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Deep Learning for Near-duplicated Patterns Discovery and Alignment in Artworks

Xi Shen
Artificial Intelligence [cs.AI]. École des Ponts ParisTech, 2021. English. ⟨NNT : 2021ENPC0040⟩
Thèse tel-03583653v2
Image document

Discovering Visual Patterns in Art Collections with Spatially-consistent Feature Learning

Xi Shen , Alexei A. Efros , Mathieu Aubry
2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2019, Long Beach, CA, United States. pp.9270-9279, ⟨10.1109/CVPR.2019.00950⟩
Communication dans un congrès hal-02104041v1
Image document

RANSAC-Flow: Generic Two-Stage Image Alignment

Xi Shen , François Darmon , Alexei Efros , Mathieu Aubry
European Conference on Computer Vision 2020, pp.618-637, 2020, ⟨10.1007/978-3-030-58548-8_36⟩
Chapitre d'ouvrage hal-03131124v1
Image document

A Web Application for Watermark Recognition

Oumayma Bounou , Tom Monnier , Ilaria Pastrolin , Xi Shen , Marie-Françoise Limon-Bonnet , et al.
Journal of Data Mining and Digital Humanities, 2020, Atelier Digit_Hum (45), pp.33. ⟨10.46298/jdmdh.6220⟩
Article dans une revue hal-02513038v2
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Image Collation: Matching illustrations in manuscripts

Ryad Kaoua , Xi Shen , Alexandra Durr , Stavros Lazaris , David Picard , et al.
International Conference on Document Analysis and Recognition (ICDAR), Sep 2021, Lausanne, Switzerland
Communication dans un congrès hal-03321894v1

Image Collation: Matching illustrations in manuscripts

Ryad Kaoua , Xi Shen , Alexandra Durr , Stavros Lazaris , David Picard , et al.
Document Analysis and Recognition – ICDAR 2021, Sep 2021, Lausanne, Switzerland. pp.351-366
Communication dans un congrès hal-03490587v1
Image document

Spatially-consistent Feature Matching and Learning for Heritage Image Analysis

Xi Shen , Robin Champenois , Shiry Ginosar , Ilaria Pastrolin , Morgane Rousselot , et al.
International Journal of Computer Vision, 2022, ⟨10.1007/s11263-022-01576-x⟩
Article dans une revue hal-03620996v2
Image document

Marginalized Average Attentional Network for Weakly-Supervised Learning

Yuan Yuan , Yueming Lyu , Xi Shen , Ivor Tsang , Dit-Yan Yeung
ICLR 2019 - Seventh International Conference on Learning Representations, May 2019, New-Orleans, United States
Communication dans un congrès hal-02057597v1