection in Heterogeneous Artwork Datasets
2022 Eleventh International Conference on Image Processing Theory, Tools and Applications (IPTA) (Salzburg, Austria, April 19, 2022 - April 22, 2022)
DOI: 10.1109/IPTA54936.2022.9784141
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ODOR: The ICPR2022 ODeuropa Challenge on Olfactory Object Recognition
26th International Conference on Pattern Recognition / 8th International Workshop on Image Mining - Theory and Applications (IMTA) (Montreal)
In: 2022 26TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), NEW YORK: 2022
DOI: 10.1109/ICPR56361.2022.9956542
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2021
Conference Contributions
How to See Smells: Extracting Olfactory References from Artworks
30th World Wide Web Conference, WWW 2021 (Ljubljana, April 19, 2021 - April 23, 2021)
In: The Web Conference 2021 - Companion of the World Wide Web Conference, WWW 2021 2021
DOI: 10.1145/3442442.3453710
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How To See Smells: Extracting Olfactory References from Artworks
The Web Conference (Ljubljana, Slovenia (online), April 19, 2021 - April 23, 2021)
In: Companion Proceedings of the Web Conference 2021 (WWW '21 Companion), New York, NY, USA: 2021
DOI: 10.1145/3442442.3453710
URL: https://dl.acm.org/doi/fullHtml/10.1145/3442442.3453710
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Lectures
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